# memories

id: c1d973c0-bcc5-41b8-9c50-ecfe58312ba1
type: fact
source_id: 66c4f64c-5d11-4ede-bfad-4a5e63e5e40f
source_type: chunk
created_at: 2026-02-25T17:03:46.145Z
updated_at: 2026-02-25T17:03:46.145Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-25T17:09:55.982Z
content_hash: 3cc21716e39b8e70750d8a7183d6dfd2117d7cc414d479b630ebfcc2f33d4fe8
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Implementation is planned in 8 phases: project scaffold, Rust core (main/lib/tray), platform abstraction, IPC commands, TypeScript state/menu builders, polling loop, icons, and build verification. Autostart, notifications, and platform-specific launchd/Windows support are deferred to future phases.

tags:
[cell repeats an earlier one in this file: 108 characters]

normalized_content:
  implementation is planned in 8 phases: project scaffold, rust core (main/lib/tray), platform abstraction, ipc commands, typescript state/menu builders, polling loop, icons, and build verification. autostart, notifications, and platform-specific launchd/windows support are deferred to future phases


id: b68051b1-4a10-4c79-becc-60caa80f99cf
type: fact
source_id: 5b8ce4b3-e069-4d2c-b8e2-248f777d5733
source_type: chunk
tags: openclaw,memory-log,2026-02-25,2026-02-25-openclaw-plugin-tool-exploration,hierarchical-section
created_at: 2026-02-25T17:03:46.232Z
updated_at: 2026-02-25T17:03:46.232Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-25T17:09:55.982Z
content_hash: 94cf690111335373877cae0f5ec4440a8abf6f3e58505f514641a4b736d41b93
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## OpenClaw Plugin Tool Exploration Session started with user asking what Signet tools are available to OpenClaw through the plugin runtime. The assistant began investigating the OpenClaw adapter implementation located at `packages/adapters/openclaw/src/` to answer this question.

normalized_content:
  ## openclaw plugin tool exploration session started with user asking what signet tools are available to openclaw through the plugin runtime. the assistant began investigating the openclaw adapter implementation located at `packages/adapters/openclaw/src/` to answer this question


id: fb1fa031-b548-4e1a-8420-3e9105c50d01
type: fact
source_id: cc2ba282-bf31-4b3e-91a2-b08f2eac9b89
source_type: chunk
tags: openclaw,memory-log,2026-02-25,2026-02-25-portfolio-website-skill-creation,hierarchical-section
created_at: 2026-02-25T17:03:46.265Z
updated_at: 2026-02-25T17:03:46.265Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-25T17:09:55.982Z
content_hash: f32f74c06a627bf7fc4ffd3a6e41430a0caf39476524d1fdfcb0bf1f5a3063d3
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Approach: Deploy subagents to comprehensively review the oddcore-website codebase and extract all procedural knowledge, design patterns, component conventions, and best practices into skill documentation. This creates a reference guide for future website projects.

normalized_content:
  approach: deploy subagents to comprehensively review the oddcore-website codebase and extract all procedural knowledge, design patterns, component conventions, and best practices into skill documentation. this creates a reference guide for future website projects


id: 402ab503-7507-46ca-8b82-cf500db0e7f8
type: fact
source_id: 3d9628c2-7d73-4aae-831d-55799c9ec371
source_type: chunk
tags: openclaw,memory-log,2026-02-23,2026-02-23-dashboard-ui-component-standards,hierarchical-section
created_at: 2026-02-25T17:03:46.298Z
updated_at: 2026-02-25T17:03:46.298Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-25T17:09:55.982Z
content_hash: 33b68b4f6ed3096405d96c443d4155a3e40d3396775fbd6696e90e7779caba5a
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Dashboard UI Component Standards User requested adding guidance to AGENTS.md to enforce the use of shadcn-svelte components for all dashboard UI work. The session involved retrieving shadcn-svelte documentation from the LLMs reference and reading the current AGENTS.md configuration file.

normalized_content:
  ## dashboard ui component standards user requested adding guidance to agents.md to enforce the use of shadcn-svelte components for all dashboard ui work. the session involved retrieving shadcn-svelte documentation from the llms reference and reading the current agents.md configuration file


id: 1b94b976-dbd0-41d2-9375-cf24a2320cae
type: decision
source_id: 3d9628c2-7d73-4aae-831d-55799c9ec371
source_type: chunk
tags: openclaw,memory-log,2026-02-23,2026-02-23-dashboard-ui-component-standards,hierarchical-section
created_at: 2026-02-25T17:03:46.298Z
updated_at: 2026-02-26T07:20:35.824Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-25T17:09:55.982Z
content_hash: 807a57b2842d8a9a92f3339604f373a512572f591e6389d1f843e6d3afbd28fa
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Guidance is being added to AGENTS.md to standardize component selection and prevent custom implementations when shadcn-svelte alternatives exist

normalized_content:
  guidance is being added to agents.md to standardize component selection and prevent custom implementations when shadcn-svelte alternatives exist


id: 193c203b-02f9-49ed-8b43-fea529b49d8c
type: fact
source_id: 0b67d146-5673-4b8d-b265-8842f02750ca
source_type: chunk
created_at: 2026-02-25T17:03:46.352Z
updated_at: 2026-02-25T17:03:46.352Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-25T17:09:55.982Z
content_hash: 1eb3e27740bbc9b808720bc2b7a6e3771e8aa6e0237c45258c7d5ca6937c0245
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Recursive Extraction Loop Prevention Implementation Nicholai implemented a multi-layer guard mechanism to prevent infinite recursive extraction loops in the Signet daemon scheduler.

tags:
[cell repeats an earlier one in this file: 113 characters]

normalized_content:
  ## recursive extraction loop prevention implementation nicholai implemented a multi-layer guard mechanism to prevent infinite recursive extraction loops in the signet daemon scheduler


id: f2c15716-0bcd-4cb9-b85c-d8e91042990f
type: fact
source_type: session_end
tags: predictor,architecture,parameter-budget
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
last_accessed: 2026-02-26T06:18:35.804Z
extraction_status: none
content:
  The predictive-memory-scorer design targets 1.11M parameters total: 1.048M for HashTrick embeddings (16K x 64), 49K for downprojection (768→64), 4K each for Q/K projections, 2K for V projection, 2K for project embedding table (32 x 64), with layer norm and gate layers comprising the remainder


id: b6b041aa-e63a-4c6a-8951-67469944030d
type: fact
source_type: session_end
tags: predictor,model-design,embeddings
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
last_accessed: 2026-02-26T06:18:35.804Z
extraction_status: none
content:
  Cross-attention scorer uses two encoding paths: pre-embedded path (768→64 downprojection) and text path (HashTrick + mean pooling), with per-path layer normalization for scale compatibility and an is_embedded indicator feature (1 dim) to allow the model to learn path-specific calibration


id: bad03666-906f-469d-a889-842d4d8afe27
type: fact
source_type: session_end
tags: predictor,training,loss-function
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
last_accessed: 2026-03-04T17:42:35.319Z
extraction_status: none
content:
  ListNet-style listwise ranking loss uses KL divergence between softmax distributions of model scores and true relevance labels with configurable temperature (default 0.5) to sharpen soft label discrimination; sessions with low label variance are applied more aggressive sharpening (T=0.3) or skipped entirely


id: 1449a3c5-fa00-479a-9ac2-0eac717efb1f
type: fact
source_type: session_end
tags: predictor,fusion,ranking
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
last_accessed: 2026-02-26T06:18:35.804Z
extraction_status: none
content:
  RRF (Reciprocal Rank Fusion) fusion formula: RRF_score = α/(k+rank_baseline) + (1-α)/(k+rank_predictor) with k=12 (tuned for ~50 candidates, lower than standard k=60 which is sized for 1000+ document retrieval); α starts at 1.0 and decreases as predictor demonstrates success via NDCG@10 comparisons


id: 2e033800-0e79-47d0-96eb-0550ecebd88e
type: decision
source_type: session_end
tags: predictor,cold-start,ramp-up
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
last_accessed: 2026-02-26T06:18:35.804Z
extraction_status: none
content:
  Cold start gate uses three conditions: (1) first training completed, (2) session_count ≥ minTrainingSessions (default 10), (3) success_rate > 0.4 over last 10 comparisons; until all three pass, α locked at 1.0 (pure baseline). Early active ramp caps influence at 0.2 (sessions 1-10) and 0.4 (sessions 11-20) post cold-start


id: c8021bf1-acdc-4674-b629-7202440feed2
type: fact
source_type: session_end
tags: predictor,diversity,post-processing
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
extraction_status: none
content:
  Topic diversity post-scoring applies exponential decay to prevent redundancy: second memory on same topic (>0.85 cosine similarity) gets ~0.55x credit, third gets ~0.33x, with 0.1 floor (never fully suppress even 4th overlapping memory); uses pre-stored embeddings (no extra calls)


id: 74a375f6-3d6c-4893-afa4-bc2703df30dc
type: fact
source_type: session_end
tags: predictor,data-pipeline,schema
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
last_accessed: 2026-02-25T20:55:58.283Z
extraction_status: none
content:
  Session-memory linkage implemented via new session_memories table tracking: source (effective/predictor/both/exploration/fts_only), effective_score, predictor_score, final_score, rank, was_injected, relevance_score (filled by continuity scorer), fts_hit_count (incremented by userPromptSubmit), with UNIQUE constraint on (session_key, memory_id)


id: 3dba0442-a431-428a-bd82-7f1a0d8ce532
type: fact
source_type: session_end
tags: predictor,training-signals,behavioral
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
extraction_status: none
content:
  Training signals blend continuity scorer labels (0-1 per-memory relevance) with behavioral FTS overlap signals: injected + FTS-matched gets +0.1 boost (capped 1.0), not-injected + FTS-matched ≥2x gets min(0.6, similarity_label), injected + never-matched + continuity <0.3 gets -0.1; superseded memories receive label -0.3 (negative signal to avoid injection)


id: dd3d6b19-8fef-433b-aabc-5929b0e503db
type: fact
source_type: session_end
tags: predictor,drift,recovery
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
extraction_status: none
content:
  Drift detection and recovery: if success_rate < driftResetThreshold for driftResetWindow consecutive sessions, reset α to 1.0, trigger retrain with replay buffer (80% recent / 20% historical top-K), reset EMA to 0.5 (neutral), increment drift_resets counter; replay buffer preserves learned temporal patterns while adapting to new usage


id: 2fc5ff34-579c-489b-9169-b7bf25aa0e7c
type: fact
source_type: session_end
tags: predictor,pre-filter,latency
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
extraction_status: none
content:
  Candidate pre-filtering bounds corpus (2000-4000 memories) to ~70-90 candidates via union of: top-50 by effectiveScore() + top-50 by embedding similarity (cosine of session context vs pre-computed embeddings); JSON serialization (~245KB for 80 candidates x 768-dim) is bottleneck, not computation; total latency target <100ms


id: 37821d7b-8fb5-4644-b9f9-955735382332
type: fact
source_type: session_end
tags: predictor,continuity-scorer,labels
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
extraction_status: none
content:
  Continuity scorer receives injected memory list (with IDs and previews) and transcript; returns per-memory relevance scores (0-1), overall_score, confidence (gating signal), missing_topics, novel_context_count, and reasoning text; sessions with confidence <0.6 or low label variance are excluded from EMA updates and training data


id: 963a2e03-0c8c-47ba-a2d6-97fe014487ca
type: fact
source_type: session_end
tags: predictor,negative-labels,design
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
extraction_status: none
content:
  Negative memory signals: superseded memories (superseded_by IS NOT NULL) label = -0.3, importance <0.1 after decay label = 0.0, deleted within 24h of injection label = -0.5; trained alongside positive labels to actively push model away from harmful predictions, analogous to X algorithm's not_interested/block_author negative actions


id: 5397582d-c63e-4b87-8d1c-79f9bdc098ea
type: fact
source_type: session_end
tags: predictor,features,design-inspiration
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
extraction_status: none
content:
  Project embedding table (32 x 64 dims) allows model to discover project-specific relevance patterns; at 50 sessions/day across multiple projects, model has sufficient data to specialize; inspired by X algorithm's product_surface embedding for encoding interaction context


id: 9c9cead3-636b-4f35-adee-8bd49701104a
type: fact
source_type: session_end
tags: predictor,research,inspiration
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
extraction_status: none
content:
  Architecture inspired by four research sources: ACAN (cross-attention with LLM-based loss), Memory-R1 (outcome-driven RL, only 152 pairs needed), microgpt (Rust transformer, autograd, zero deps), X/Twitter algorithm (Phoenix ranker, two-tower retrieval, candidate isolation, weighted multi-action scoring, author diversity decay, behavioral signals)


id: 31fd5f1a-5c65-4194-b396-23a0a8916fd4
type: decision
source_type: session_end
tags: predictor,phases,implementation-plan
created_at: 2026-02-25T17:14:01.234Z
updated_at: 2026-02-25T17:14:01.234Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f125b64c-730c-4e7b-bda0-f0975cd60c15
extraction_status: none
content:
  Phases organized as: Phase 0 (data pipeline: session_memories table, pre-filtering, FTS tracking, behavioral labels), Phase 1 (Rust scaffold + autograd), Phase 2 (training pipeline), Phase 3 (daemon integration), Phase 4 (observability), Phase 5 (config), Phase 6 (pre-training path support), Phase 7 (documentation); each phase independently testable before next


id: 86dfcf1b-d132-42cc-a2e7-116b8525dcea
type: fact
source_id: c9721bcf-18b6-4b94-8b41-220a440a27a3
source_type: chunk
created_at: 2026-02-25T17:14:01.244Z
updated_at: 2026-02-25T17:14:01.244Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27 05:22:53
content_hash: 2c47a0f276f45c7f82b09684e50ce418596fed2da1b5ba8edd10951428851654
extraction_status: none
embedding_model: nomic-embed-text
content:
  ## Predictive Memory Scorer Evaluation Session Nicholai initiated a session to evaluate the predictive memory scorer design document (`docs/wip/predictive-memory-scorer.md`) against the X/Twitter algorithm reference code in `references/x-algorithm/`.

tags:
  openclaw,memory-log,2026-02-25,2026-02-25-predictive-memory-scorer-evaluation-session,hierarchical-section

normalized_content:
  ## predictive memory scorer evaluation session nicholai initiated a session to evaluate the predictive memory scorer design document (`docs/wip/predictive-memory-scorer.md`) against the x/twitter algorithm reference code in `references/x-algorithm/`


id: eaf19f63-1443-468b-9092-82c31c9e7a6e
type: learning
source_id: c9721bcf-18b6-4b94-8b41-220a440a27a3
source_type: chunk
created_at: 2026-02-25T17:14:01.244Z
updated_at: 2026-02-25T17:14:01.244Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27 05:22:53
content_hash: 03c32c7907caf7a55d7bae4cacdb688603ca2dbeecc7c60bd9d2740beec3d6bc
extraction_status: none
embedding_model: nomic-embed-text
content:
  The session began with reading the 1,775-line predictive scorer design doc, which outlines a comprehensive architecture for training a per-user learned memory ranking model using: - Cross-attention architecture (inspired by ACAN, Memory-R1, and X's Phoenix ranker) - ListNet-style listwise ranking lo

tags:
  openclaw,memory-log,2026-02-25,2026-02-25-predictive-memory-scorer-evaluation-session,hierarchical-section

normalized_content:
  the session began with reading the 1,775-line predictive scorer design doc, which outlines a comprehensive architecture for training a per-user learned memory ranking model using: - cross-attention architecture (inspired by acan, memory-r1, and x's phoenix ranker) - listnet-style listwise ranking lo


id: 56c1dae5-8754-40a3-a72b-c9822857f8ea
type: fact
source_id: c9721bcf-18b6-4b94-8b41-220a440a27a3
source_type: chunk
created_at: 2026-02-25T17:14:01.244Z
updated_at: 2026-02-25T17:14:01.244Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-25T23:02:28.631Z
content_hash: 10f452199288831deab2ed994a3b708a6f1379f47408028a19f686fc80f7012b
extraction_status: none
embedding_model: nomic-embed-text
content:
  ss with KL divergence - HashTrick tokenizer (16K buckets, 64-dim internal embedding space) - ~1.11M total parameters (sub-2M target) - Reciprocal Rank Fusion (RRF) for blending baseline and predictor scores - Cold start handling with gradual influence ramp (sessions 1-10: 0.2 cap, 11-20: 0.4 cap) -

tags:
  openclaw,memory-log,2026-02-25,2026-02-25-predictive-memory-scorer-evaluation-session,hierarchical-section

normalized_content:
  ss with kl divergence - hashtrick tokenizer (16k buckets, 64-dim internal embedding space) - ~1.11m total parameters (sub-2m target) - reciprocal rank fusion (rrf) for blending baseline and predictor scores - cold start handling with gradual influence ramp (sessions 1-10: 0.2 cap, 11-20: 0.4 cap) -


id: 694fc475-f7ca-4f7a-b19f-8974fc927b6b
type: fact
source_id: c9721bcf-18b6-4b94-8b41-220a440a27a3
source_type: chunk
created_at: 2026-02-25T17:14:01.244Z
updated_at: 2026-02-25T17:14:01.244Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 1e2ec62fef3edf744de5ade73f958e1479893a70aee6ae974ca368b655e58ee2
extraction_status: none
embedding_model: nomic-embed-text
content:
  Topic diversity decay (0.5 decay factor for >0.85 cosine similarity overlaps) - Behavioral training signals from FTS hit overlap during sessions - Drift detection via success rate EMA and replay buffer for recovery - Comprehensive observability (diagnostics domain, latency tracking, error ring, time

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  topic diversity decay (0.5 decay factor for >0.85 cosine similarity overlaps) - behavioral training signals from fts hit overlap during sessions - drift detection via success rate ema and replay buffer for recovery - comprehensive observability (diagnostics domain, latency tracking, error ring, time


id: 3eb65356-3d1d-4c3b-b907-73fef64bb140
type: fact
source_id: c9721bcf-18b6-4b94-8b41-220a440a27a3
source_type: chunk
created_at: 2026-02-25T17:14:01.244Z
updated_at: 2026-02-25T17:14:01.244Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: b7a0a52b9dc75240923a153369621cb56568d4777fcde9975d4d32d7fbce3599
extraction_status: none
embedding_model: nomic-embed-text
content:
  line events) Two Explore agents were spawned to examine the X algorithm reference code in depth (architecture, scoring mechanisms, candidate pipeline, training signals, cold start patterns, feature engineering, and the Phoenix/Thunder/HomeMixer components).

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  line events) two explore agents were spawned to examine the x algorithm reference code in depth (architecture, scoring mechanisms, candidate pipeline, training signals, cold start patterns, feature engineering, and the phoenix/thunder/homemixer components)


id: ccd2ead8-674d-4a53-9c20-df406569ea8e
type: fact
source_type: session_end
tags: analytics,telemetry,architecture
created_at: 2026-02-25T20:56:12.570Z
updated_at: 2026-02-25T20:56:12.570Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 3598fe7a-19e3-42d7-8f64-b68a34106c31
last_accessed: 2026-03-03T09:47:21.437Z
extraction_status: none
content:
  signetai packages/daemon/src/analytics.ts implements an in-memory analytics accumulator for ephemeral counters per daemon lifetime, with durable backing provided by structured logs and memory_history table


id: 16a6b2d6-6339-4e39-a6f0-1d2bda16e820
type: fact
source_type: session_end
tags: error-handling,telemetry
created_at: 2026-02-25T20:56:12.570Z
updated_at: 2026-02-25T20:56:12.570Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 3598fe7a-19e3-42d7-8f64-b68a34106c31
extraction_status: none
content:
  signetai error tracking uses a stage-keyed taxonomy with six error stages: extraction, decision, embedding, mutation, connector—each with specific error codes


id: 29602c6a-b1c8-4dd7-aa3c-f0aeab935263
type: fact
source_id: 42c074a7-c0ab-47ca-b62f-29fddc987b0d
source_type: chunk
created_at: 2026-02-25T20:56:12.576Z
updated_at: 2026-02-25T20:56:12.576Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T07:06:22.519Z
content_hash: 01b5c1c5b4fa1f6c1e9b8c0f30101ddea83acc3286def8e248fcca0c1f0c55a6
extraction_status: none
embedding_model: nomic-embed-text
content:
  ## Analytics & Telemetry Collection in signetai Nicholai asked how anonymous statistics about token usage, errors, and performance are collected in the signetai daemon. An exploration agent was dispatched to investigate the analytics system.

tags:
  openclaw,memory-log,2026-02-25,2026-02-25-analytics-telemetry-collection-in-signetai,hierarchical-section

normalized_content:
  ## analytics & telemetry collection in signetai nicholai asked how anonymous statistics about token usage, errors, and performance are collected in the signetai daemon. an exploration agent was dispatched to investigate the analytics system


id: 4edb0925-94fd-4696-b83f-19266ff0dd33
type: fact
source_id: 42c074a7-c0ab-47ca-b62f-29fddc987b0d
source_type: chunk
created_at: 2026-02-25T20:56:12.576Z
updated_at: 2026-02-25T20:56:12.576Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T07:06:22.519Z
content_hash: bd030d5ea2a05f79e0be6829f36fc19da7f90b4a8f8dd7ea57d5e761798ea97f
extraction_status: none
embedding_model: nomic-embed-text
content:
  Initial findings from `packages/daemon/src/analytics.ts` revealed that signetai uses an **in-memory analytics accumulator** for ephemeral counters during each daemon lifetime.

tags:
  openclaw,memory-log,2026-02-25,2026-02-25-analytics-telemetry-collection-in-signetai,hierarchical-section

normalized_content:
  initial findings from `packages/daemon/src/analytics.ts` revealed that signetai uses an **in-memory analytics accumulator** for ephemeral counters during each daemon lifetime


id: c8b7566e-e02a-4b07-96de-891be8f27a9d
type: fact
source_id: 42c074a7-c0ab-47ca-b62f-29fddc987b0d
source_type: chunk
created_at: 2026-02-25T20:56:12.576Z
updated_at: 2026-02-25T20:56:12.576Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T07:06:22.519Z
content_hash: 2052d33acee256e2b55a41939bfcf5b1af02a9ecf006cc211e273c538bfe7f5f
extraction_status: none
embedding_model: nomic-embed-text
content:
  The system does not persist analytics directly—instead, it relies on structured logs and the `memory_history` database table for durable backing of any metrics that need to survive restarts.

tags:
  openclaw,memory-log,2026-02-25,2026-02-25-analytics-telemetry-collection-in-signetai,hierarchical-section

normalized_content:
  the system does not persist analytics directly—instead, it relies on structured logs and the `memory_history` database table for durable backing of any metrics that need to survive restarts


id: 36bf87d9-3fc1-4591-84a7-745911c88409
type: fact
source_id: 42c074a7-c0ab-47ca-b62f-29fddc987b0d
source_type: chunk
created_at: 2026-02-25T20:56:12.576Z
updated_at: 2026-02-25T20:56:12.576Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T07:02:10.595Z
content_hash: 26de0c5e8ce3cc1f3e500db159c30057eaea3a1993f825a9e52500ad1d17f849
extraction_status: none
embedding_model: nomic-embed-text
content:
  Usage metrics include `EndpointStats` (count, errors, latency) and `ActorStats` (requests, remembers, recalls). Investigation was ongoing at session end.

tags:
[cell repeats an earlier one in this file: 105 characters]

normalized_content:
  usage metrics include `endpointstats` (count, errors, latency) and `actorstats` (requests, remembers, recalls). investigation was ongoing at session end


id: 7c33e21d-9b41-45ba-bbfd-e3c0750b2d68
type: fact
source_type: manual
tags: voice,tts,transcription
created_at: 2026-02-26T01:36:50.861Z
updated_at: 2026-02-26T01:36:50.861Z
updated_by: clawdbot
vector_clock: {}
who: clawdbot
why: explicit
last_accessed: 2026-02-26T07:21:55.640Z
content_hash: ef844069d7798e55357738b2327262f4d9ff3e276b53afb7e6a0000c8aa48346
extraction_status: none
embedding_model: nomic-embed-text
content:
  transcribe voice messages with hyprwhspr, respond with qwen3tts when VRAM available or signet-voice skill otherwise

normalized_content:
  transcribe voice messages with hyprwhspr, respond with qwen3tts when vram available or signet-voice skill otherwise


id: 80c1ae70-03cf-427c-bb0b-caea8852bd5e
type: fact
source_type: session_end
tags: openmarketui,project-structure,architecture
created_at: 2026-02-26T07:02:23.410Z
updated_at: 2026-02-26T07:02:23.410Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 2a294590-6d4c-4533-84d0-93151b090f63
last_accessed: 2026-03-02T06:29:49.205Z
extraction_status: none
content:
  OpenmarketUI is a monorepo prediction market trading platform combining Rust crates, Node.js packages, and a web UI, located at /home/nicholai/openmarketui


id: 7ccd376e-f0e0-4ffb-848e-50c789a16c3f
type: fact
source_type: session_end
tags: openmarketui,architecture,directory-structure
created_at: 2026-02-26T07:02:23.410Z
updated_at: 2026-02-26T07:02:23.410Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 2a294590-6d4c-4533-84d0-93151b090f63
last_accessed: 2026-02-26T07:21:55.640Z
extraction_status: none
content:
  The codebase includes Rust workspace (crates/pm-core, pm-store, pm-garden, pm-server), Python/Node.js trading engines (compost/kalshi, compost/polymarket), watchtower TUI, and web frontend components


id: e84ca743-7bfb-4d55-9832-db7b70705a89
type: preference
source_type: session_end
tags: nicholai,preferences,workflow
created_at: 2026-02-26T07:02:23.410Z
updated_at: 2026-02-26T07:02:23.410Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 2a294590-6d4c-4533-84d0-93151b090f63
last_accessed: 2026-02-26T07:21:55.640Z
extraction_status: none
content:
  Nicholai prefers naming consistency audits to be done via subagent deployment rather than manual checking, prioritizing comprehensive codebase coverage


id: f0240e10-8cf8-4937-bfba-3796f8610ecf
type: fact
source_id: 577689be-1aa4-4c9f-8170-74f05fdd8925
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-openmarketui-naming-audit,hierarchical-section
created_at: 2026-02-26T07:02:23.416Z
updated_at: 2026-02-26T07:02:23.416Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T07:21:55.640Z
content_hash: d58297e9829215da5dff7d7ed962ac9e793e42a354d50ddfb12c98a4c65698df
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## OpenmarketUI Naming Audit Nicholai requested a comprehensive audit of the OpenmarketUI codebase to ensure the project name is reflected consistently across all files and configurations. An Explore-type subagent was deployed to systematically search for naming inconsistencies.

normalized_content:
  ## openmarketui naming audit nicholai requested a comprehensive audit of the openmarketui codebase to ensure the project name is reflected consistently across all files and configurations. an explore-type subagent was deployed to systematically search for naming inconsistencies


id: f335d723-5e40-43f3-b13e-b2dcfec496d5
type: fact
source_id: 577689be-1aa4-4c9f-8170-74f05fdd8925
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-openmarketui-naming-audit,hierarchical-section
created_at: 2026-02-26T07:02:23.416Z
updated_at: 2026-02-26T07:02:23.416Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T07:08:50.060Z
content_hash: 395fe126fd6f742af37aed4ab7883641f40ce81ae2245ea8955227d8f66c7062
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The agent began conducting a thorough audit covering: - All package.json files and their `name` fields - All Cargo.toml files and package definitions - README files and documentation titles - HTML/meta tags and configuration files - The web/ directory components (index.astro, Layout.astro, etc.) The session initiated the exploration workflow but was still in progress at the time this snapshot was taken.

normalized_content:
  the agent began conducting a thorough audit covering: - all package.json files and their `name` fields - all cargo.toml files and package definitions - readme files and documentation titles - html/meta tags and configuration files - the web/ directory components (index.astro, layout.astro, etc.) the session initiated the exploration workflow but was still in progress at the time this snapshot was taken


id: 62c968e2-a8a3-424e-bc84-880cb082f3c1
type: fact
source_type: session_end
tags: openmarketui,web,astro,deployment
created_at: 2026-02-26T07:06:37.143Z
updated_at: 2026-02-26T07:06:37.143Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui/web
session_id: 76886eaf-e887-4ae7-b004-ff7b31c22309
extraction_status: none
content:
  The web/ directory in openmarketui contains an Astro-based site (astro.config.mjs, src/, public/) deployed to Cloudflare Pages via wrangler


id: 38a61164-88a0-462f-8b79-98d1fe929d4b
type: fact
source_type: session_end
tags: openmarketui,design,skill
created_at: 2026-02-26T07:06:37.143Z
updated_at: 2026-02-26T07:06:37.143Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui/web
session_id: 76886eaf-e887-4ae7-b004-ff7b31c22309
last_accessed: 2026-02-26T07:16:11.398Z
extraction_status: none
content:
  openmarketui-design skill is available for refining UI and design system implementation in the OpenMarketUI project


id: cfd7f31a-9c15-48f9-b8a1-80be6cd167f4
type: procedural
source_id: 72d48740-6347-4fcb-9b26-ff8ee6ae9705
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-openmarketui-design-refinement,hierarchical-section
created_at: 2026-02-26T07:06:37.147Z
updated_at: 2026-02-26T07:25:10.850Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T07:21:55.640Z
content_hash: 5506fb69e64653688fa18122b3975ece9607540bf289c8ea2e4f1a80205866d8
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The `/openmarketui-design` skill accepts design annotations extracted from screenshots as input for design refinement

normalized_content:
  the `/openmarketui-design` skill accepts design annotations extracted from screenshots as input for design refinement


id: 7b933b4a-b0ae-4e4e-9f1d-13da5df6ccd2
type: fact
source_id: 72d48740-6347-4fcb-9b26-ff8ee6ae9705
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-openmarketui-design-refinement,hierarchical-section
created_at: 2026-02-26T07:06:37.147Z
updated_at: 2026-02-26T07:06:37.147Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T07:16:11.398Z
content_hash: 488ac7e9428ee7d2c6a739f3c108406b5b53469383802efe275902713dbc4526
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The user provided detailed visual design specifications as reference material for matching the site more closely to their intended design system. The web directory contains an Astro-based static site deployed to Cloudflare Pages.

normalized_content:
  the user provided detailed visual design specifications as reference material for matching the site more closely to their intended design system. the web directory contains an astro-based static site deployed to cloudflare pages


id: df9e52d3-1196-4ef0-a54a-c570ef76bd61
type: fact
source_id: 72d48740-6347-4fcb-9b26-ff8ee6ae9705
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-openmarketui-design-refinement,hierarchical-section
created_at: 2026-02-26T07:06:37.147Z
updated_at: 2026-02-26T07:06:37.147Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T07:16:11.398Z
content_hash: ea5c876e79d16066146dfab4bad4c286484be24398aec3ecc867d8f2c191c344
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  User is working to align the visual presentation with OpenMarketUI's design system specifications. Session state: Design specification review initiated; full refinement work not yet visible in conversation history due to truncation.

normalized_content:
  user is working to align the visual presentation with openmarketui's design system specifications. session state: design specification review initiated; full refinement work not yet visible in conversation history due to truncation


id: 9d939814-aed0-44ce-ac6a-a8cf84d75f14
type: fact
source_id: openclaw:2026-02-26-session-initialization:916090ae0fec4be1
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-26,2026-02-26-session-initialization,hierarchical-section
created_at: 2026-02-26T07:08:59.767Z
updated_at: 2026-02-26T07:08:59.767Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T07:21:55.640Z
content_hash: eacfab67d026ba85928e3e3a4d30891dc045bae57edfa6697651ca5d9f9a2209
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Session Initialization Session started at 07:08 UTC with Signet hook execution and Claude Code remote control bridge activated. No coding work was performed in this session—only initialization occurred.

normalized_content:
  ## session initialization session started at 07:08 utc with signet hook execution and claude code remote control bridge activated. no coding work was performed in this session—only initialization occurred


id: 8d1316d3-3a7d-4508-9a67-03f7d02180bd
type: decision
source_id: f6e76f41-f5e5-423d-8d0d-e4b2ce076198
source_type: pipeline-v2
created_at: 2026-02-26T07:12:45.372Z
updated_at: 2026-02-26T07:12:45.372Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-26T07:56:23.739Z
content_hash: 05a467c36caeb2222c8e8b3edcfd7a2aeedd327c4c0d734ddd2545c482160a6b
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  TypeScript code in this project must use `unknown` with narrowing instead of `any` types, as documented in CLAUDE.md

normalized_content:
  typescript code in this project must use `unknown` with narrowing instead of `any` types, as documented in claude.md


id: d82672c0-e692-41b3-9d0a-e43963233d3a
type: fact
source_id: openclaw:2026-02-26-session-initialization-2:33a75c4754a5bfb6
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-26,2026-02-26-session-initialization-2,hierarchical-section
created_at: 2026-02-26T07:16:29.561Z
updated_at: 2026-02-26T07:16:29.561Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T07:21:55.640Z
content_hash: 88bc5bf85a36cc6513c876d27405284664c719604f609ec7d3fe4c1b18d8685d
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Session Initialization Session started on openmarketui repository. No substantive work or discussions occurred—session only shows startup hook execution and bridge status confirmation.

normalized_content:
  ## session initialization session started on openmarketui repository. no substantive work or discussions occurred—session only shows startup hook execution and bridge status confirmation


id: 9e31f3c3-4253-4be0-9967-38e71f630242
type: decision
source_type: session_end
tags: architecture,product-vision,openmarketui
created_at: 2026-02-26T07:22:01.519Z
updated_at: 2026-02-26T07:22:01.519Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: edb46720-3cfc-4914-84e7-abbfd80b5906
last_accessed: 2026-02-26T07:56:23.739Z
extraction_status: none
content:
  OpenMarketUI is a trading strategy IDE with UI-first architecture — the web and watchtower layers are the actual product surface where users compose strategies and train models, not auxiliary interfaces for a backend engine.


id: 70b244dc-0a16-48e7-ae47-adfc96620144
type: fact
source_type: session_end
tags: architecture,backend,openmarketui
created_at: 2026-02-26T07:22:01.519Z
updated_at: 2026-02-26T07:22:01.519Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: edb46720-3cfc-4914-84e7-abbfd80b5906
last_accessed: 2026-02-26T07:56:23.739Z
extraction_status: none
content:
  The Rust backend in OpenMarketUI (execution, backtesting, scoring pipeline) is an enabler for the interface-first product, not the primary deliverable.


id: aaabfbd2-9ce1-45df-b674-a23861821439
type: fact
source_id: 149f3786-0867-4e5f-8a0b-ae2d1193e5eb
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-project-scope-clarification,hierarchical-section
created_at: 2026-02-26T07:22:01.523Z
updated_at: 2026-02-26T07:22:01.523Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: e9cdc15861b5bd768b106b6d7dfe93105827bd521929065d622ad8fef183a657
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Project Scope Clarification Brief session focused on establishing correct understanding of OpenMarketUI's core purpose.

normalized_content:
  ## project scope clarification brief session focused on establishing correct understanding of openmarketui's core purpose


id: 5f725251-d4b8-423d-841e-05d6998b2fc6
type: rationale
source_id: 149f3786-0867-4e5f-8a0b-ae2d1193e5eb
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-project-scope-clarification,hierarchical-section
created_at: 2026-02-26T07:22:01.523Z
updated_at: 2026-02-26T07:33:59.997Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 335dcff6bf5ae283b4adb590e814974e31e4ee420f29e7c7b756540c45f52fbc
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  In the UI-first mental model for OpenMarketUI, the web and watchtower UI layers are recognized as the actual product surface that users interact with, rather than merely being interfaces to a backend engine

normalized_content:
  in the ui-first mental model for openmarketui, the web and watchtower ui layers are recognized as the actual product surface that users interact with, rather than merely being interfaces to a backend engine


id: ab44f6e2-6345-4539-8a94-0702be5113ac
type: fact
source_id: 149f3786-0867-4e5f-8a0b-ae2d1193e5eb
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-project-scope-clarification,hierarchical-section
created_at: 2026-02-26T07:22:01.523Z
updated_at: 2026-02-26T07:22:01.523Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 2be528a37867508f4bb6039c4785676499e4927d341a0c186714d19d65ea7513
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Rust backend provides the heavy lifting (execution, backtesting, scoring pipeline) but is enabler, not the primary deliverable. Architecture and pipeline remain unchanged: Source → Filter → Scorer → Selector → OrderExecutor with agricultural metaphor (specimens, beds, harvests, immune system).

normalized_content:
  rust backend provides the heavy lifting (execution, backtesting, scoring pipeline) but is enabler, not the primary deliverable. architecture and pipeline remain unchanged: source → filter → scorer → selector → orderexecutor with agricultural metaphor (specimens, beds, harvests, immune system)


id: 60e12718-0453-40a3-a48e-100fdb120948
type: fact
source_id: 149f3786-0867-4e5f-8a0b-ae2d1193e5eb
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-project-scope-clarification,hierarchical-section
created_at: 2026-02-26T07:22:01.523Z
updated_at: 2026-02-26T07:22:01.523Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-03-04T13:17:43.268Z
content_hash: d0fc36929306b25e854eee868b2b7fa0032b9c6eee65ba3e0a2e435de34262d3
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Kalshi in Rust; Polymarket (weather markets) in Python planned. No code changes this session. Focus was repositioning mental model of the project as UI-first product rather than backend engine.

normalized_content:
  kalshi in rust; polymarket (weather markets) in python planned. no code changes this session. focus was repositioning mental model of the project as ui-first product rather than backend engine


id: b72b4eb6-5328-4377-a19b-2bd9d91605d2
type: decision
source_id: f0240e10-8cf8-4937-bfba-3796f8610ecf
source_type: pipeline-v2
created_at: 2026-02-26T07:22:27.409Z
updated_at: 2026-02-26T07:22:27.409Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-26T07:56:23.739Z
content_hash: aa44e1a24ab41e4cf3eeb7f64ec38eda90463c4f99203e6f92e79d7721f51b25
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Nicholai requested a comprehensive audit of the OpenMarketUI codebase to ensure the project name is reflected consistently across all files and configurations

normalized_content:
  nicholai requested a comprehensive audit of the openmarketui codebase to ensure the project name is reflected consistently across all files and configurations


id: 95a01a6a-f295-4d7e-bc55-d394d98529ed
type: semantic
source_id: f0240e10-8cf8-4937-bfba-3796f8610ecf
source_type: pipeline-v2
created_at: 2026-02-26T07:22:27.409Z
updated_at: 2026-02-26T07:22:27.409Z
updated_by: pipeline-v2
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why: extracted-fact
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The Explore subagent is used for automating systematic searches across codebases for pattern matching and inconsistency detection

normalized_content:
  the explore subagent is used for automating systematic searches across codebases for pattern matching and inconsistency detection


id: 02932cd8-b42a-47bf-bf00-c31b57debce5
type: fact
source_id: openclaw:2026-02-26-session-start:504402317ec3d780
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-26,2026-02-26-session-start,hierarchical-section
created_at: 2026-02-26T07:22:37.573Z
updated_at: 2026-02-26T07:22:37.573Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
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last_accessed: 2026-02-28T00:27:30.578Z
content_hash: 9b113a068a9aa43632daab7c1244d51e3dfc2a7565dbf959b81775295fe23c70
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Session Start Session initialized for openmarketui project at `/home/nicholai/openmarketui` on main branch. Remote control bridge activated. No coding work or changes completed in this session — only initialization housekeeping via Signet hook.

normalized_content:
  ## session start session initialized for openmarketui project at `/home/nicholai/openmarketui` on main branch. remote control bridge activated. no coding work or changes completed in this session — only initialization housekeeping via signet hook


id: ba8966e9-4914-437c-9a82-48eba2729a01
type: fact
source_type: session_end
tags: monorepo,turborepo,pnpm,architecture
created_at: 2026-02-26T07:23:13.329Z
updated_at: 2026-02-26T07:23:13.329Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 66fbe30f-be32-4c80-b6ff-3d4eb59d66e6
last_accessed: 2026-02-26T08:55:43.116Z
extraction_status: none
content:
  openmarketui uses Turborepo + pnpm workspaces for monorepo orchestration with both Rust (cargo) and JavaScript (bun/pnpm) package managers


id: becf261b-e488-468a-b127-f4d6cb8430f9
type: fact
source_type: session_end
tags: javascript,workspace,packages
created_at: 2026-02-26T07:23:13.329Z
updated_at: 2026-02-26T07:23:13.329Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 66fbe30f-be32-4c80-b6ff-3d4eb59d66e6
last_accessed: 2026-02-26T08:53:28.272Z
extraction_status: none
content:
  JavaScript workspace consists of watchtower (opentui React terminal UI for monitoring) and web (Astro landing page on Cloudflare Pages)


id: 32fc2d59-e01e-4b0c-ab35-650ac6e37d7c
type: procedural
source_id: openclaw:2026-02-26-monorepo-management-skill-review:b1d66547f4cecf31
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-26,2026-02-26-monorepo-management-skill-review,hierarchical-section
created_at: 2026-02-26T07:23:13.333Z
updated_at: 2026-02-26T07:38:58.433Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 2a698d8ac04fe40466d040aa6b571454ea8530cdc006494bc5b13a0185b87370
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  User reviewed guidance on monorepo best practices and conventions but did not apply changes to the project structure

normalized_content:
  user reviewed guidance on monorepo best practices and conventions but did not apply changes to the project structure


id: 20168579-8a1c-4518-b5c6-e41962e75f9b
type: semantic
source_id: openclaw:2026-02-26-monorepo-management-skill-review:2cc7dfa11f71bb52
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-26,2026-02-26-monorepo-management-skill-review,hierarchical-section
created_at: 2026-02-26T07:23:13.361Z
updated_at: 2026-02-26T07:38:03.966Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: bbcd1d2197396ea539a8f91ea361daeec9c4183e3d8b528af20acf2546e6129d
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  OpenMarketUI project directory structure includes compost (standalone trading engines), data (market data), docs (documentation), and tools (Python utility scripts)

normalized_content:
  openmarketui project directory structure includes compost (standalone trading engines), data (market data), docs (documentation), and tools (python utility scripts)


id: b2e99638-cf7d-4bde-b5a6-1cb86483997b
type: fact
source_id: openclaw:2026-02-26-monorepo-management-skill-review:aaeb75302699a7c8
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-26,2026-02-26-monorepo-management-skill-review,hierarchical-section
created_at: 2026-02-26T07:23:13.375Z
updated_at: 2026-02-26T07:23:13.375Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
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content_hash: b2a8901921df64903e2e07e00d65e2b509de94acdcba6ce6947392ac93ce833c
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Next Steps No implementation changes were made in this session. The user reviewed guidance on monorepo best practices and conventions but did not yet apply specific changes to the project structure. Ready to implement recommendations when user directs specific scaffolding work.

normalized_content:
  ## next steps no implementation changes were made in this session. the user reviewed guidance on monorepo best practices and conventions but did not yet apply specific changes to the project structure. ready to implement recommendations when user directs specific scaffolding work


id: 9e55e0c8-a7f2-478b-89df-cda4dab9a56c
type: fact
source_id: ab44f6e2-6345-4539-8a94-0702be5113ac
source_type: pipeline-v2
created_at: 2026-02-26T07:32:44.232Z
updated_at: 2026-02-26T07:32:44.232Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-26T07:56:23.739Z
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The OpenMarketUI trading pipeline follows a trait-based architecture: Source → Filter → Scorer → Selector → OrderExecutor

normalized_content:
  the openmarketui trading pipeline follows a trait-based architecture: source → filter → scorer → selector → orderexecutor


id: 9727cdc8-0383-412d-935f-51e3fb810e05
type: fact
source_id: openclaw:2026-02-26-session-initialization-3:3cf7ad7ce6a5bd02
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-26,2026-02-26-session-initialization-3,hierarchical-section
created_at: 2026-02-26T07:34:13.680Z
updated_at: 2026-02-26T07:34:13.680Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
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content_hash: dcfb41ddf7cf96b63d137a562506f6990abfc6954f2a45b51ece921b1e05d783
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Session Initialization Session started with Signet hook integration active. Remote control bridge established at `/remote-control`. No substantive coding work or discussions occurred during this session interval — only system initialization and bridge status confirmation.

normalized_content:
  ## session initialization session started with signet hook integration active. remote control bridge established at `/remote-control`. no substantive coding work or discussions occurred during this session interval — only system initialization and bridge status confirmation


id: 8d816146-4ab5-42e3-add9-204716d97290
type: decision
source_type: session_end
tags: watchtower,architecture,goal
created_at: 2026-02-26T07:55:19.196Z
updated_at: 2026-02-26T07:55:19.196Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 0f9726ad-8674-4919-8ec9-4a310c259b7c
last_accessed: 2026-03-02T06:29:56.099Z
extraction_status: none
content:
  watchtower goal is to support both opentui terminal rendering and web browser rendering from a single React codebase


id: 0cf1cccc-9aa9-4d11-86b9-7a1a07353831
type: fact
source_type: session_end
tags: watchtower,tech-stack
created_at: 2026-02-26T07:55:19.196Z
updated_at: 2026-02-26T07:55:19.196Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 0f9726ad-8674-4919-8ec9-4a310c259b7c
last_accessed: 2026-02-26T08:55:43.116Z
extraction_status: none
content:
  watchtower uses React, opentui (terminal rendering layer), and Zustand for state management with WebSocket connections to pm-server


id: e3ff243c-2541-40f0-aef9-c7b06a5dc1f5
type: fact
source_id: 7f2222a2-db04-4adf-8d16-154678fe6336
source_type: chunk
created_at: 2026-02-26T07:55:19.202Z
updated_at: 2026-02-26T07:55:19.202Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: fbbb2bfb884381e85b461fe2c7081ffca602ac04688d64be37959c9f6190d080
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Watchtower Web UI Architecture Planning Nicholai requested enhancement to make watchtower function as both a terminal UI and web UI.

tags:
  openclaw,memory-log,2026-02-26,2026-02-26-watchtower-web-ui-architecture-planning,hierarchical-section

normalized_content:
  ## watchtower web ui architecture planning nicholai requested enhancement to make watchtower function as both a terminal ui and web ui


id: ebb980c0-4521-4282-ad50-463e31b384f9
type: semantic
source_id: 7f2222a2-db04-4adf-8d16-154678fe6336
source_type: chunk
created_at: 2026-02-26T07:55:19.202Z
updated_at: 2026-02-27T05:39:13.221Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: b9b0032cb6a8616c3176b27a0c15052640af8fe73469d26066dc0edea591a91b
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The `watchtower/` directory contains a React terminal UI built with opentui and zustand, published as NPM package `openmarketui-watchtower`

tags:
  openclaw,memory-log,2026-02-26,2026-02-26-watchtower-web-ui-architecture-planning,hierarchical-section

normalized_content:
  the `watchtower/` directory contains a react terminal ui built with opentui and zustand, published as npm package `openmarketui-watchtower`


id: b8ef693d-fd9d-474d-ba16-3d5a69f3a0fc
type: procedural
source_id: 7f2222a2-db04-4adf-8d16-154678fe6336
source_type: chunk
created_at: 2026-02-26T07:55:19.202Z
updated_at: 2026-02-26T07:58:52.971Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: bd14326b2d9fe85999061dbda522c8dbdc7cd4b48b3c690cd4fa3ff1d2a55af1
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  An Explore agent investigation of openmarketui codebase covered: file structure, package.json configuration and entry points, bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration

tags:
  openclaw,memory-log,2026-02-26,2026-02-26-watchtower-web-ui-architecture-planning,hierarchical-section

normalized_content:
  an explore agent investigation of openmarketui codebase covered: file structure, package.json configuration and entry points, bootstrapping logic, opentui integration patterns, react component structure, state management implementation, data fetching mechanisms, and typescript/build configuration


id: 0edf0e44-0a45-41fa-8267-b32230148818
type: fact
source_id: 7f2222a2-db04-4adf-8d16-154678fe6336
source_type: chunk
created_at: 2026-02-26T07:55:19.202Z
updated_at: 2026-02-26T07:55:19.202Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: eb89afb427bcec1a11248ce150406124144c80aad76a567bc7243800908b4c32
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Session Status: Architecture exploration in early stages (Explore agent initiated). Next step: review findings and design approach for dual-mode (TUI + web) rendering.

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  session status: architecture exploration in early stages (explore agent initiated). next step: review findings and design approach for dual-mode (tui + web) rendering


id: 86cdb25f-f265-4de6-b639-e0db012751e2
type: fact
source_type: session_end
tags: architecture,pipeline,openmarketui
created_at: 2026-02-26T07:56:43.290Z
updated_at: 2026-02-26T07:56:43.290Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 5737ca97-15e9-4f30-99d6-828825b15233
last_accessed: 2026-02-26T08:55:43.116Z
extraction_status: none
content:
  OpenMarketUI pipeline architecture flows as: Source → Filter → Scorer → Selector → OrderExecutor, with all traits defined in crates/pm-core/src/traits.rs


id: 97ff1a90-25d5-4238-b1a3-05974ea00550
type: fact
source_type: session_end
tags: microgpt,reference,ml-model,autograd
created_at: 2026-02-26T07:56:43.290Z
updated_at: 2026-02-26T07:56:43.290Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 5737ca97-15e9-4f30-99d6-828825b15233
last_accessed: 2026-02-26T08:55:43.116Z
extraction_status: none
content:
  MicroGPT reference (references/microgpt/src/main.rs) is a Rust implementation of Karpathy's microgpt.py using operation-level autograd with Vec<f64> tensor operations instead of scalar Value nodes for efficiency


id: 6c7599f4-3a0e-46cb-97b1-a5b3ff8b335e
type: decision
source_type: session_end
tags: signet,docs,naming
created_at: 2026-02-26T07:56:43.290Z
updated_at: 2026-02-26T07:56:43.290Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 5737ca97-15e9-4f30-99d6-828825b15233
last_accessed: 2026-02-26T08:55:43.116Z
extraction_status: none
content:
  docs/cross-attention.md contains the Signet Memory Pipeline v2 Implementation Specification, not trading-specific cross-attention architecture


id: 058e4ae9-98ac-42af-83f6-f97f2f77894e
type: goal
source_type: session_end
tags: openmarketui,ml-integration,trading
created_at: 2026-02-26T07:56:43.290Z
updated_at: 2026-02-26T07:56:43.290Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 5737ca97-15e9-4f30-99d6-828825b15233
last_accessed: 2026-02-26T08:55:43.116Z
extraction_status: none
content:
  User goal: integrate an ML model (like microgpt) alongside the heuristic trading pipeline in OpenMarketUI for enhanced strategy evaluation


id: 1b780668-166c-4e36-9f1f-62c0153ddec2
type: fact
source_id: 6d257f29-4755-4980-9507-388d69c53de9
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-model-integration-exploration,hierarchical-section
created_at: 2026-02-26T07:56:43.296Z
updated_at: 2026-02-26T08:00:54.182Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: f8610663eef56b5cf0d4822f82c2eae6ebd252f22912f90752a129f4969e7e6b
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  OpenMarketUI currently operates with a heuristic-based trading pipeline that the proposed ML model would integrate alongside

normalized_content:
  openmarketui currently operates with a heuristic-based trading pipeline that the proposed ml model would integrate alongside


id: a58ec62d-e6fc-494d-859b-d5a90de56fa1
type: rationale
source_id: 6d257f29-4755-4980-9507-388d69c53de9
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-model-integration-exploration,hierarchical-section
created_at: 2026-02-26T07:56:43.296Z
updated_at: 2026-02-26T08:02:47.198Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: d4123ac81bbc17bf7be43f8b4b90d693bcdf04c835cea9cacf4a6cd7ea52805f
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  MicroGPT's operation-level autograd optimization reduces memory and computational overhead by using single tape entries per operation instead of thousands of scalar Value nodes that would be created in a naive implementation

normalized_content:
  microgpt's operation-level autograd optimization reduces memory and computational overhead by using single tape entries per operation instead of thousands of scalar value nodes that would be created in a naive implementation


id: b89f598b-0d28-44e2-bf39-d4b1a33e66e6
type: learning
source_id: 6d257f29-4755-4980-9507-388d69c53de9
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-model-integration-exploration,hierarchical-section
created_at: 2026-02-26T07:56:43.296Z
updated_at: 2026-02-26T07:56:43.296Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: b42fda254552dfb359cfa664ae18643b5cffc624432e0c288c516dcdb4edabb6
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Note: `docs/cross-attention.md` was discovered to be the Signet Memory Pipeline v2 spec rather than a trading-specific cross-attention design, suggesting the filename may be misleading or the reference intent differed from the actual content.

normalized_content:
  note: `docs/cross-attention.md` was discovered to be the signet memory pipeline v2 spec rather than a trading-specific cross-attention design, suggesting the filename may be misleading or the reference intent differed from the actual content


id: 2a459878-70cf-4ca8-983c-b1445c614c48
type: fact
source_id: 6d257f29-4755-4980-9507-388d69c53de9
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-model-integration-exploration,hierarchical-section
created_at: 2026-02-26T07:56:43.296Z
updated_at: 2026-02-26T07:56:43.296Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: adf4241561b25346693b4bf94afdaf8bf5604f5036238d5349071c6b2cb33a71
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Session was in initial exploration/orientation phase when captured. No implementation work had begun yet.

normalized_content:
  session was in initial exploration/orientation phase when captured. no implementation work had begun yet


id: 780b1768-8300-48b4-98b5-85837842ae64
type: issue
source_id: openclaw:2026-02-26-pm-server-build-initiation:08e320f89c4da713
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-26,2026-02-26-pm-server-build-initiation,hierarchical-section
created_at: 2026-02-26T08:14:41.498Z
updated_at: 2026-02-26T08:14:41.498Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 9c4fda66af60a6063ac4f885e3b82d02bd68d6854198deb4c898101f747d213e
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## PM Server Build Initiation Nicholai requested to build and run the pm-server. Claude issued `cargo build --release -p pm-server` to perform a release build. Compilation of workspace crates (pm-core, pm-garden, axum, tokio-tungstenite, and dependencies) began successfully. The session ended mid-compilation; the build did not complete and the server was not run.

normalized_content:
  ## pm server build initiation nicholai requested to build and run the pm-server. claude issued `cargo build --release -p pm-server` to perform a release build. compilation of workspace crates (pm-core, pm-garden, axum, tokio-tungstenite, and dependencies) began successfully. the session ended mid-compilation; the build did not complete and the server was not run


id: 1466eb83-5885-45de-93b0-9da3a434ffc7
type: task
source_type: session_end
tags: watchtower,feature,backdata,ui
created_at: 2026-02-26T08:53:45.121Z
updated_at: 2026-02-26T08:53:45.121Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: c49cfe41-eb81-4320-80a1-93d49af78178
last_accessed: 2026-03-02T07:08:11.563Z
extraction_status: none
content:
  Watchtower UI needs a backdata collection interface to allow users to pull historical market data from the terminal


id: e993d638-f95d-4ae8-9602-dd4f850516f6
type: fact
source_id: openclaw:2026-02-26-session-initialization-4:1386f3b8b4a7f004
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-26,2026-02-26-session-initialization-4,hierarchical-section
created_at: 2026-02-26T08:53:45.127Z
updated_at: 2026-02-26T08:53:45.127Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 1cd410d9a9b75c29be1b1df9baded45ffdee8af1e6aa49dd3df4ee847fd47fc8
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Session Initialization Session began at 07:55 UTC. User invoked the interface-design skill to begin work on adding a backdata collection feature to the watchtower terminal UI.

normalized_content:
  ## session initialization session began at 07:55 utc. user invoked the interface-design skill to begin work on adding a backdata collection feature to the watchtower terminal ui


id: 2b051df2-5c59-4454-a809-5cb5a0566585
type: fact
source_id: openclaw:2026-02-26-session-initialization-4:0fb669d5f5731b51
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-26,2026-02-26-session-initialization-4,hierarchical-section
created_at: 2026-02-26T08:53:45.803Z
updated_at: 2026-02-26T08:53:45.803Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T09:15:04.161Z
content_hash: c8e4d5a7cf16f945b6f2dba6eafecb68eca149d2fb000416c848c4a98b62f4ce
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Task Scope The objective is to design a user interface within watchtower that enables users to pull and collect historical market data (backdata). The interface-design skill was loaded to guide the design process following craft-first principles: exploring the product domain, defining user intent, identifying signature elements, and avoiding generic defaults.

normalized_content:
  ## task scope the objective is to design a user interface within watchtower that enables users to pull and collect historical market data (backdata). the interface-design skill was loaded to guide the design process following craft-first principles: exploring the product domain, defining user intent, identifying signature elements, and avoiding generic defaults


id: ad3de977-52ce-42de-a791-fcddc9d151af
type: procedural
source_id: openclaw:2026-02-26-session-initialization-4:048ae61c0f747051
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-26,2026-02-26-session-initialization-4,hierarchical-section
created_at: 2026-02-26T08:53:45.822Z
updated_at: 2026-02-26T08:56:59.105Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T09:15:04.161Z
content_hash: 041e37d8896ac65ba76f4d2657d0f551626b319d77be78585a16c8936f391071
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The project workflow includes three sequential phases: methodology establishment (via documentation), exploration phase, and proposal phase

normalized_content:
  the project workflow includes three sequential phases: methodology establishment (via documentation), exploration phase, and proposal phase


id: c7b1fcb8-7e64-4417-b2bb-995fe72c55aa
type: procedural
source_id: 2b051df2-5c59-4454-a809-5cb5a0566585
source_type: pipeline-v2
created_at: 2026-02-26T08:55:53.171Z
updated_at: 2026-02-26T08:55:53.171Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-27T05:20:55.413Z
content_hash: f8324ea579d9e75b3f398cf69fd4fbc75b6c7b1bfe1fe903476d308e83cde046
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The watchtower UI design follows craft-first principles that include: exploring the product domain, defining user intent, identifying signature elements, and avoiding generic defaults

normalized_content:
  the watchtower ui design follows craft-first principles that include: exploring the product domain, defining user intent, identifying signature elements, and avoiding generic defaults


id: c5075bb1-3bfc-4295-8b39-4f1fa5e4b91c
type: fact
source_type: session_end
tags: system,audio
created_at: 2026-02-26T09:12:47.347Z
updated_at: 2026-02-26T09:12:47.347Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f75df3fb-0d48-40c0-900e-1342742a36ad
last_accessed: 2026-02-27T05:05:41.272Z
extraction_status: none
content:
  Arch Linux system (kernel 6.18.9-arch1-2) uses PipeWire 1.4.10 with PulseAudio compatibility layer for audio management


id: bb472c41-1f97-461a-809a-29d4c8c5a23d
type: preference
source_type: session_end
tags: audio,hardware,preference
created_at: 2026-02-26T09:12:47.347Z
updated_at: 2026-02-26T09:12:47.347Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: f75df3fb-0d48-40c0-900e-1342742a36ad
last_accessed: 2026-02-27T05:05:41.272Z
extraction_status: none
content:
  HDMI audio output (alsa_output.pci-0000_01_00.1.hdmi-stereo) is the intended primary sink, not the USB BurrBrown DAC interface


id: c13a698d-de80-4934-accf-993af8613ff9
type: issue
source_id: 5ffc9b23-0d8b-4c44-8dd9-e018c87cf340
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-audio-playback-issue-troubleshooting,hierarchical-section
created_at: 2026-02-26T09:12:47.355Z
updated_at: 2026-02-26T09:12:47.355Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T03:33:32.310Z
content_hash: c6b75bd9b4764d09d1f19afd269134f088c80dda999388d42cfbcf72a5efdf25
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Audio Playback Issue Troubleshooting Nicholai reported system audio not playing back. Ran `pactl` diagnostics and found that PipeWire 1.4.10 was configured with two sinks: a USB BurrBrown audio interface (SUSPENDED) and HDMI stereo output (RUNNING).

normalized_content:
  ## audio playback issue troubleshooting nicholai reported system audio not playing back. ran `pactl` diagnostics and found that pipewire 1.4.10 was configured with two sinks: a usb burrbrown audio interface (suspended) and hdmi stereo output (running)


id: 6e8ce6a1-4c0a-42de-a7b7-b7edddc45930
type: fact
source_id: 5ffc9b23-0d8b-4c44-8dd9-e018c87cf340
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-audio-playback-issue-troubleshooting,hierarchical-section
created_at: 2026-02-26T09:12:47.355Z
updated_at: 2026-02-26T09:12:47.355Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T09:15:04.161Z
content_hash: 3d0a0b02d2a3176540fd200906ad4f81691f4077209c677fdc3a2c5cea1fadfa
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The HDMI sink was set as the default and showed RUNNING status, but no audio was outputting. Initial troubleshooting suggested the USB sink might be interfering, but Nicholai clarified that HDMI is the correct intended output.

normalized_content:
  the hdmi sink was set as the default and showed running status, but no audio was outputting. initial troubleshooting suggested the usb sink might be interfering, but nicholai clarified that hdmi is the correct intended output


id: bf013e6b-22a6-44b7-b5b4-40ee7b4797ea
type: issue
source_id: 5ffc9b23-0d8b-4c44-8dd9-e018c87cf340
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-audio-playback-issue-troubleshooting,hierarchical-section
created_at: 2026-02-26T09:12:47.355Z
updated_at: 2026-02-26T09:12:47.355Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-26T09:15:04.161Z
content_hash: 4a16940e2943e0e39b5b7627394ab39140d244240c21d46cd9ce1ff809364118
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Session ended with the diagnosis complete but root cause not yet identified—likely a mute status, volume level, or missing sink inputs issue.

normalized_content:
  session ended with the diagnosis complete but root cause not yet identified—likely a mute status, volume level, or missing sink inputs issue


id: 07b7a84b-146b-4b96-a127-dd7de5cc2897
type: decision
source_type: session_end
tags: watchtower,ui,layout,overview-tab
created_at: 2026-02-26T09:16:53.200Z
updated_at: 2026-02-26T09:16:53.200Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 5c71a30b-1c3a-427d-b948-8ba1c5f0bb80
last_accessed: 2026-03-02T07:08:11.563Z
extraction_status: none
content:
  watchtower overview tab will have a two-column layout with SessionControlStrip panel (width: 38) on left and strategies table (flexGrow: 1) on right


id: 033de493-d3d6-4821-910a-95848d5fb97c
type: fact
source_type: session_end
tags: watchtower,component,session-control
created_at: 2026-02-26T09:16:53.200Z
updated_at: 2026-02-26T09:16:53.200Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 5c71a30b-1c3a-427d-b948-8ba1c5f0bb80
extraction_status: none
content:
  SessionControlStrip component will display mode badge, active preset name/capital, engine status, and contextual keybinding hints


id: da133c65-c9a8-4b57-9a75-c1ced4309b8f
type: decision
source_type: session_end
tags: watchtower,store,useModeStore
created_at: 2026-02-26T09:16:53.200Z
updated_at: 2026-02-26T09:16:53.200Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 5c71a30b-1c3a-427d-b948-8ba1c5f0bb80
extraction_status: none
content:
  useModeStore needs two new actions: cyclePreset(delta) for wrapping around preset list when idle, and adjustBacktestSpeed(delta) clamping backtestIntervalHours 1-24


id: ed29bf94-d72d-4890-97e9-d6c287727e6b
type: decision
source_type: session_end
tags: watchtower,keybindings,overview-tab
created_at: 2026-02-26T09:16:53.200Z
updated_at: 2026-02-26T09:16:53.200Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 5c71a30b-1c3a-427d-b948-8ba1c5f0bb80
extraction_status: none
content:
  Overview tab keybindings are tab-gated (activeTab === 'overview' && menuScreen === 'closed') to avoid conflicts: b=backtest, p=paper, x=stop, space=pause/resume, comma/period=cycle presets, c=config, +/-=adjust speed


id: f5701f11-a4c7-4946-a24e-a1bee247080d
type: decision
source_type: session_end
tags: watchtower,backtest-ui,progress
created_at: 2026-02-26T09:16:53.200Z
updated_at: 2026-02-26T09:16:53.200Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 5c71a30b-1c3a-427d-b948-8ba1c5f0bb80
extraction_status: none
content:
  Backtest progress will render inline on overview tab (progress bar, phase, elapsed time, speed control) instead of full-screen overlay when tab is active


id: c7620c4e-8920-48f1-bad7-21cc08b8caa4
type: decision
source_type: session_end
tags: watchtower,refactor,utils
created_at: 2026-02-26T09:16:53.200Z
updated_at: 2026-02-26T09:16:53.200Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 5c71a30b-1c3a-427d-b948-8ba1c5f0bb80
extraction_status: none
content:
  formatDuration and renderProgressBar utilities will be extracted from BacktestProgress.tsx to shared watchtower/src/utils/format.ts


id: 60522f37-4f88-42cc-b739-3c15fe84fffd
type: decision
source_type: session_end
tags: watchtower,backtest-ui,overlay
created_at: 2026-02-26T09:16:53.200Z
updated_at: 2026-02-26T09:16:53.200Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 5c71a30b-1c3a-427d-b948-8ba1c5f0bb80
extraction_status: none
content:
  Full-screen backtest overlay will be suppressed on overview tab but still display on non-overview tabs (engine, data tabs unchanged)


id: 5406f67a-2a3c-43e9-aea6-5722dda5c045
type: fact
source_id: 2a7a5616-c403-41b4-abaf-db4045382423
source_type: chunk
created_at: 2026-02-26T09:16:53.206Z
updated_at: 2026-02-26T09:16:53.206Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T05:20:55.413Z
content_hash: 8616db6a65ef2e69edabf5f9a0cc1bcd8d64d37ebdeab43b019f243faf5bdbae
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Overview Tab Session Controls Implementation Plan Nicholai provided a detailed implementation plan for adding direct session control to the watchtower overview tab.

tags:
  openclaw,memory-log,2026-02-26,2026-02-26-overview-tab-session-controls-implementation-plan,hierarchical-section

normalized_content:
  ## overview tab session controls implementation plan nicholai provided a detailed implementation plan for adding direct session control to the watchtower overview tab


id: 9d6c1fb5-f4c2-4337-9520-0f10ef41a642
type: rationale
source_id: 2a7a5616-c403-41b4-abaf-db4045382423
source_type: chunk
created_at: 2026-02-26T09:16:53.206Z
updated_at: 2026-02-26T09:20:22.858Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T03:35:54.082Z
content_hash: 30da18af1269888ba705b4c57f5e161374851cce1bec02f1504f5a1d3f9571b0
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Tab-gated keybindings were chosen for watchtower to avoid conflicts when the same key has different meanings in different tab contexts

tags:
  openclaw,memory-log,2026-02-26,2026-02-26-overview-tab-session-controls-implementation-plan,hierarchical-section

normalized_content:
  tab-gated keybindings were chosen for watchtower to avoid conflicts when the same key has different meanings in different tab contexts


id: 8a2a0291-64ba-49ec-8c0f-c5d3f62ac7f4
type: decision
source_id: 2a7a5616-c403-41b4-abaf-db4045382423
source_type: chunk
created_at: 2026-02-26T09:16:53.206Z
updated_at: 2026-02-26T09:20:22.855Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T03:35:54.082Z
content_hash: bbca342d74d8ec8de8d13fa5d4b233e46cb05106f3fdaa7ba4a96d2bbed69c8b
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The watchtower terminal UI uses a two-column layout with session control strip (width: 38) on left and strategies table (flexGrow: 1) on right

tags:
[cell repeats an earlier one in this file: 112 characters]

normalized_content:
  the watchtower terminal ui uses a two-column layout with session control strip (width: 38) on left and strategies table (flexgrow: 1) on right


id: a0f58ecb-f2d2-449b-b756-420df6e5d52c
type: decision
source_id: 9d6c1fb5-f4c2-4337-9520-0f10ef41a642
source_type: pipeline-v2
created_at: 2026-02-26T09:20:22.858Z
updated_at: 2026-02-26T09:20:22.858Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-27T05:37:03.504Z
content_hash: 41a7afa9e117e7f3fb4bfad9a038b088b05b5e6ff19340ceb53672a108ce2259
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The watchtower UI uses tab-gated keybindings where key bindings are scoped to the active tab context

normalized_content:
  the watchtower ui uses tab-gated keybindings where key bindings are scoped to the active tab context


id: c9b2b390-96ec-4789-bf25-f49f8c072611
type: issue
source_type: session_end
tags: signetai,npm,postinstall,esm
created_at: 2026-02-27T03:36:08.396Z
updated_at: 2026-02-27T03:36:08.396Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ff09799b-a7e3-4e89-8942-5dc5f3cb10ae
last_accessed: 2026-02-27T05:37:03.504Z
extraction_status: none
content:
  The signetai postinstall script (packages/signetai/bin/postinstall.js) currently uses ESM with `import { execSync }` which can cause compatibility issues with some npm versions


id: 6f32adba-0bf1-484d-bf58-9f32f1b1cd95
type: decision
source_type: session_end
tags: signetai,npm,postinstall,commonjs
created_at: 2026-02-27T03:36:08.396Z
updated_at: 2026-02-27T03:36:08.396Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ff09799b-a7e3-4e89-8942-5dc5f3cb10ae
last_accessed: 2026-02-27T05:37:03.504Z
extraction_status: none
content:
  The plan to fix npm compatibility involves renaming postinstall.js to postinstall.cjs and converting from `import` to `require()` syntax


id: 834d4470-a336-4952-85dc-2fef051bca00
type: fact
source_type: session_end
tags: signetai,postinstall,bun
created_at: 2026-02-27T03:36:08.396Z
updated_at: 2026-02-27T03:36:08.396Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ff09799b-a7e3-4e89-8942-5dc5f3cb10ae
last_accessed: 2026-02-27T05:37:03.504Z
extraction_status: none
content:
  The signetai postinstall script checks for Bun availability via `execSync('bun --version')` and warns users if Bun is not installed


id: 60d97811-e3f6-4d36-a511-e3db70a8ef81
type: fact
source_type: session_end
tags: signetai,cli,requirements
created_at: 2026-02-27T03:36:08.396Z
updated_at: 2026-02-27T03:36:08.396Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ff09799b-a7e3-4e89-8942-5dc5f3cb10ae
last_accessed: 2026-02-27T05:37:03.504Z
extraction_status: none
content:
  Signetai CLI commands (setup, config, status, recall) work fine with just Node.js; only daemon startup via `signet start` requires Bun due to bun:sqlite dependency


id: f3b2c44a-956e-4723-9783-e99e0120bc5a
type: decision
source_id: 23fc9962-a421-471a-b72a-9e18ca8f6079
source_type: chunk
created_at: 2026-02-27T03:36:08.401Z
updated_at: 2026-02-27T03:37:46.224Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T05:20:55.413Z
content_hash: bdd0bac9559d31a13f4b028370bc79b71ddb5b282409b1f9df0a2b828388af08
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  A plan was initiated to fix signetai npm installation compatibility by converting the postinstall script and making additional changes

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-signetai-npm-installation-compatibility,hierarchical-section

normalized_content:
  a plan was initiated to fix signetai npm installation compatibility by converting the postinstall script and making additional changes


id: 63b2b703-5cdf-4586-a5bd-1c814e6aea03
type: decision
source_id: 23fc9962-a421-471a-b72a-9e18ca8f6079
source_type: chunk
created_at: 2026-02-27T03:36:08.401Z
updated_at: 2026-02-27T03:39:09.982Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T05:20:55.413Z
content_hash: f40bb765a158d532d3d22dce0abc657f8e53776c180a832c0388eb5ffa340a3f
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Postinstall script messaging should be improved to clarify that CLI commands work with Node.js alone, but daemon startup requires Bun

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-signetai-npm-installation-compatibility,hierarchical-section

normalized_content:
  postinstall script messaging should be improved to clarify that cli commands work with node.js alone, but daemon startup requires bun


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type: procedural
source_type: manual
tags: signet,bug,secrets,agents
created_at: 2026-02-27T03:40:08.102Z
updated_at: 2026-03-01T10:35:48.895Z
updated_by: pipeline-v2
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embedding_model: nomic-embed-text
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content:
  The Signet system context includes available secrets alongside memories and identity files, allowing agents to discover and use stored credentials

normalized_content:
  the signet system context includes available secrets alongside memories and identity files, allowing agents to discover and use stored credentials


id: dae4311c-0185-4dac-9019-67ffe3a48fed
type: rationale
source_id: claude:-home-nicholai-openmarketui:328b53e71cc712e6
source_type: claude-project-memory
created_at: 2026-02-27T05:34:49.929Z
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who: claude-code
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  OpenMarketUI's architecture separates the UI product layer from the computational backend to enable users to focus on strategy composition rather than low-level implementation details

tags:
  claude-code,claude-project-memory,project goal,project:-home-nicholai-openmarketui,hierarchical-section

normalized_content:
  openmarketui's architecture separates the ui product layer from the computational backend to enable users to focus on strategy composition rather than low-level implementation details


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type: fact
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created_at: 2026-02-27T05:34:50.033Z
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embedding_model: nomic-embed-text
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content:
  Navigation will need to be updated to link to the new About page. Session cut short during initial exploration phase—no implementation changes made yet.

tags:
[cell repeats an earlier one in this file: 100 characters]

normalized_content:
  navigation will need to be updated to link to the new about page. session cut short during initial exploration phase—no implementation changes made yet


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type: fact
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content:
  ## Architecture - `crates/pm-core` — foundational types and traits - `crates/pm-store` — sqlite persistence ("root cellar") - `crates/pm-garden` — scorers/filters in beds - `crates/pm-engine` — risk management, execution, backtesting - `crates/pm-server` — REST + WebSocket server ("greenhouse") - `crates/pm-kalshi` — Kalshi trading engine - `watchtower/` — react terminal UI (opentui + zustand), package `openmarketui-watchtower` - `web/` — Astro landing page (Cloudflare Pages), package `openmarketui-web`

tags:
  claude-code,claude-project-memory,architecture,project:-home-nicholai-openmarketui,hierarchical-section

normalized_content:
  ## architecture - `crates/pm-core` — foundational types and traits - `crates/pm-store` — sqlite persistence ("root cellar") - `crates/pm-garden` — scorers/filters in beds - `crates/pm-engine` — risk management, execution, backtesting - `crates/pm-server` — rest + websocket server ("greenhouse") - `crates/pm-kalshi` — kalshi trading engine - `watchtower/` — react terminal ui (opentui + zustand), package `openmarketui-watchtower` - `web/` — astro landing page (cloudflare pages), package `openmarketui-web`


id: 192e9d20-e4d0-4074-9660-6b872ab79ebd
type: fact
source_id: claude:-home-nicholai-openmarketui:a52bb7e449d5cbcf
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content:
  ## Key Conventions - Trading metaphor: strategies = "specimens", beds = strategy families, trades = "harvests", filters = "immune system" - Pipeline: Source → Filter → Scorer → Selector → OrderExecutor - JS workspace: bun + turbo - TypeScript: use `unknown` with narrowing, no `any`

tags:
  claude-code,claude-project-memory,key conventions,project:-home-nicholai-openmarketui,hierarchical-section

normalized_content:
  ## key conventions - trading metaphor: strategies = "specimens", beds = strategy families, trades = "harvests", filters = "immune system" - pipeline: source → filter → scorer → selector → orderexecutor - js workspace: bun + turbo - typescript: use `unknown` with narrowing, no `any`


id: 3d1d503c-7ddc-47af-bdca-edb0bf2fa23b
type: rationale
source_id: 3a12c85f-d44a-4ad3-ad73-26775a7ad593
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-project-scope-clarification,hierarchical-section
created_at: 2026-02-27T05:34:50.710Z
updated_at: 2026-02-27T05:42:15.023Z
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content:
  The initial characterization of OpenMarketUI as a prediction market platform was corrected to reflect its actual positioning as a strategy development IDE because the product's core value is enabling algorithm building and model training, not just market participation

normalized_content:
  the initial characterization of openmarketui as a prediction market platform was corrected to reflect its actual positioning as a strategy development ide because the product's core value is enabling algorithm building and model training, not just market participation


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source_id: 3a12c85f-d44a-4ad3-ad73-26775a7ad593
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tags: openclaw,memory-log,2026-02-26,2026-02-26-project-scope-clarification,hierarchical-section
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content:
  Key distinction from initial framing: the web and watchtower UI layers are the actual product surface, not auxiliary dashboards. Users compose strategies and train models through the interface.

normalized_content:
  key distinction from initial framing: the web and watchtower ui layers are the actual product surface, not auxiliary dashboards. users compose strategies and train models through the interface


id: 31141cb1-aac8-4ac5-8f2f-3ab0dead5264
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embedding_model: nomic-embed-text
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content:
  Currently, all session management (start/stop backtest/paper, configure, select presets) is buried in the Ctrl+P command menu modal. The plan introduces a left-side SessionControlStrip panel in a two-column layout, with keyboard-driven controls and inline backtest progress display.

tags:
[cell repeats an earlier one in this file: 112 characters]

normalized_content:
  currently, all session management (start/stop backtest/paper, configure, select presets) is buried in the ctrl+p command menu modal. the plan introduces a left-side sessioncontrolstrip panel in a two-column layout, with keyboard-driven controls and inline backtest progress display


id: 30cb9743-d213-466f-927b-6311916788ec
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source_id: 262505ff-b5be-49b7-8b79-78aab330d479
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created_at: 2026-02-27T05:34:50.898Z
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who: openclaw-memory
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embedding_model: nomic-embed-text
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content:
  Key design decisions: - Two-column layout: session control strip (width: 38) on left, strategies table (flexGrow: 1) on right - Tab-gated keybindings to avoid conflicts (b=backtest, p=paper, x=stop, space=pause, comma/period=cycle presets, c=config, +/-=adjust speed) - Inline progress bar and result

tags:
[cell repeats an earlier one in this file: 112 characters]

normalized_content:
  key design decisions: - two-column layout: session control strip (width: 38) on left, strategies table (flexgrow: 1) on right - tab-gated keybindings to avoid conflicts (b=backtest, p=paper, x=stop, space=pause, comma/period=cycle presets, c=config, +/-=adjust speed) - inline progress bar and result


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content:
  s display replaces full-screen overlay on overview tab - No backend changes required Implementation scope: 7 files across watchtower, including new SessionControlStrip component, modified GardenOverview layout, store actions (cyclePreset, adjustBacktestSpeed), keyboard nav bindings, and utility ext

tags:
[cell repeats an earlier one in this file: 112 characters]

normalized_content:
  s display replaces full-screen overlay on overview tab - no backend changes required implementation scope: 7 files across watchtower, including new sessioncontrolstrip component, modified gardenoverview layout, store actions (cyclepreset, adjustbacktestspeed), keyboard nav bindings, and utility ext


id: eaf2967b-12f3-4f3c-864d-ab8cba3f0a8d
type: fact
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tags: openclaw,memory-log,2026-02-26,2026-02-26-model-integration-exploration,hierarchical-section
created_at: 2026-02-27T05:34:50.968Z
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content:
  ## Model Integration Exploration Nicholai requested the ability to integrate an ML model alongside OpenMarketUI's existing heuristic trading pipeline, drawing inspiration from two references: `cross-attention.md` and the `microgpt` implementation.

normalized_content:
  ## model integration exploration nicholai requested the ability to integrate an ml model alongside openmarketui's existing heuristic trading pipeline, drawing inspiration from two references: `cross-attention.md` and the `microgpt` implementation


id: e95e7bec-3558-4506-a161-4bec82a87715
type: fact
source_id: 9f1b7898-712b-474d-a762-0800db674c9b
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tags: openclaw,memory-log,2026-02-26,2026-02-26-model-integration-exploration,hierarchical-section
created_at: 2026-02-27T05:34:50.968Z
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updated_by: openclaw-memory
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who: openclaw-memory
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  MicroGPT is a faithful Rust implementation of Karpathy's microgpt.py with operation-level autograd optimization—instead of building thousands of scalar Value nodes per operation, it uses Vec<f64> tensor operations where each matmul, softmax, and rmsnorm is a single tape entry.

normalized_content:
  microgpt is a faithful rust implementation of karpathy's microgpt.py with operation-level autograd optimization—instead of building thousands of scalar value nodes per operation, it uses vec<f64> tensor operations where each matmul, softmax, and rmsnorm is a single tape entry


id: f9c02338-98df-4ce0-8fac-041517545141
type: decision
source_id: 42d84a75-d787-4abb-b8b8-6131f15505b9
source_type: chunk
created_at: 2026-02-27T05:34:51.042Z
updated_at: 2026-02-27T05:51:23.755Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
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content_hash: 08a0c34d2e3ee3cc43ad88cd2301823229901c0d807878d58929a2d4de84bb52
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Signetai is being set up for npm installation via both `npm install -g signetai` (global) and `npx signetai` (direct execution)

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  signetai is being set up for npm installation via both `npm install -g signetai` (global) and `npx signetai` (direct execution)


id: 7972e3a1-99c7-4453-8529-bf5b8accd92f
type: fact
source_id: 42d84a75-d787-4abb-b8b8-6131f15505b9
source_type: chunk
created_at: 2026-02-27T05:34:51.042Z
updated_at: 2026-02-27T05:34:51.042Z
updated_by: openclaw-memory
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who: openclaw-memory
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Convert `packages/signetai/bin/postinstall.js` from ESM to CommonJS (rename to `.cjs`) 2. Update the postinstall reference in package.json from `.js` to `.cjs` 3. Improve postinstall messaging to clarify that CLI commands work with just Node.js, but daemon startup requires Bun 4.

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  convert `packages/signetai/bin/postinstall.js` from esm to commonjs (rename to `.cjs`) 2. update the postinstall reference in package.json from `.js` to `.cjs` 3. improve postinstall messaging to clarify that cli commands work with just node.js, but daemon startup requires bun 4


id: fb48083a-4f6c-4240-9f66-183d02e084ca
type: fact
source_id: 42d84a75-d787-4abb-b8b8-6131f15505b9
source_type: chunk
created_at: 2026-02-27T05:34:51.042Z
updated_at: 2026-02-27T05:34:51.042Z
updated_by: openclaw-memory
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who: openclaw-memory
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Update README requirements section for clarity Begun by reading the current postinstall.js file, which uses `import { execSync }` and includes terminal color codes. The script checks for Bun availability and displays installation instructions.

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  update readme requirements section for clarity begun by reading the current postinstall.js file, which uses `import { execsync }` and includes terminal color codes. the script checks for bun availability and displays installation instructions


id: 4de9210c-c4a1-476d-bb6a-b57c79507f22
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source_id: 589fb898-30f1-45ab-9b79-fc48a0125085
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tags: openclaw,memory-log,2026-02-26,2026-02-26-openmarketui-design-refinement,hierarchical-section
created_at: 2026-02-27T05:34:51.095Z
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embedding_model: nomic-embed-text
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content:
  ## OpenMarketUI Design Refinement Session began with user invoking the `/openmarketui-design` skill to refine the web/ site based on design annotations from a screenshot.

normalized_content:
  ## openmarketui design refinement session began with user invoking the `/openmarketui-design` skill to refine the web/ site based on design annotations from a screenshot


id: c33362fc-a1e5-4165-bbee-c1498ba3c666
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source_id: 9b0d74c2-ab78-46da-89ff-5f67292d048a
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created_at: 2026-02-27T05:34:51.122Z
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extraction_status: completed
embedding_model: nomic-embed-text
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content:
  An Explore agent was tasked with investigating: full file structure, package.json configuration and entry points, main bootstrapping logic, opentui integration patterns, React component structure, state management implementation, data fetching mechanisms, and TypeScript/build configuration.

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  an explore agent was tasked with investigating: full file structure, package.json configuration and entry points, main bootstrapping logic, opentui integration patterns, react component structure, state management implementation, data fetching mechanisms, and typescript/build configuration


id: f190a561-55c1-43bb-b701-226fa3c2f203
type: fact
source_id: a10881ed-4e0c-42be-8603-5a9f2181d200
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tags: openclaw,memory-log,2026-02-23,2026-02-23-dashboard-ui-component-standards,hierarchical-section
created_at: 2026-02-27T05:34:51.333Z
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embedding_model: nomic-embed-text
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content:
  The guidance was to be added to the AGENTS.md file to standardize component selection and prevent custom implementations when shadcn-svelte alternatives exist.

normalized_content:
  the guidance was to be added to the agents.md file to standardize component selection and prevent custom implementations when shadcn-svelte alternatives exist


id: cb7aa201-877b-4d21-a800-ce65f582d596
type: issue
source_type: session_end
tags: openclaw,testing,environment-variables,bug-fix
created_at: 2026-02-27T05:37:12.448Z
updated_at: 2026-02-27T05:37:12.448Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 2db4bf41-840a-4391-9011-7b8d8969f3ac
extraction_status: none
content:
  In packages/connector-openclaw/test/index.test.ts, test cleanup was incorrectly using `process.env.OPENCLAW_CONFIG_PATH = undefined` instead of `delete process.env.OPENCLAW_CONFIG_PATH`, causing env var pollution in shared test processes


id: 14fe236a-6cc8-454e-b73e-0c64470451f5
type: issue
source_type: session_end
tags: openclaw,configuration,validation,production-issue
created_at: 2026-02-27T05:37:12.448Z
updated_at: 2026-02-27T05:37:12.448Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 2db4bf41-840a-4391-9011-7b8d8969f3ac
extraction_status: none
content:
  OpenClawConnector lacks validation that workspace paths are not temporary directories, allowing temp paths to persist in config once written, which was the root cause of mrclaude startup failure on mac mini


id: 7c495c1b-cd3f-47cd-bee1-4b5a5f5495bd
type: decision
source_type: session_end
tags: openclaw,validation,security
created_at: 2026-02-27T05:37:12.448Z
updated_at: 2026-02-27T05:37:12.448Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 2db4bf41-840a-4391-9011-7b8d8969f3ac
extraction_status: none
content:
  The OpenClawConnector.validateWorkspacePath() method should reject any path starting with tmpdir() or /tmp/ to prevent temp workspace configuration


id: eb9319aa-8928-4928-8bbe-0e75b7ea13a3
type: fact
source_type: session_end
tags: openclaw,code-placement
created_at: 2026-02-27T05:37:12.448Z
updated_at: 2026-02-27T05:37:12.448Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 2db4bf41-840a-4391-9011-7b8d8969f3ac
extraction_status: none
content:
  Workspace path validation in OpenClawConnector should be called in both install() around line 281 and configureWorkspace() around line 353 to guard all entry points


id: 48d86292-e322-400e-9202-5c2aa1fa83d4
type: fact
source_type: session_end
tags: openclaw,testing,pattern
created_at: 2026-02-27T05:37:12.448Z
updated_at: 2026-02-27T05:37:12.448Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 2db4bf41-840a-4391-9011-7b8d8969f3ac
extraction_status: none
content:
  Test cases using temp paths intentionally should use configureWorkspace: false to bypass validation (e.g., test 1 already uses this pattern)


id: f8a67926-3bdc-4fbc-961c-c03ba04c6607
type: issue
source_id: openclaw:2026-02-27-openclaw-temp-workspace-path-leak-fix:11ad12a5babbbdbc
source_type: openclaw-memory-log
created_at: 2026-02-27T05:37:12.455Z
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last_accessed: 2026-03-04 03:42:10
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## OpenClaw Temp Workspace Path Leak Fix Implemented a plan to fix a production issue where the OpenClaw agent (mrclaude on buba's mac mini) had its workspace configuration pointing to a temporary directory (`/tmp/signet-openclaw-test-58culC/agents`) instead of the persistent `~/.agents/` location. This caused the agent to start with empty identity files and no persistent memory. Identified and fixed two root causes:

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-openclaw-temp-workspace-path-leak-fix,hierarchical-section

normalized_content:
  ## openclaw temp workspace path leak fix implemented a plan to fix a production issue where the openclaw agent (mrclaude on buba's mac mini) had its workspace configuration pointing to a temporary directory (`/tmp/signet-openclaw-test-58culc/agents`) instead of the persistent `~/.agents/` location. this caused the agent to start with empty identity files and no persistent memory. identified and fixed two root causes


id: f9728728-8b12-4c4e-a91e-65b5dc64bff9
type: procedural
source_id: openclaw:2026-02-27-openclaw-temp-workspace-path-leak-fix:140a2729130662d3
source_type: openclaw-memory-log
created_at: 2026-02-27T05:37:12.476Z
updated_at: 2026-02-27T05:59:22.824Z
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The correct pattern for removing environment variables in Node.js/Bun tests is to use the delete operator: `delete process.env.VARIABLE_NAME`

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-openclaw-temp-workspace-path-leak-fix,hierarchical-section

normalized_content:
  the correct pattern for removing environment variables in node.js/bun tests is to use the delete operator: `delete process.env.variable_name`


id: 7f1733ea-d9ad-42e8-8cbb-d6e9783dd1a0
type: issue
source_id: openclaw:2026-02-27-openclaw-temp-workspace-path-leak-fix:8f2da4b4a1c52299
source_type: openclaw-memory-log
created_at: 2026-02-27T05:37:12.495Z
updated_at: 2026-02-27T05:37:12.495Z
updated_by: openclaw-memory
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who: openclaw-memory
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ### Issue 2: Missing Workspace Path Validation The real production problem: no validation existed to prevent writing temporary paths to the OpenClaw config. The fix added a `validateWorkspacePath()` guard method in `OpenClawConnector` that rejects any workspace path under `/tmp/` or matching `tmpdir()`, throwing an error before the config is persisted.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-openclaw-temp-workspace-path-leak-fix,hierarchical-section

normalized_content:
  ### issue 2: missing workspace path validation the real production problem: no validation existed to prevent writing temporary paths to the openclaw config. the fix added a `validateworkspacepath()` guard method in `openclawconnector` that rejects any workspace path under `/tmp/` or matching `tmpdir()`, throwing an error before the config is persisted


id: 0084dcb1-bcee-4a2d-b329-5c8900dfafa5
type: fact
source_id: openclaw:2026-02-27-openclaw-temp-workspace-path-leak-fix:592bc0e4ecd5fb12
source_type: openclaw-memory-log
created_at: 2026-02-27T05:37:12.511Z
updated_at: 2026-02-27T05:37:12.511Z
updated_by: openclaw-memory
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who: openclaw-memory
why: explicit
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ### Implementation Modified two files: - `packages/connector-openclaw/test/index.test.ts`: Fixed env cleanup using `delete` instead of assignment - `packages/connector-openclaw/src/index.ts`: Added `validateWorkspacePath()` private method called during both `install()` and `configureWorkspace()` Added a new test case to verify the temp path guard fires correctly.

tags:
[cell repeats an earlier one in this file: 100 characters]

normalized_content:
  ### implementation modified two files: - `packages/connector-openclaw/test/index.test.ts`: fixed env cleanup using `delete` instead of assignment - `packages/connector-openclaw/src/index.ts`: added `validateworkspacepath()` private method called during both `install()` and `configureworkspace()` added a new test case to verify the temp path guard fires correctly


id: b7236133-e5ce-4107-aae2-626cc4712de9
type: decision
source_type: session_end
tags: signet,security,secrets
created_at: 2026-02-27T05:37:54.664Z
updated_at: 2026-02-27T05:37:54.664Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 7311d809-dbb7-4694-8efc-91c97e86a1f6
last_accessed: 2026-03-03T13:22:59.103Z
extraction_status: none
content:
  Signet secrets architecture: agents never see raw values. Secrets are injected into subprocess env vars via MCP `secret_exec` tool, output is automatically redacted.


id: cfd962c5-1603-4527-a465-8eea34a5b1db
type: fact
source_type: session_end
tags: signet,mcp,tools
created_at: 2026-02-27T05:37:54.664Z
updated_at: 2026-02-27T05:37:54.664Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 7311d809-dbb7-4694-8efc-91c97e86a1f6
extraction_status: none
content:
  Two new MCP tools needed: `secret_list` (returns available secret names from `GET /api/secrets`) and `secret_exec` (runs commands with `{ command, secrets }` map).


id: b762f25e-16c5-4d75-b52b-8624aa67f03f
type: learning
source_type: session_end
tags: signet,routing,hono
created_at: 2026-02-27T05:37:54.664Z
updated_at: 2026-02-27T05:37:54.664Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 7311d809-dbb7-4694-8efc-91c97e86a1f6
extraction_status: none
content:
  New `POST /api/secrets/exec` endpoint in `packages/daemon/src/daemon.ts` must register BEFORE the parameterized `/:name/exec` route to avoid Hono treating 'exec' as a route parameter.


id: 9a95f3a1-42d6-4fe8-9844-1f66c8c35ce5
type: fact
source_type: session_end
tags: signet,session,hooks
created_at: 2026-02-27T05:37:54.664Z
updated_at: 2026-02-27T05:37:54.664Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 7311d809-dbb7-4694-8efc-91c97e86a1f6
extraction_status: none
content:
  Session start hook in `packages/daemon/src/hooks.ts` should call `listSecrets()` after the status update block (~line 862) to surface available secrets with usage instructions.


id: e91472e6-3f3e-4742-b025-824bac04e53a
type: issue
source_type: session_end
tags: signet,documentation
created_at: 2026-02-27T05:37:54.664Z
updated_at: 2026-02-27T05:37:54.664Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 7311d809-dbb7-4694-8efc-91c97e86a1f6
extraction_status: none
content:
  Signet block documentation in `packages/core/src/markdown.ts` previously referenced broken `signet secret get` CLI command—must replace with actual MCP workflow documentation.


id: 1a3ecf54-882b-4f29-9f80-0e25c21c8e3e
type: rule
source_id: 76eaf3c6-565b-4a51-bd45-44c31dad7e1e
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T05:37:54.671Z
updated_at: 2026-02-27T05:37:54.671Z
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The solution maintains the security model—agents never see raw values. Instead, secrets are injected into subprocess environment variables with output automatically redacted. Four coordinated changes were planned: 1.

normalized_content:
  the solution maintains the security model—agents never see raw values. instead, secrets are injected into subprocess environment variables with output automatically redacted. four coordinated changes were planned: 1


id: 0336fa74-aecf-4f0c-a46b-cd3e4de00f97
type: fact
source_id: 76eaf3c6-565b-4a51-bd45-44c31dad7e1e
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T05:37:54.671Z
updated_at: 2026-02-27T06:06:59.055Z
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vector_clock: {}
who: openclaw-memory
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The secret_list MCP tool in Signet enables users to discover what secrets are available in the system

normalized_content:
  the secret_list mcp tool in signet enables users to discover what secrets are available in the system


id: 42bb7b85-06f3-4d16-b546-c58d64e978fb
type: rule
source_id: 76eaf3c6-565b-4a51-bd45-44c31dad7e1e
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T05:37:54.671Z
updated_at: 2026-02-27T05:37:54.671Z
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content_hash: dbde6c1893b8cdd8fa6172c8c76b8179988af4ae2af1f1d541154c89411d5136
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Backend Endpoint**: Create `POST /api/secrets/exec` in `packages/daemon/src/daemon.ts` accepting `{ command, secrets }` payload. Must register BEFORE parameterized `/:name/exec` route to prevent Hono routing conflicts. 4.

normalized_content:
  **backend endpoint**: create `post /api/secrets/exec` in `packages/daemon/src/daemon.ts` accepting `{ command, secrets }` payload. must register before parameterized `/:name/exec` route to prevent hono routing conflicts. 4


id: 2b274087-c597-48a8-8ce7-25d0bd7ee849
type: fact
source_id: 76eaf3c6-565b-4a51-bd45-44c31dad7e1e
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T05:37:54.671Z
updated_at: 2026-02-27T05:37:54.671Z
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Session Start Integration**: Call `listSecrets()` in `packages/daemon/src/hooks.ts` after status update (~line 862) to surface available secret names with usage instructions at session start.

normalized_content:
  **session start integration**: call `listsecrets()` in `packages/daemon/src/hooks.ts` after status update (~line 862) to surface available secret names with usage instructions at session start


id: af53fd8c-06b1-43fe-bddc-96931035cd61
type: fact
source_id: 76eaf3c6-565b-4a51-bd45-44c31dad7e1e
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T05:37:54.671Z
updated_at: 2026-02-27T05:37:54.671Z
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content_hash: 27cb5d077f12797a812385a449280853a2e1c5ef159294007b7bbbe07aafe091
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Deliberate non-action: no `signet secret get` CLI implementation—exposing raw values violates security model. The session began reading existing source files to understand implementation patterns before writing changes.

normalized_content:
  deliberate non-action: no `signet secret get` cli implementation—exposing raw values violates security model. the session began reading existing source files to understand implementation patterns before writing changes


id: 82cc5ae6-dafb-47e2-b92c-c6f29174959c
type: semantic
source_id: b67493a7-9976-406f-bae7-6a17e063c7fa
source_type: pipeline-v2
created_at: 2026-02-27T05:39:13.223Z
updated_at: 2026-02-27T05:39:13.223Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
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last_accessed: 2026-02-27T09:51:12.529Z
content_hash: cefec99f3bdb4ae0fb5c3f47a34556ad5375ac1a01fae8eda127ad0dc18daced
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The `web/` directory contains an Astro landing page deployed to Cloudflare Pages, published as NPM package `openmarketui-web`

normalized_content:
  the `web/` directory contains an astro landing page deployed to cloudflare pages, published as npm package `openmarketui-web`


id: 293e387e-74b8-451f-a275-9777c3d3ea26
type: decision
source_id: 44e53da7-c5f5-4073-815f-432e0c060d38
source_type: pipeline-v2
created_at: 2026-02-27T05:43:09.971Z
updated_at: 2026-02-27T05:43:09.971Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
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last_accessed: 2026-02-27T10:03:50.629Z
content_hash: 9695507a476331c08a886566060bcf0bf16dc9d48fff3012022ec0984a4c14ff
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The web and watchtower UI layers are the actual product surface for Compass, not auxiliary dashboards

normalized_content:
  the web and watchtower ui layers are the actual product surface for compass, not auxiliary dashboards


id: 96fd116d-c0b6-4315-87b8-95e77ac5ef99
type: procedural
source_id: 7972e3a1-99c7-4453-8529-bf5b8accd92f
source_type: pipeline-v2
created_at: 2026-02-27T05:53:23.327Z
updated_at: 2026-03-01T11:18:48.877Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-27T10:00:02.555Z
content_hash: d40fe91830f24e50749aa50bebbe25d14129b5ba8660133f545b6e121928c0f9
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The Signet daemon entrypoint file is located at packages/daemon/src/daemon.ts and is executed using the Bun runtime

normalized_content:
  the signet daemon entrypoint file is located at packages/daemon/src/daemon.ts and is executed using the bun runtime


id: 2b51a72f-0941-40e6-86cf-f5907334a048
type: fact
source_id: ad732b9f-07b2-4946-9426-d1c3b2910407
source_type: chunk
tags: openclaw,memory-log,2026-02-26,2026-02-26-project-scope-clarification,hierarchical-section
created_at: 2026-02-27T06:26:14.148Z
updated_at: 2026-02-27T06:26:14.148Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
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content_hash: 40c617f137c64868b6d9f68ce71485ad934bbff4634ba4660d4cef78735f6059
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Initial description characterized it as a prediction market trading platform/engine, but user clarified the actual positioning: OpenMarketUI is fundamentally a **trading strategy IDE** — an interface-first product for users to build heuristic algorithms, train custom trading models, and manage the full strategy lifecycle from a user-friendly, performant UI.

normalized_content:
  initial description characterized it as a prediction market trading platform/engine, but user clarified the actual positioning: openmarketui is fundamentally a **trading strategy ide** — an interface-first product for users to build heuristic algorithms, train custom trading models, and manage the full strategy lifecycle from a user-friendly, performant ui


id: e471db5c-04f1-4db3-8987-452f1c3ec0ea
type: fact
source_id: 83c733b4-0b7c-4967-b7cc-c3f6eca27b99
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T06:26:14.769Z
updated_at: 2026-02-27T06:26:14.769Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
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content_hash: 060dcd972f4eb86b1a58025942961667e812a124777093cfa0f404b602de9e2f
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Signet Secrets MCP Integration The session began implementing a plan to make Signet secrets usable by agents.

normalized_content:
  ## signet secrets mcp integration the session began implementing a plan to make signet secrets usable by agents


id: 189ff7fe-3ad9-4b9a-812f-cbce62743915
type: fact
source_id: 83c733b4-0b7c-4967-b7cc-c3f6eca27b99
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T06:26:14.769Z
updated_at: 2026-02-27T06:26:14.769Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 8cf4cb7168777ae581519ab70b5d50aa39765b91b741eb420f6dba402b6702e7
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The core problem: agents are told about secrets but cannot actually use them because the documentation references a non-existent `signet secret get` CLI command, session start provides no secret discovery, and no MCP tools exist for secrets interaction.

normalized_content:
  the core problem: agents are told about secrets but cannot actually use them because the documentation references a non-existent `signet secret get` cli command, session start provides no secret discovery, and no mcp tools exist for secrets interaction


id: 7defd46f-bc57-44f5-b9ba-f8c56a3df42c
type: decision
source_id: 83c733b4-0b7c-4967-b7cc-c3f6eca27b99
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T06:26:14.769Z
updated_at: 2026-02-27T06:30:24.053Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: e6c0bf1ac18ca02a7e908e377a5cbabf668dd37bea98e876e46880009e4d009a
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Signet's documentation should explain the workflow of using `secret_list` and `secret_exec` MCP tools instead of relying on CLI references

normalized_content:
  signet's documentation should explain the workflow of using `secret_list` and `secret_exec` mcp tools instead of relying on cli references


id: ff3a8b11-23cd-45a0-abca-39bf11ebbf9a
type: procedural
source_id: 83c733b4-0b7c-4967-b7cc-c3f6eca27b99
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T06:26:14.769Z
updated_at: 2026-03-03T19:45:34.793Z
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who: openclaw-memory
why: explicit
content_hash: 83b708b00d34c1bcf11f5c4c7f6c64cc6c9a1a670cc610a2bb5ae95f3e2e4845
extraction_status: completed
embedding_model: nomic-embed-text-v1.5
extraction_model: haiku
content:
  The secret_exec tool automatically redacts sensitive values from command output to prevent exposure in logs or terminal

normalized_content:
  the secret_exec tool automatically redacts sensitive values from command output to prevent exposure in logs or terminal


id: 7f96464e-6ec9-46cc-95ad-36cf2c73a7ed
type: issue
source_id: 12185459-9712-4518-a8da-f5d7e862f556
source_type: chunk
created_at: 2026-02-27T06:26:15.064Z
updated_at: 2026-02-27T06:26:15.064Z
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who: openclaw-memory
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Signetai NPM Installation Compatibility Started implementing a plan to enable npm installation of signetai via `npm install -g signetai` or `npx signetai`. The main issue was the postinstall script using ESM, which can be flaky in some npm environments. The plan involved three key changes: 1.

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  ## signetai npm installation compatibility started implementing a plan to enable npm installation of signetai via `npm install -g signetai` or `npx signetai`. the main issue was the postinstall script using esm, which can be flaky in some npm environments. the plan involved three key changes: 1


id: cb32e729-c916-49cd-80fc-02e49896a978
type: fact
source_id: b6af2e30-0973-404a-97ef-eacd61a96084
source_type: chunk
created_at: 2026-02-27T06:26:15.127Z
updated_at: 2026-02-27T06:26:15.127Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
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last_accessed: 2026-02-27T07:26:13.085Z
content_hash: 2d66eaa3d15654ec17b633fbe691b85e232927f97e527a196dc1bfa81da87728
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Watchtower is currently a React application using opentui for terminal rendering, integrated with Zustand for state management and WebSocket connections to pm-server. Work began with architectural exploration to understand the current watchtower codebase before planning implementation.

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  watchtower is currently a react application using opentui for terminal rendering, integrated with zustand for state management and websocket connections to pm-server. work began with architectural exploration to understand the current watchtower codebase before planning implementation


id: 51f84dc0-d10a-4d3b-8b32-ad2c0a50c427
type: fact
source_id: openclaw:2026-02-27-engage-dev-server-troubleshooting:55d0942b08c035cc
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-engage-dev-server-troubleshooting,hierarchical-section
created_at: 2026-02-27T07:41:42.800Z
updated_at: 2026-02-27T07:41:42.800Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T09:51:12.529Z
content_hash: e4c3a808c3ee2a0f998bab5ab72f2b56e9cb4cb12c13a9a3544dc35097193ec8
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Engage Dev Server Troubleshooting Nicholai asked how to run the dev server for the engage project. Based on the project configuration, the command is `bun dev`. However, the user reported that the command didn't work, so investigation was initiated by reading the package.json file. The session ended while troubleshooting was just beginning, so no resolution or findings were reached.

normalized_content:
  ## engage dev server troubleshooting nicholai asked how to run the dev server for the engage project. based on the project configuration, the command is `bun dev`. however, the user reported that the command didn't work, so investigation was initiated by reading the package.json file. the session ended while troubleshooting was just beginning, so no resolution or findings were reached


id: b5b7a730-2046-4564-b5a8-0c7ffae82ec8
type: fact
source_id: openclaw:2026-02-27-signetai:041e4706de620ac2
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-signetai,hierarchical-section
created_at: 2026-02-27T09:55:14.287Z
updated_at: 2026-02-27T09:55:14.287Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 0b8840b61bf98034976aa055669bff0b3c000c4639f0e1b9631a1d0c29f2354b
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  # 2026-02-27 Session Notes No coding work was performed during this session. The session was initialized via remote control bridge at 05:37 UTC in the signetai directory. The SessionStart hook executed successfully, loading the Signet agent context. This was a session initiation event with no subsequent development activity.

normalized_content:
  # 2026-02-27 session notes no coding work was performed during this session. the session was initialized via remote control bridge at 05:37 utc in the signetai directory. the sessionstart hook executed successfully, loading the signet agent context. this was a session initiation event with no subsequent development activity


id: 7c55e5be-8102-43a0-a0ba-c0dfda016461
type: fact
source_id: openclaw:2026-02-27-signet-demo-explanation:ad2204d3fb882a0e
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-demo-explanation,hierarchical-section
created_at: 2026-02-27T09:58:54.507Z
updated_at: 2026-02-27T09:58:54.507Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 5ce260f76dc2eea1b3e43194abbc188561dcce4e0f85fe587273f1707ba74a40
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Signet Demo & Explanation Nicholai gave a brief demo of Signet to a friend, requesting a high-level explanation of how the system works and what differentiates it from competing solutions. Provided an explanation of Signet's core value proposition: persistent memory and agent identity that travels across AI platforms, automatic context injection, and explicit memory commands.

normalized_content:
  ## signet demo & explanation nicholai gave a brief demo of signet to a friend, requesting a high-level explanation of how the system works and what differentiates it from competing solutions. provided an explanation of signet's core value proposition: persistent memory and agent identity that travels across ai platforms, automatic context injection, and explicit memory commands


id: 8440df90-b16a-4c1d-be5b-dbf9aaaf7f09
type: fact
source_type: session_end
tags: claude-code,commits,attribution
created_at: 2026-02-27T09:59:33.851Z
updated_at: 2026-02-27T09:59:33.851Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
last_accessed: 2026-02-27T10:03:50.629Z
extraction_status: none
content:
  Claude Code automatically appends Co-Authored-By: Claude <noreply@anthropic.com> to commit messages when CLAUDE_CODE_ATTRIBUTION_HEADER=1


id: cc10d589-fd92-4182-8792-0499210770d6
type: fact
source_type: session_end
tags: claude-code,hooks,security
created_at: 2026-02-27T09:59:33.851Z
updated_at: 2026-02-27T09:59:33.851Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
last_accessed: 2026-02-27T10:03:50.629Z
extraction_status: none
content:
  PreToolUse hooks in Claude Code can intercept tool calls before execution by reading JSON from stdin and responding with a permissionDecision field (allow/deny)


id: 1e0b13d8-4c4d-44d8-83c0-97b05f0dfd67
type: fact
source_type: session_end
tags: jq,bash,scripting
created_at: 2026-02-27T09:59:33.851Z
updated_at: 2026-02-27T09:59:33.851Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
last_accessed: 2026-02-27T10:03:50.629Z
extraction_status: none
content:
  The block-coauthor.sh hook uses jq to parse tool_input.command from the JSON payload to detect git commit operations


id: 47af57eb-62a8-4083-99b8-448210df61e1
type: fact
source_type: session_end
tags: pattern-matching,regex,git-commits
created_at: 2026-02-27T09:59:33.851Z
updated_at: 2026-02-27T09:59:33.851Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
last_accessed: 2026-02-27T10:03:50.629Z
extraction_status: none
content:
  Hook script searches for pattern Co-Authored-By:.*Claude (case-insensitive) anywhere in the git command string including HEREDOC bodies


id: dc8f1bf7-0093-45c7-a582-0ede95e19089
type: fact
source_type: session_end
tags: claude-code,configuration,hooks
created_at: 2026-02-27T09:59:33.851Z
updated_at: 2026-02-27T09:59:33.851Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
last_accessed: 2026-02-27T10:03:50.629Z
extraction_status: none
content:
  PreToolUse hook in settings.json requires: matcher field set to tool name (e.g. "Bash"), command to execute, timeout (5000ms recommended), and optional statusMessage


id: 0ec0fbf8-ad7a-48e5-8e41-317c74b2855b
type: decision
content: The PreToolUse hook should block git commits when attempted through Claude Code interface
source_id: openclaw:2026-02-27-block-co-authored-by-attribution-hook-implementati:be34bc13927b4335
source_type: openclaw-memory-log
created_at: 2026-02-27T09:59:33.865Z
updated_at: 2026-02-27T10:05:26.791Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: d3de9c7744834093a688e5e2a0b09a5d0deb5ca1b22101ad8046175eb71f1f61
normalized_content: the pretooluse hook should block git commits when attempted through claude code interface
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
tags:
  openclaw,memory-log,2026-02-27,2026-02-27-block-co-authored-by-attribution-hook-implementati,hierarchical-section


id: ccda4de4-ef08-4c94-855b-f488c993578a
type: fact
source_id: 8e42daf3-b499-49cf-a752-e06cb3b0ab13
source_type: chunk
created_at: 2026-02-27T09:59:33.884Z
updated_at: 2026-02-27T09:59:33.884Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 7b715cc326348380913478971acbbb58d239f136292019ba83679d44506eb1f5
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Technical Approach The solution uses a bash script (`~/.claude/hooks/block-coauthor.sh`) that intercepts Bash tool calls before execution. The hook reads JSON input via stdin, extracts the git command being run using `jq`, and scans for the case-insensitive pattern `Co-Authored-By:.*Claude`.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-block-co-authored-by-attribution-hook-implementati,hierarchical-section

normalized_content:
  ## technical approach the solution uses a bash script (`~/.claude/hooks/block-coauthor.sh`) that intercepts bash tool calls before execution. the hook reads json input via stdin, extracts the git command being run using `jq`, and scans for the case-insensitive pattern `co-authored-by:.*claude`


id: 0a049648-ed7a-4e47-bb8b-d7bf6e3492ec
type: semantic
source_id: 8e42daf3-b499-49cf-a752-e06cb3b0ab13
source_type: chunk
created_at: 2026-02-27T09:59:33.884Z
updated_at: 2026-02-27T10:11:47.961Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 8e9d376cf7f093ddcaecee04b3cfbbedca096e1ff8141aee1d4d2832d4aaf01a
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  PreToolUse hooks execute before a tool runs and can display status messages and enforce timeout limits

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-block-co-authored-by-attribution-hook-implementati,hierarchical-section

normalized_content:
  pretooluse hooks execute before a tool runs and can display status messages and enforce timeout limits


id: 9e3daf6d-9a85-4901-b63f-9cb0171116c1
type: procedural
source_id: openclaw:2026-02-27-block-co-authored-by-attribution-hook-implementati:9f50566211ca4bb8
source_type: openclaw-memory-log
created_at: 2026-02-27T09:59:33.989Z
updated_at: 2026-02-27T10:05:26.792Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:00:02.555Z
content_hash: 493a528930227822389f432077fe07fcb0a3eb5144fa21a7d3e7f6bccf52c85f
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Testing the PreToolUse hook implementation requires two test cases: (1) attempting a git commit through Claude Code UI (should be blocked), (2) attempting a manual git commit from command line outside Claude (should succeed)

tags:
[cell repeats an earlier one in this file: 113 characters]

normalized_content:
  testing the pretooluse hook implementation requires two test cases: (1) attempting a git commit through claude code ui (should be blocked), (2) attempting a manual git commit from command line outside claude (should succeed)


id: f63c2ae3-125a-4e85-890f-a20099c2c355
type: fact
source_type: session_end
tags: git,hooks,claude-code,attribution
created_at: 2026-02-27T10:04:02.401Z
updated_at: 2026-02-27T10:04:02.401Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
extraction_status: none
content:
  Claude Code automatically appends `Co-Authored-By: Claude <noreply@anthropic.com>` to commit messages, which Nicholai wants to block with a PreToolUse hook


id: 1671021e-3d24-4236-8f63-16bc43b7576c
type: fact
source_type: session_end
tags: settings,hooks,json-structure
created_at: 2026-02-27T10:04:02.401Z
updated_at: 2026-02-27T10:04:02.401Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
extraction_status: none
content:
  ~/.claude/settings.json hook structure uses event types (SessionStart, UserPromptSubmit, SessionEnd) as top-level keys, each containing an array of objects with nested 'hooks' arrays


id: 632891a9-950d-4774-8fe5-35b59d07b36f
type: fact
source_type: session_end
tags: hooks,configuration,claude-code
created_at: 2026-02-27T10:04:02.401Z
updated_at: 2026-02-27T10:04:02.401Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
extraction_status: none
content:
  PreToolUse hooks for ~/.claude/settings.json need to be registered with a matcher (e.g., 'Bash'), a command reference, a timeout in ms, and a status message


id: 132a1909-788e-4b11-9ed8-817e75b4726d
type: decision
source_type: session_end
tags: bash,jq,git-commit,pattern-matching
created_at: 2026-02-27T10:04:02.401Z
updated_at: 2026-02-27T10:04:02.401Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
extraction_status: none
content:
  The block-coauthor.sh hook script must use jq to extract `tool_input.command` from PreToolUse JSON payload and search for case-insensitive pattern `Co-Authored-By:.*Claude`


id: a69cd84b-18c4-4df9-98b8-be4cdf362e3e
type: fact
source_id: 24ded6f8-8bbd-4b1c-8523-63144fd874c6
source_type: chunk
created_at: 2026-02-27T10:04:02.405Z
updated_at: 2026-02-27T10:04:02.405Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:09:55.869Z
content_hash: c976e5699b557f9f890d17dba2d5ac5c92cbc9bd67e8d41040a08d8a2bca3924
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Block Co-Authored-By Attribution Hook Nicholai requested implementation of a PreToolUse hook to block git commits containing Claude's automatic `Co-Authored-By:` attribution.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-block-co-authored-by-attribution-hook,hierarchical-section

normalized_content:
  ## block co-authored-by attribution hook nicholai requested implementation of a pretooluse hook to block git commits containing claude's automatic `co-authored-by:` attribution


id: a6b6029a-3ce8-4ce0-822f-c01bdc778ec3
type: rule
source_id: 24ded6f8-8bbd-4b1c-8523-63144fd874c6
source_type: chunk
created_at: 2026-02-27T10:04:02.405Z
updated_at: 2026-02-27T10:04:02.405Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:09:55.869Z
content_hash: a7a6b3bc73a59ad4a5327dca81604973ca08def6aa49dbaaa085470bd65ad2e9
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The plan specifies creating a bash script at `~/.claude/hooks/block-coauthor.sh` that: - Reads PreToolUse JSON payload from stdin - Extracts the git command via jq - Searches for the pattern `Co-Authored-By:.*Claude` (case-insensitive) - Returns `permissionDecision: "deny"` if found, otherwise allows execution The hook must be registered in `~/.claude/settings.json` with a 5-second timeout and status message.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-block-co-authored-by-attribution-hook,hierarchical-section

normalized_content:
  the plan specifies creating a bash script at `~/.claude/hooks/block-coauthor.sh` that: - reads pretooluse json payload from stdin - extracts the git command via jq - searches for the pattern `co-authored-by:.*claude` (case-insensitive) - returns `permissiondecision: "deny"` if found, otherwise allows execution the hook must be registered in `~/.claude/settings.json` with a 5-second timeout and status message


id: 02e19812-eb76-4a42-b837-8912cedffc4b
type: fact
source_id: 24ded6f8-8bbd-4b1c-8523-63144fd874c6
source_type: chunk
created_at: 2026-02-27T10:04:02.405Z
updated_at: 2026-02-27T10:04:02.405Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 364a56067f892842c9955177413b689d51cd45017d14a2ad68992dbe8d624f96
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Session work: - Reviewed existing settings.json structure to understand hook architecture - Confirmed hook format uses event-based triggers (SessionStart, UserPromptSubmit, SessionEnd) - Ready to implement both the script and settings modification Next steps: Create the hook script and update settings.json configuration.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-block-co-authored-by-attribution-hook,hierarchical-section

normalized_content:
  session work: - reviewed existing settings.json structure to understand hook architecture - confirmed hook format uses event-based triggers (sessionstart, userpromptsubmit, sessionend) - ready to implement both the script and settings modification next steps: create the hook script and update settings.json configuration


id: 22046ad4-22a8-4793-a215-798cf22a1f11
type: fact
source_type: session_end
tags: git,commit,claude-code,attribution
created_at: 2026-02-27T10:08:33.602Z
updated_at: 2026-02-27T10:08:33.602Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
extraction_status: none
content:
  Claude Code automatically appends 'Co-Authored-By: Claude <noreply@anthropic.com>' to all git commit messages via CLAUDE_CODE_ATTRIBUTION_HEADER environment variable


id: 1e8ace93-529a-4c47-aac8-e55d96b0558b
type: fact
source_type: session_end
tags: hooks,pretooluse,tool-interception
created_at: 2026-02-27T10:08:33.602Z
updated_at: 2026-02-27T10:08:33.602Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
extraction_status: none
content:
  PreToolUse hooks can intercept tool execution by reading JSON from stdin, parsing it with jq, and responding with permissionDecision: 'deny' to block the operation


id: 2f23c882-e609-45d1-b5ea-52cbd2f8f526
type: fact
source_type: session_end
tags: settings,hooks,configuration
created_at: 2026-02-27T10:08:33.602Z
updated_at: 2026-02-27T10:08:33.602Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
extraction_status: none
content:
  The ~/.claude/settings.json hooks object uses a nested structure with hook event types (SessionStart, UserPromptSubmit, SessionEnd, etc.) containing arrays of hook configurations with type, command, and timeout fields


id: 0883ccf3-882a-4878-80e3-aa53aa2fbe8d
type: fact
source_type: session_end
tags: bash,hooks,command-parsing
created_at: 2026-02-27T10:08:33.602Z
updated_at: 2026-02-27T10:08:33.602Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
extraction_status: none
content:
  PreToolUse hooks for Bash tool should extract tool_input.command via jq to inspect the full command string including HEREDOC bodies


id: 3bc25753-e0e7-4664-a9db-484961424481
type: fact
source_type: session_end
tags: regex,pattern-matching,git-commit
created_at: 2026-02-27T10:08:33.602Z
updated_at: 2026-02-27T10:08:33.602Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/.claude
session_id: 46ad1c78-e3d7-448b-a88b-d9756c69ea3a
extraction_status: none
content:
  The block-coauthor hook should use case-insensitive regex pattern matching ('Co-Authored-By:.*Claude') to catch all attribution variations


id: 26b1f649-f0b2-4157-bc4b-0df21d08530c
type: fact
source_id: 4b57d87c-9a83-4978-8815-13ff9b4d7475
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-claude-code-attribution-hook,hierarchical-section
created_at: 2026-02-27T10:08:33.607Z
updated_at: 2026-02-27T10:08:33.607Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:47:34.839Z
content_hash: b578535f698c972d710d3d14483b4ee7a578f54e94c75f8c4306c1b233053eeb
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Claude Code Attribution Hook Initiated implementation of a PreToolUse hook to block git commits containing Claude Code's automatic "Co-Authored-By: Claude <noreply@anthropic.com>" attribution. The plan involves two tasks: 1.

normalized_content:
  ## claude code attribution hook initiated implementation of a pretooluse hook to block git commits containing claude code's automatic "co-authored-by: claude <noreply@anthropic.com>" attribution. the plan involves two tasks: 1


id: 93b43cf7-67a4-4528-bde7-ab2459c58975
type: fact
source_id: 4b57d87c-9a83-4978-8815-13ff9b4d7475
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-claude-code-attribution-hook,hierarchical-section
created_at: 2026-02-27T10:08:33.607Z
updated_at: 2026-02-27T10:08:33.607Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:47:34.839Z
content_hash: 324bff46af6622d494a1798301ea3076aa6168609a336ed608210d5d33e7e868
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Hook Script Creation** - A bash script at `~/.claude/hooks/block-coauthor.sh` that reads JSON from stdin, extracts the command via `jq`, checks for `git commit` operations, and scans for the Co-Authored-By pattern (case-insensitive). Denies execution if found, allows otherwise. 2.

normalized_content:
  **hook script creation** - a bash script at `~/.claude/hooks/block-coauthor.sh` that reads json from stdin, extracts the command via `jq`, checks for `git commit` operations, and scans for the co-authored-by pattern (case-insensitive). denies execution if found, allows otherwise. 2


id: 80469ebc-2faf-46f4-8899-82918c74c508
type: rationale
source_id: 4b57d87c-9a83-4978-8815-13ff9b4d7475
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-claude-code-attribution-hook,hierarchical-section
created_at: 2026-02-27T10:08:33.607Z
updated_at: 2026-02-27T10:12:49.764Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:09:55.869Z
content_hash: e57b7e5bcbe24a773f9e6bad7ee8e56a31f337367263dbd86fe6abce7676d095
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Consistent hook pattern in settings.json means PreToolUse hook can be implemented using the signet command pattern already established by SessionStart, UserPromptSubmit, and SessionEnd hooks

normalized_content:
  consistent hook pattern in settings.json means pretooluse hook can be implemented using the signet command pattern already established by sessionstart, userpromptsubmit, and sessionend hooks


id: fbc62127-b750-4fa1-8729-634ca30b8a66
type: fact
source_id: 4b57d87c-9a83-4978-8815-13ff9b4d7475
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-claude-code-attribution-hook,hierarchical-section
created_at: 2026-02-27T10:08:33.607Z
updated_at: 2026-02-27T10:08:33.607Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:09:55.869Z
content_hash: 4e10e6a844fb1baa3cc184c4fb1dd7cfe37b38fc5f8abac91141df3dfb11a107
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Session ended after reading settings.json; implementation of the hook script and settings update pending.

normalized_content:
  session ended after reading settings.json; implementation of the hook script and settings update pending


id: f8d14a1e-3f8c-4d49-b53e-8ad28d3b4295
type: decision
source_id: 28528687-686d-4776-9bc9-9f7ae807d15f
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T10:33:30.216Z
updated_at: 2026-02-27T10:34:46.529Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:59:00.825Z
content_hash: 5d859bc292cff023dc3d1ecc6fb00a81176102fcacdf63b689712e1826d68b7b
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The Signet documentation block in `packages/core/src/markdown.ts` contains a broken or outdated CLI reference to secret management that should be removed

normalized_content:
  the signet documentation block in `packages/core/src/markdown.ts` contains a broken or outdated cli reference to secret management that should be removed


id: 86c2499b-d0f5-480f-a806-6f6b57268c65
type: fact
source_id: 28528687-686d-4776-9bc9-9f7ae807d15f
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T10:33:30.216Z
updated_at: 2026-02-27T10:33:30.216Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:47:34.839Z
content_hash: 6d4377a9117b0b5c6b1a97baeb261c782405eabc3c8e3033578f539ac37aeab5
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **MCP Tools**: Add two tools to `packages/daemon/src/mcp/tools.ts`: - `secret_list`: queries `GET /api/secrets` to return available secret names - `secret_exec`: runs commands with injected secrets, takes command string and env var → secret name mapping 3.

normalized_content:
  **mcp tools**: add two tools to `packages/daemon/src/mcp/tools.ts`: - `secret_list`: queries `get /api/secrets` to return available secret names - `secret_exec`: runs commands with injected secrets, takes command string and env var → secret name mapping 3


id: 3ac9af12-3053-4d1b-81d4-00f9a31f57c3
type: fact
source_id: 127c45cc-c930-4ad6-9d51-7b24700c3f02
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-claude-code-attribution-hook,hierarchical-section
created_at: 2026-02-27T10:33:31.011Z
updated_at: 2026-02-27T10:33:31.011Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:59:00.825Z
content_hash: 73c062c62bc70a4a6d668db3e72ca84603a436e96d0e0471ff5d750dec8959a5
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Examined existing settings.json structure which already has hooks configured for SessionStart, UserPromptSubmit, and SessionEnd via signet commands. The PreToolUse hook will follow the same pattern structure.

normalized_content:
  examined existing settings.json structure which already has hooks configured for sessionstart, userpromptsubmit, and sessionend via signet commands. the pretooluse hook will follow the same pattern structure


id: 15163762-7ee7-452e-8205-71bdf189c747
type: fact
source_id: 2076e833-5839-4c80-a9bd-59e69edb0f8a
source_type: chunk
created_at: 2026-02-27T10:33:31.042Z
updated_at: 2026-02-27T10:33:31.042Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:59:00.825Z
content_hash: 65e42eddf937c29e12eecec6479d811b6de49c9bf347863646debb923c430928
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  If found, it outputs a JSON response with `permissionDecision: "deny"`; otherwise it exits cleanly to allow execution. The PreToolUse hook is registered in `~/.claude/settings.json` with a 5-second timeout and matcher targeting the Bash tool.

tags:
[cell repeats an earlier one in this file: 113 characters]

normalized_content:
  if found, it outputs a json response with `permissiondecision: "deny"`; otherwise it exits cleanly to allow execution. the pretooluse hook is registered in `~/.claude/settings.json` with a 5-second timeout and matcher targeting the bash tool


id: 12fd8ec4-3a72-4c82-9d53-cbec2bce0d6e
type: procedural
source_type: manual
tags: signet,openclaw,marketing,community,discussions
created_at: 2026-02-27T10:38:11.468Z
updated_at: 2026-02-27T11:34:50.093Z
updated_by: pipeline-v2
vector_clock: {}
who: daemon
why: explicit
last_accessed: 2026-02-27T11:38:46.187Z
content_hash: d2e6c29a9704f3934db271b0a9be9c8c98aad4c089c859b37c052d816ae1d4d9
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Signet is positioned as a practical solution to specific OpenClaw pain points including memory continuity issues (#842) and secrets management concerns (#9676)

normalized_content:
  signet is positioned as a practical solution to specific openclaw pain points including memory continuity issues (#842) and secrets management concerns (#9676)


id: b7479667-c36f-4551-964e-20401fd63ea0
type: decision
source_id: 5a2fb450-ef0f-4bc5-877f-f651e3a3fd21
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T10:52:18.742Z
updated_at: 2026-02-27T10:53:32.465Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:59:00.825Z
content_hash: 4178c03fb90e7203199ebbdbe0614c969577407d0e27ab6510bffb8266a66171
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The Signet documentation block in packages/core/src/markdown.ts should be updated to document the actual MCP tool-based secret workflow instead of the broken CLI reference

normalized_content:
  the signet documentation block in packages/core/src/markdown.ts should be updated to document the actual mcp tool-based secret workflow instead of the broken cli reference


id: 41ff55eb-4de9-4560-95e6-f0c1a3872473
type: fact
source_id: c3081777-743e-40df-8e6b-4fc074da2532
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-claude-code-attribution-hook,hierarchical-section
created_at: 2026-02-27T10:52:19.580Z
updated_at: 2026-02-27T10:52:19.580Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T10:59:00.825Z
content_hash: 2d37a2ffb43e8bf4ba68247fa5da71691ef2e966e9e19720d28936449693c03d
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Settings Registration** - Adding a PreToolUse entry to `~/.claude/settings.json` hooks object with matcher "Bash", 5-second timeout, and status message.

normalized_content:
  **settings registration** - adding a pretooluse entry to `~/.claude/settings.json` hooks object with matcher "bash", 5-second timeout, and status message


id: 1a855832-dd1c-4e1b-8e1d-84d8083b12d8
type: procedural
source_id: b7479667-c36f-4551-964e-20401fd63ea0
source_type: pipeline-v2
created_at: 2026-02-27T10:53:32.464Z
updated_at: 2026-02-27T10:53:32.464Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-27T11:50:34.410Z
content_hash: 6782f04d18d332caa56af41fdf6740c37e87fd03fa67f6154fbd0ce2be091178
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The correct secret management workflow uses secret_list MCP tool for discovering available secret names and secret_exec MCP tool for executing commands with secrets injected as environment variables

normalized_content:
  the correct secret management workflow uses secret_list mcp tool for discovering available secret names and secret_exec mcp tool for executing commands with secrets injected as environment variables


id: d630c460-9df5-4eaf-9a64-dc09c648928c
type: decision
source_type: session_end
tags: workflow,openclaw
created_at: 2026-02-27T10:59:15.597Z
updated_at: 2026-02-27T10:59:15.597Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/references/openclaw
session_id: 06ffee16-a825-4005-86e3-136079c27a77
extraction_status: none
content:
  The openclaw-bugfix-pr skill provides a structured 9-step workflow for contributing bug fixes: establish context → pick bug → reproduce → fix → validate → commit → push → open PR → monitor CI


id: 1d71d4ed-93a0-48b1-ac9a-d3262b62e784
type: fact
source_type: session_end
tags: openclaw,tooling
created_at: 2026-02-27T10:59:15.597Z
updated_at: 2026-02-27T10:59:15.597Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/references/openclaw
session_id: 06ffee16-a825-4005-86e3-136079c27a77
extraction_status: none
content:
  openclaw repository working directory at /home/nicholai/signet/signetai/references/openclaw uses pnpm as package manager with vitest for testing (based on skill instructions)


id: 763a4f71-a37f-45f2-9e03-24d87a87623d
type: fact
source_type: session_end
tags: openclaw,git,remotes
created_at: 2026-02-27T10:59:15.597Z
updated_at: 2026-02-27T10:59:15.597Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/references/openclaw
session_id: 06ffee16-a825-4005-86e3-136079c27a77
extraction_status: none
content:
  NicholaiVogel maintains a fork of openclaw at https://github.com/NicholaiVogel/clawdbot configured as 'fork' remote for PR contributions when upstream push is denied


id: 4124bd7d-5ff4-4d02-a220-cebc7ed2f7b9
type: issue
source_id: d5214320-cace-4cac-920d-a30c32b04239
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-openclaw-bugfix-pr-workflow-start,hierarchical-section
created_at: 2026-02-27T10:59:15.604Z
updated_at: 2026-02-27T10:59:15.604Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 246c252140050b07f5ebacdda4c4c8a709f32741f07ddab8f50920b4c1c48625
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## OpenClaw Bugfix PR Workflow Start Session initiated the openclaw-bugfix-pr skill to find and fix a bug in the openclaw repository. The working context was a reference copy at `/home/nicholai/signet/signetai/references/openclaw`.

normalized_content:
  ## openclaw bugfix pr workflow start session initiated the openclaw-bugfix-pr skill to find and fix a bug in the openclaw repository. the working context was a reference copy at `/home/nicholai/signet/signetai/references/openclaw`


id: 80bce2ea-c4af-4093-a0ca-1c438020b397
type: issue
source_id: d5214320-cace-4cac-920d-a30c32b04239
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-openclaw-bugfix-pr-workflow-start,hierarchical-section
created_at: 2026-02-27T10:59:15.604Z
updated_at: 2026-02-27T10:59:15.604Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 4345a3d4d4bd259bc14895f8702529dcc2d218ca84a5a90c0f77a8d76efdc2ed
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Initial setup confirmed: - Repository is on main branch, ahead 1 and behind 1 from origin/main - Both origin (openclaw/openclaw) and fork (NicholaiVogel/clawdbot) remotes configured - Assistant began searching for open bug issues to reproduce and fix Session was truncated before bug identification or reproduction.

normalized_content:
  initial setup confirmed: - repository is on main branch, ahead 1 and behind 1 from origin/main - both origin (openclaw/openclaw) and fork (nicholaivogel/clawdbot) remotes configured - assistant began searching for open bug issues to reproduce and fix session was truncated before bug identification or reproduction


id: 815fdad1-1188-4d53-9742-f83754c54b7f
type: semantic
source_id: 4124bd7d-5ff4-4d02-a220-cebc7ed2f7b9
source_type: pipeline-v2
created_at: 2026-02-27T11:00:13.076Z
updated_at: 2026-02-27T11:00:13.076Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-27T15:22:37.351Z
content_hash: b3792d3e33b91f9aa6bdd177aa0a81145afadb868ce8227e82c5d25163d0943c
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The openclaw-bugfix-pr skill is designed to find, fix, validate, and ship focused bug-fix pull requests for the openclaw/openclaw repository

normalized_content:
  the openclaw-bugfix-pr skill is designed to find, fix, validate, and ship focused bug-fix pull requests for the openclaw/openclaw repository


id: 34ec12f7-6687-4e18-8be6-e9762a87dfab
type: fact
source_id: openclaw:2026-02-27-session-initialization:ae9d3310d6e60a30
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-session-initialization,hierarchical-section
created_at: 2026-02-27T11:02:39.902Z
updated_at: 2026-02-27T11:02:39.902Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 184a5bf5a0244a84f350d44c66cb7a95f92826b03050090a07b7119fd82d725b
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Session Initialization Session started at 10:57 UTC on the signetai project. Hook system initialized successfully via `signet hook session-start` command with Claude Code harness. No development work completed in this session - initialization only.

normalized_content:
  ## session initialization session started at 10:57 utc on the signetai project. hook system initialized successfully via `signet hook session-start` command with claude code harness. no development work completed in this session - initialization only


id: e536304c-8b8e-4f35-bafa-cfbd9a52e5dc
type: decision
source_type: session_end
tags: cli,setup-wizard,connectors
created_at: 2026-02-27T11:17:48.333Z
updated_at: 2026-02-27T11:17:48.333Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 5845d66b-72bd-472f-9cf6-bf6a0203697e
last_accessed: 2026-02-27T15:22:37.351Z
extraction_status: none
content:
  The Signet CLI setup wizard in `packages/cli/src/cli.ts` was restricted to 3 supported connectors: Claude Code (claude-code), OpenCode (opencode), and OpenClaw (openclaw)


id: 25b90a5e-a3a4-4ee5-8850-a5e714889e02
type: fact
source_type: session_end
tags: cli,setup-wizard,removed-features
created_at: 2026-02-27T11:17:48.333Z
updated_at: 2026-02-27T11:17:48.333Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 5845d66b-72bd-472f-9cf6-bf6a0203697e
last_accessed: 2026-02-27T15:22:37.351Z
extraction_status: none
content:
  Four unsupported harness options were removed from the setup wizard: Cursor, Windsurf, ChatGPT, and Gemini


id: 4d417a0b-2a72-4f81-bc75-82361ec515b9
type: decision
source_type: session_end
tags: cli,removed-features,migrate
created_at: 2026-02-27T11:17:48.333Z
updated_at: 2026-02-27T11:17:48.333Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 5845d66b-72bd-472f-9cf6-bf6a0203697e
last_accessed: 2026-02-27T15:22:37.351Z
extraction_status: none
content:
  Conversation import feature was completely removed from the CLI, including the `migrateWizard()` function and the `migrate` command registration


id: cc7a8374-2e79-4360-9be8-3ec132dbbe3e
type: fact
source_id: openclaw:2026-02-27-setup-wizard-restriction-implementation:d2bb0332b5df0f06
source_type: openclaw-memory-log
created_at: 2026-02-27T11:17:48.347Z
updated_at: 2026-02-27T11:17:48.347Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 81cdea09e4d4720dfcff2dbb107a3a082427161474925e080317a72e7f690e0f
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Setup Wizard Restriction Implementation Implemented plan to restrict the Signet CLI setup wizard to supported connectors only. The wizard previously offered 7 harness/connector options; this session reduced it to 3 supported platforms per Nicholai's request.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-setup-wizard-restriction-implementation,hierarchical-section

normalized_content:
  ## setup wizard restriction implementation implemented plan to restrict the signet cli setup wizard to supported connectors only. the wizard previously offered 7 harness/connector options; this session reduced it to 3 supported platforms per nicholai's request


id: fac304bc-0470-4bc9-8bfd-711acff8daf7
type: fact
source_id: f4163bbb-9e1a-4035-83c6-ca4b60aedb3f
source_type: chunk
created_at: 2026-02-27T11:17:49.077Z
updated_at: 2026-02-27T11:17:49.077Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: ac4dbed9d7e921c3faac2bb65a1f784bc6c6676f9bc88703fef536a11666c52b
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Changes Made Modified `packages/cli/src/cli.ts` to: 1. **Removed unsupported harness choices** from the setup wizard (lines 1628-1664): Removed Cursor, Windsurf, ChatGPT, and Gemini options, keeping only Claude Code, OpenCode, and OpenClaw. 2.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-setup-wizard-restriction-implementation,hierarchical-section

normalized_content:
  ## changes made modified `packages/cli/src/cli.ts` to: 1. **removed unsupported harness choices** from the setup wizard (lines 1628-1664): removed cursor, windsurf, chatgpt, and gemini options, keeping only claude code, opencode, and openclaw. 2


id: 358317b4-b732-4fe8-adf2-9e2e0e580293
type: preference
source_id: f4163bbb-9e1a-4035-83c6-ca4b60aedb3f
source_type: chunk
created_at: 2026-02-27T11:17:49.077Z
updated_at: 2026-02-27T11:17:49.077Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 50f418a671561fe6734948791faaa6252f829abfbb02d645aeec1ffcbad6d4e1
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Removed conversation import prompt** (lines 1853-1857): Eliminated the `wantImport` confirmation that allowed users to import conversations during setup. 3. **Removed import conditional** (lines 2125-2127): Deleted the `if (wantImport)` block that called `migrateWizard()`. 4.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-setup-wizard-restriction-implementation,hierarchical-section

normalized_content:
  **removed conversation import prompt** (lines 1853-1857): eliminated the `wantimport` confirmation that allowed users to import conversations during setup. 3. **removed import conditional** (lines 2125-2127): deleted the `if (wantimport)` block that called `migratewizard()`. 4


id: 0949b4ce-4408-4ffa-afbf-c3ecde395335
type: fact
source_id: f4163bbb-9e1a-4035-83c6-ca4b60aedb3f
source_type: chunk
created_at: 2026-02-27T11:17:49.077Z
updated_at: 2026-02-27T11:17:49.077Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: d39a5c7b4dc0732a8d0331f72c868552799fc1fddac3142938ad1c34d2d23114
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Deleted stub function** `migrateWizard()` (lines 2356-2385): Removed entire function definition. 5. **Removed migrate command** registration (lines 2887-2894): Deleted the `program.command("migrate")` CLI command.

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  **deleted stub function** `migratewizard()` (lines 2356-2385): removed entire function definition. 5. **removed migrate command** registration (lines 2887-2894): deleted the `program.command("migrate")` cli command


id: fcd2094a-d3b3-4e4f-9738-899181b369f6
type: fact
source_id: openclaw:2026-02-27-setup-wizard-restriction-implementation:97cc065eee3c7c18
source_type: openclaw-memory-log
created_at: 2026-02-27T11:17:49.124Z
updated_at: 2026-02-27T11:17:49.124Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T11:31:23.927Z
content_hash: cec7e77c912da1fa7a20b58b161f95c25671d2e37cf22cc3c64a2d355d11c14e
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Verification Final checks include: - `bun run typecheck` — ensure no dead references - `bun run lint` — verify clean formatting - Manual test: `bun packages/cli/src/cli.ts setup` — confirm 3 harness options appear, no import prompt

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  ## verification final checks include: - `bun run typecheck` — ensure no dead references - `bun run lint` — verify clean formatting - manual test: `bun packages/cli/src/cli.ts setup` — confirm 3 harness options appear, no import prompt


id: e9a08493-ebb8-4f73-81a5-6988bbca5be6
type: decision
source_type: session_end
tags: signet,outreach,strategy,openclaw
created_at: 2026-02-27T11:31:41.844Z
updated_at: 2026-02-27T11:31:41.844Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: d01d6236-e97e-4a4e-9f3b-5eb0add30932
last_accessed: 2026-02-27T15:22:37.351Z
extraction_status: none
content:
  Signet community post strategy: frame as problem/solution discussion targeting OpenClaw users experiencing agent memory and session continuity issues, positioning Signet as a practical approach rather than a competitive product.


id: bf75478c-07a4-41b2-8032-22a907fa861d
type: decision
source_type: session_end
tags: signet,openclaw,community
created_at: 2026-02-27T11:31:41.844Z
updated_at: 2026-02-27T11:31:41.844Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: d01d6236-e97e-4a4e-9f3b-5eb0add30932
last_accessed: 2026-02-27T15:22:37.351Z
extraction_status: none
content:
  OpenClaw community post will be posted to GitHub Discussions (not Discord) to reach the technical audience most affected by portable identity and cross-platform agent memory problems.


id: addd92e2-00b9-436e-8813-722d99f80e55
type: decision
source_id: openclaw:2026-02-27-openclaw-community-post-planning:36482002a005b6e4
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-openclaw-community-post-planning,hierarchical-section
created_at: 2026-02-27T11:31:41.850Z
updated_at: 2026-02-27T11:34:50.092Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: d9c12c66888b0a1fc9bea29cc57ce3844400249e4b03c7eb7844693472f13db4
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The OpenClaw community outreach strategy focuses on addressing real user pain points (memory loss, session isolation, multi-harness complexity, secrets management) rather than feature comparison with other platforms

normalized_content:
  the openclaw community outreach strategy focuses on addressing real user pain points (memory loss, session isolation, multi-harness complexity, secrets management) rather than feature comparison with other platforms


id: 103158db-995d-4c3c-ab0f-ea5c6d121266
type: rationale
source_id: openclaw:2026-02-27-openclaw-community-post-planning:67da5d6610fba9c9
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-openclaw-community-post-planning,hierarchical-section
created_at: 2026-02-27T11:31:42.481Z
updated_at: 2026-02-27T11:33:31.107Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 548d8a98ac8012fff60754c0bd313988a17e8142ae50590c9f65aefad1163314
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Problem-first framing was selected because: (1) it resonates better with community members who identify with specific pain points, (2) it makes the value proposition clearer through concrete problems rather than abstract features. Straightforward project introduction was rejected because it presents abstract features without connecting to community pain points.

normalized_content:
  problem-first framing was selected because: (1) it resonates better with community members who identify with specific pain points, (2) it makes the value proposition clearer through concrete problems rather than abstract features. straightforward project introduction was rejected because it presents abstract features without connecting to community pain points


id: d8f3ab64-7f10-49a4-85b6-856148bb52dd
type: fact
source_id: openclaw:2026-02-27-openclaw-community-post-planning:52d4320cf84510de
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-openclaw-community-post-planning,hierarchical-section
created_at: 2026-02-27T11:31:42.499Z
updated_at: 2026-02-27T11:31:42.499Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T12:24:30.973Z
content_hash: 32ec6bc04ff9d055610a1b0445fe9981c1831e6612d88ec9936944412eba7f5a
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Next Steps Drafting the discussion post with focus on: - Real problems OpenClaw users face (memory loss, session isolation, multi-harness complexity) - How Signet addresses those specific pain points - Brief introduction of the approach without overselling - Invitation for feedback and discussion

normalized_content:
  ## next steps drafting the discussion post with focus on: - real problems openclaw users face (memory loss, session isolation, multi-harness complexity) - how signet addresses those specific pain points - brief introduction of the approach without overselling - invitation for feedback and discussion


id: 09882099-3973-48f5-8556-c85ee1c6b271
type: issue
source_type: session_end
tags: daemon,dashboard,scheduled-tasks,bug
created_at: 2026-02-27T11:38:54.777Z
updated_at: 2026-02-27T11:38:54.777Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 96a2a365-a7e5-4168-be39-9c9fe21c933f
last_accessed: 2026-02-27T15:22:37.351Z
extraction_status: none
content:
  Scheduled tasks in packages/daemon are failing when triggered from the dashboard UI, requiring investigation of the task execution pipeline.


id: 109afa90-b7ce-4f5a-a4ae-536c8175fb86
type: fact
source_type: session_end
tags: signetai,feature,setup
created_at: 2026-02-27T11:38:54.777Z
updated_at: 2026-02-27T11:38:54.777Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 96a2a365-a7e5-4168-be39-9c9fe21c933f
last_accessed: 2026-02-27T15:22:37.351Z
extraction_status: none
content:
  Active work on branch `nicholai/non-interactive-setup-providers` focuses on provider setup improvements following PR #31.


id: 6730846d-3de4-4df4-a8b3-861b102a54f3
type: fact
source_type: session_end
tags: dashboard,svelte,ui
created_at: 2026-02-27T11:38:54.777Z
updated_at: 2026-02-27T11:38:54.777Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 96a2a365-a7e5-4168-be39-9c9fe21c933f
last_accessed: 2026-02-27T15:22:37.351Z
extraction_status: none
content:
  Dashboard component at packages/cli/dashboard/src/routes/+page.svelte is being modified as part of current session work.


id: d77dbdc3-799a-4974-9c77-8f3cafbd4260
type: fact
source_id: openclaw:2026-02-27-scheduled-tasks-dashboard-issue:62e327d3ffa6d6f4
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-scheduled-tasks-dashboard-issue,hierarchical-section
created_at: 2026-02-27T11:38:55.456Z
updated_at: 2026-02-27T11:38:55.456Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T12:24:30.973Z
content_hash: 0f7c7bddeb3abde988baa45aaccb10a6ceb9b3bb71ba98ecbee4aedc0b981b10
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Repository State The session began with the following uncommitted changes: - Modified: `.github/workflows/release.yml`, `packages/cli/dashboard/src/routes/+page.svelte` - Deleted: `public/memory-loop-blueprint.jpg`, `public/memory-loop-v2-light.jpg` - New file: `docs/specs/planning/daemon-rust-rewrite.md` The branch contains work on non-interactive setup provider handling, building on recent PRs that introduced explicit provider requirements for setup.

normalized_content:
  ## repository state the session began with the following uncommitted changes: - modified: `.github/workflows/release.yml`, `packages/cli/dashboard/src/routes/+page.svelte` - deleted: `public/memory-loop-blueprint.jpg`, `public/memory-loop-v2-light.jpg` - new file: `docs/specs/planning/daemon-rust-rewrite.md` the branch contains work on non-interactive setup provider handling, building on recent prs that introduced explicit provider requirements for setup


id: 164bf093-6119-4d21-ac54-1f795ff7d142
type: fact
source_id: d77dbdc3-799a-4974-9c77-8f3cafbd4260
source_type: pipeline-v2
created_at: 2026-02-27T11:42:01.090Z
updated_at: 2026-02-27T11:42:01.090Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-27T15:22:37.351Z
content_hash: a0f41b7a2d7a9d2c4e89fae8270128cb8c1e716cba7af00384a1f17dd6c83324
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Recent PRs to the signetai codebase introduced explicit provider requirements for non-interactive setup operations

normalized_content:
  recent prs to the signetai codebase introduced explicit provider requirements for non-interactive setup operations


id: 358b30e2-566e-447d-beb4-c0d7acecca74
type: issue
source_type: session_end
tags: openmarketui,pm-server,rust,build-failure
created_at: 2026-02-27T11:53:01.748Z
updated_at: 2026-02-27T11:53:01.748Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: f9cbbab6-b02d-4817-a650-2d211ef25c0b
last_accessed: 2026-03-02T06:29:49.205Z
extraction_status: none
content:
  OpenMarketUI pm-server (located at /home/nicholai/openmarketui) failed to start with exit code 101 when running `cargo run -p pm-server`


id: 393c436d-08b5-411f-90b1-a03c83ab174a
type: fact
source_id: openclaw:2026-02-27-pm-server-startup-attempt:72fe2596779cb136
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-pm-server-startup-attempt,hierarchical-section
created_at: 2026-02-27T11:53:01.752Z
updated_at: 2026-02-27T11:54:37.007Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T12:24:30.973Z
content_hash: 7e2abbc58b8e9de2126f737679197cd12db9b94651d5b07a19fb604e9f0833db
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  An attempt to start pm-server in OpenMarketUI failed with exit code 101, indicating a compilation, linking, or runtime initialization error

normalized_content:
  an attempt to start pm-server in openmarketui failed with exit code 101, indicating a compilation, linking, or runtime initialization error


id: 4ea8d16b-ebc7-41dc-b2dd-4c2dbaef9bba
type: rule
source_type: manual
tags: opentui,keybindings,watchtower,bug-fix
created_at: 2026-02-27T11:55:24.366Z
updated_at: 2026-02-27T11:55:24.366Z
updated_by: daemon
vector_clock: {}
who: daemon
why: explicit
last_accessed: 2026-02-27T12:24:30.973Z
content_hash: 9fd03cc92e6cb1b53ea109617af1a2444130fce539075c3eed6717f3298f6bdb
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  opentui key event mapping: the Enter key sends key.name = "return" (not "enter"). The keybindings.ts enter binding was updated to ["enter", "return", "l"] to fix this. Any future keybinding that needs Enter must include "return".

normalized_content:
  opentui key event mapping: the enter key sends key.name = "return" (not "enter"). the keybindings.ts enter binding was updated to ["enter", "return", "l"] to fix this. any future keybinding that needs enter must include "return"


id: ae77b2cd-730b-4a9a-b211-4d33d5a8c9a3
type: rationale
source_type: manual
tags: kalshi,api,pm-kalshi,data-fetcher,breaking-change
created_at: 2026-02-27T11:55:28.266Z
updated_at: 2026-02-27T11:58:01.094Z
updated_by: pipeline-v2
vector_clock: {}
who: daemon
why: explicit
last_accessed: 2026-02-27T12:24:30.973Z
content_hash: 630469b9a687ffdc6c602e6a6459437be5dd178634d3c9b3076e156f0b591a74
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Using serde_json::Value in the Trade struct allows handling the Kalshi API breaking change where price field type changed from integer to float while yes_price remained integer

normalized_content:
  using serde_json::value in the trade struct allows handling the kalshi api breaking change where price field type changed from integer to float while yes_price remained integer


id: d4070bc4-a071-4256-9e81-f4e9b2c169d7
type: issue
source_id: 486147de-4297-497d-b3a3-723d43e92ba8
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-secrets-mcp-integration,hierarchical-section
created_at: 2026-02-27T12:33:47.488Z
updated_at: 2026-02-27T12:33:47.488Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: e492f207fcf52d783b09a51fa921770f5ce660bb11cb5107621a1ae5af3f49e1
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Documentation Fix**: Update the Signet block in `packages/core/src/markdown.ts` to remove the broken CLI reference and document the actual workflow: `secret_list` and `secret_exec` MCP tools for discovery and usage. 2.

normalized_content:
  **documentation fix**: update the signet block in `packages/core/src/markdown.ts` to remove the broken cli reference and document the actual workflow: `secret_list` and `secret_exec` mcp tools for discovery and usage. 2


id: 6d86d91d-43ca-471b-ad0d-e7c9741e4381
type: fact
source_id: 9d5f9ab5-74ac-42a3-a6fd-6139ddfbd35a
source_type: chunk
tags: openclaw,memory-log,2026-02-22,2026-02-22-openclaw-troubleshooting,hierarchical-section
created_at: 2026-02-27T12:33:48.374Z
updated_at: 2026-02-27T12:33:48.374Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 637a927d8e3ef2e3c7bdc000d419874576267f48bb8a4403d597ba5eae8800cb
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The session was interrupted during the diagnostic phase before root cause analysis or remediation steps were completed.

normalized_content:
  the session was interrupted during the diagnostic phase before root cause analysis or remediation steps were completed


id: bd70f73d-28e7-4b33-8919-3c4685aecb01
type: issue
source_type: session_end
tags: defaults,pipeline,configuration
created_at: 2026-02-27T15:22:39.620Z
updated_at: 2026-02-27T15:22:39.620Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/daemon
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
extraction_status: none
content:
  Signet's DEFAULT_PIPELINE_V2 constant in packages/daemon/src/memory-config.ts (line 31) ships with pipeline, graph, reranker, and autonomous features disabled by default, which results in new users receiving a suboptimal product experience.


id: 629a628d-3637-4856-b67d-32170b775309
type: issue
source_type: session_end
tags: configuration,migration,boolean-resolution
created_at: 2026-02-27T15:22:39.620Z
updated_at: 2026-02-27T15:22:39.620Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/daemon
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
extraction_status: none
content:
  The loadPipelineConfig() function in packages/daemon/src/memory-config.ts uses the pattern `raw.xxx === true` to resolve booleans, which hardcodes absent values to false regardless of the DEFAULT_PIPELINE_V2 constant, causing existing users to miss feature upgrades.


id: ec4fca36-d2af-4793-997d-4408fd2bdb40
type: decision
source_type: session_end
tags: configuration,pattern
created_at: 2026-02-27T15:22:39.620Z
updated_at: 2026-02-27T15:22:39.620Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/daemon
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
extraction_status: none
content:
  In packages/daemon/src/memory-config.ts, boolean resolution should use `typeof raw.enabled === "boolean" ? raw.enabled : d.enabled` pattern to preserve user-explicit values while falling back to defaults for absent keys.


id: 356fde6d-7f45-473a-99c3-1a6ef06075f8
type: decision
source_type: session_end
tags: refactoring,configuration
created_at: 2026-02-27T15:22:39.620Z
updated_at: 2026-02-27T15:22:39.620Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/daemon
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
extraction_status: none
content:
  A resolveBool(nested, flat, fallback) helper function should be added to packages/daemon/src/memory-config.ts to handle graph, reranker, and autonomous fields that support both nested and flat YAML formats.


id: 7fa08e04-ff36-481e-b6b9-80a6104a9a15
type: fact
source_type: session_end
tags: defaults,pipeline
created_at: 2026-02-27T15:22:39.620Z
updated_at: 2026-02-27T15:22:39.620Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/daemon
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
extraction_status: none
content:
  DEFAULT_PIPELINE_V2 updates: enabled→true, graph.enabled→true, reranker.enabled→true, autonomous.enabled→true, autonomous.allowUpdateDelete→true, autonomous.maintenanceMode→execute. shadowMode, mutationsFrozen, semanticContradictionEnabled, telemetryEnabled remain false (intentionally opt-in).


id: 6d19315d-b9d4-4199-9bd0-44ba46e0ba5c
type: decision
source_type: session_end
tags: auto-detection,provider
created_at: 2026-02-27T15:22:39.620Z
updated_at: 2026-02-27T15:22:39.620Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/daemon
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
extraction_status: none
content:
  Runtime extraction provider auto-detection should be added to packages/daemon/src/daemon.ts after loading memoryCfg: check if claude CLI is available → opencode → ollama fallback, with logging of effective choice.


id: 60dbfa62-e39a-47e0-8238-a684267b221a
type: decision
source_type: session_end
tags: setup-wizard,auto-detection
created_at: 2026-02-27T15:22:39.620Z
updated_at: 2026-02-27T15:22:39.620Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/daemon
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
extraction_status: none
content:
  CLI setup wizard in packages/cli/src/cli.ts should auto-detect extraction provider availability (claude on PATH → suggest claude-code, else opencode → claude-code, else ollama) before presenting selection to user.


id: 8d9cba8a-0d34-4fb4-a2c2-336e71bdf0f7
type: decision
source_type: session_end
tags: setup-wizard,configuration
created_at: 2026-02-27T15:22:39.620Z
updated_at: 2026-02-27T15:22:39.620Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/daemon
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
extraction_status: none
content:
  Setup wizard should write full nested pipelineV2 config instead of minimal flat format, enabling pipeline, graph, reranker, and autonomous by default when user selects an extraction provider.


id: c64807ff-34aa-4e0a-b5e7-a1cede5d7369
type: decision
source_type: session_end
tags: template,documentation
created_at: 2026-02-27T15:22:39.620Z
updated_at: 2026-02-27T15:22:39.620Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/daemon
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
extraction_status: none
content:
  agent.yaml.template in packages/cli/templates/ should be updated with documented pipelineV2 section showing all options, and rehearsal_enabled should be added to search block.


id: 5f37ea7e-4012-4582-83b4-18aec3cbf04c
type: issue
source_id: openclaw:2026-02-27-default-configuration-values-fix:f6837bf9a3abab5c
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-default-configuration-values-fix,hierarchical-section
created_at: 2026-02-27T15:22:39.630Z
updated_at: 2026-02-27T15:22:39.630Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: b2e518b7141115ed9a60c7ba6e9924a67ddf47208e3f02f7be314b4c021bd950
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Default Configuration Values Fix Nicholai submitted a detailed plan to fix Signet's disabled-by-default features. The core issue: pipeline, graph, reranker, and autonomous maintenance are all shipped disabled, leaving new users with a hollow product. Existing users who never explicitly configured these values get suboptimal performance because `loadPipelineConfig` uses `=== true` checks, hardcoding absent booleans to `false` regardless of the `DEFAULT_PIPELINE_V2` constant.

normalized_content:
  ## default configuration values fix nicholai submitted a detailed plan to fix signet's disabled-by-default features. the core issue: pipeline, graph, reranker, and autonomous maintenance are all shipped disabled, leaving new users with a hollow product. existing users who never explicitly configured these values get suboptimal performance because `loadpipelineconfig` uses `=== true` checks, hardcoding absent booleans to `false` regardless of the `default_pipeline_v2` constant


id: 2b420883-aab0-4b19-bddf-ac613f3b3f78
type: decision
source_id: 579c09d7-fb71-4b0e-b9b8-7d71434090ac
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-default-configuration-values-fix,hierarchical-section
created_at: 2026-02-27T15:22:40.335Z
updated_at: 2026-02-27T15:40:24.863Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: e23248a7d10217b2236b6bb08edb495f85f567318840530f967d8ba675d18213
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The memory-config.ts file contains a DEFAULT_PIPELINE_V2 constant that was updated to enable pipeline, graph, reranker, and autonomous features

normalized_content:
  the memory-config.ts file contains a default_pipeline_v2 constant that was updated to enable pipeline, graph, reranker, and autonomous features


id: d3040baf-8afb-4b3e-8ec0-864bb9133726
type: fact
source_id: 579c09d7-fb71-4b0e-b9b8-7d71434090ac
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-default-configuration-values-fix,hierarchical-section
created_at: 2026-02-27T15:22:40.335Z
updated_at: 2026-02-27T15:22:40.335Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: d101f1e053e612a3cf85ae0581c1a20a7b62049be01808a99a8b686eb78e3f78
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Step 2:** Fix boolean resolution in `loadPipelineConfig` (lines 159-268) to respect absent values. Current pattern `raw.enabled === true` will change to `typeof raw.enabled === "boolean" ? raw.enabled : d.enabled`.

normalized_content:
  **step 2:** fix boolean resolution in `loadpipelineconfig` (lines 159-268) to respect absent values. current pattern `raw.enabled === true` will change to `typeof raw.enabled === "boolean" ? raw.enabled : d.enabled`


id: 07cc5150-d3f2-4ab2-8d6c-a444183ef8f3
type: fact
source_id: 579c09d7-fb71-4b0e-b9b8-7d71434090ac
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-default-configuration-values-fix,hierarchical-section
created_at: 2026-02-27T15:22:40.335Z
updated_at: 2026-02-27T15:22:40.335Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 525f1f3cae436f96a934e275e58ed1b05b05c4907bb92ef5bf8fe7f38a7e8381
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  A `resolveBool()` helper will handle nested + flat fallback patterns for graph, reranker, and autonomous fields. **Step 3:** Add runtime auto-detection of extraction provider in daemon startup—check if `claude` CLI is available (fallback to `opencode`, then `ollama`).

normalized_content:
  a `resolvebool()` helper will handle nested + flat fallback patterns for graph, reranker, and autonomous fields. **step 3:** add runtime auto-detection of extraction provider in daemon startup—check if `claude` cli is available (fallback to `opencode`, then `ollama`)


id: 759c7226-5823-4761-be72-bd824859ef92
type: fact
source_id: 579c09d7-fb71-4b0e-b9b8-7d71434090ac
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-default-configuration-values-fix,hierarchical-section
created_at: 2026-02-27T15:22:40.335Z
updated_at: 2026-02-27T15:22:40.335Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 50dcf0e59405163d11737477b70aed0459ff58a77b8fb598c83c058331c3be5e
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Step 4:** Add auto-detection in CLI setup wizard to suggest appropriate provider based on PATH. **Step 5:** Write full nested `pipelineV2` config in setup wizard instead of minimal flat format. **Step 6:** Update `agent.yaml.template` with documented `pipelineV2` section showing all options.

normalized_content:
  **step 4:** add auto-detection in cli setup wizard to suggest appropriate provider based on path. **step 5:** write full nested `pipelinev2` config in setup wizard instead of minimal flat format. **step 6:** update `agent.yaml.template` with documented `pipelinev2` section showing all options


id: 752e1972-5972-424e-a13c-51279d7d3759
type: procedural
source_id: openclaw:2026-02-27-default-configuration-values-fix:8cfaa091e7d5f132
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-default-configuration-values-fix,hierarchical-section
created_at: 2026-02-27T15:22:40.386Z
updated_at: 2026-02-27T15:44:47.595Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T15:23:37.708Z
content_hash: 95d8e859adbefd037cbc483d743af893500821fa2e740fd5df998d68339e0c6a
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Manual testing verifies that explicit user-provided config choices are respected and not overridden by defaults

normalized_content:
  manual testing verifies that explicit user-provided config choices are respected and not overridden by defaults


id: fbac058f-49a6-4ed1-98f7-8a1128d059c3
type: decision
source_type: session_end
tags: predictor,phase1,architecture,rust
created_at: 2026-02-27T15:23:23.898Z
updated_at: 2026-02-27T15:23:23.898Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/predictor
session_id: 30443bf1-1ce5-4046-9aab-e56b11793aab
extraction_status: none
content:
  Predictive Memory Scorer Phase 1 implemented as a standalone Rust crate at packages/predictor/ with operation-level autograd engine, cross-attention scorer, and JSON-RPC service protocol


id: 1422fab3-6891-4b85-8823-1ce4af6f1aad
type: fact
source_type: session_end
tags: autograd,ml,predictor
created_at: 2026-02-27T15:23:23.898Z
updated_at: 2026-02-27T15:23:23.898Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/predictor
session_id: 30443bf1-1ce5-4046-9aab-e56b11793aab
extraction_status: none
content:
  packages/predictor/src/autograd.rs implements operation-level automatic differentiation with Rng, Param, Tape abstractions and custom operations (Sigmoid, MeanPool, FeatureConcat, ListwiseLoss) with forward/backward implementations


id: 2781f7cc-d2d1-4881-ba83-27a9a47a0176
type: fact
source_type: session_end
tags: scorer,model,predictor
created_at: 2026-02-27T15:23:23.898Z
updated_at: 2026-02-27T15:23:23.898Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/predictor
session_id: 30443bf1-1ce5-4046-9aab-e56b11793aab
extraction_status: none
content:
  packages/predictor/src/model.rs implements CrossAttentionScorer for ranking memory candidates using softmax-based preference prediction


id: 95478e0c-19bd-485e-ba1b-d86d715dc13e
type: fact
source_type: session_end
tags: service,protocol,predictor,rpc
created_at: 2026-02-27T15:23:23.898Z
updated_at: 2026-02-27T15:23:23.898Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/predictor
session_id: 30443bf1-1ce5-4046-9aab-e56b11793aab
extraction_status: none
content:
  packages/predictor/src/main.rs provides JSON-line stdin/stdout service interface with status, score, and train command handlers for RPC communication


id: 9900d462-1c4d-408f-9b91-eb291bba693a
type: fact
source_type: session_end
tags: training,optimizer,predictor
created_at: 2026-02-27T15:23:23.898Z
updated_at: 2026-02-27T15:23:23.898Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/predictor
session_id: 30443bf1-1ce5-4046-9aab-e56b11793aab
extraction_status: none
content:
  packages/predictor/src/training.rs includes training scaffolding with Adam optimizer implementation for preference scorer training


id: 54f7d816-63b7-4962-b441-f3e6508fbeaf
type: fact
source_type: session_end
tags: checkpoint,persistence,predictor
created_at: 2026-02-27T15:23:23.898Z
updated_at: 2026-02-27T15:23:23.898Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/predictor
session_id: 30443bf1-1ce5-4046-9aab-e56b11793aab
extraction_status: none
content:
  packages/predictor/src/checkpoint.rs implements model checkpoint save/load/apply for training persistence and inference loading


id: c11bc9b7-cbd0-465c-ad96-3621fa3784de
type: fact
source_type: session_end
tags: tokenizer,feature-engineering,predictor
created_at: 2026-02-27T15:23:23.898Z
updated_at: 2026-02-27T15:23:23.898Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/packages/predictor
session_id: 30443bf1-1ce5-4046-9aab-e56b11793aab
extraction_status: none
content:
  packages/predictor/src/tokenizer.rs implements HashTrick tokenizer for feature hashing in the preference scorer


id: 2b6edf37-e8be-4c07-997a-9609ae23466a
type: preference
source_id: openclaw:2026-02-27-phase-1-predictor-implementation-review:4c8075c997f6f76d
source_type: openclaw-memory-log
created_at: 2026-02-27T15:23:23.907Z
updated_at: 2026-02-27T15:23:23.907Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T15:23:37.708Z
content_hash: 64dcece300d14290e608b449ef90fa50d4f94619ba2165ef0ba6d001c5a6a30d
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Phase 1 Predictor Implementation Review Nicholai completed and presented Phase 1 of the predictive memory scorer—a Rust crate scaffold implementing a complete training and inference pipeline for real-time memory preference scoring. He requested code review of the newly added packages/predictor/ crate.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-phase-1-predictor-implementation-review,hierarchical-section

normalized_content:
  ## phase 1 predictor implementation review nicholai completed and presented phase 1 of the predictive memory scorer—a rust crate scaffold implementing a complete training and inference pipeline for real-time memory preference scoring. he requested code review of the newly added packages/predictor/ crate


id: a24dd55d-6b7d-4429-a4ae-32f1f1e221be
type: fact
source_id: b971dd91-2d98-4ff5-8ae1-27665f812c16
source_type: chunk
created_at: 2026-02-27T15:23:23.924Z
updated_at: 2026-02-27T15:23:23.924Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T15:23:37.708Z
content_hash: 5927c3513afb1eae1ecd192d791eb0af313f02209d669146d61918494761baca
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Implementation Summary The Phase 1 deliverable includes: - **Autograd engine** (autograd.rs): Operation-level automatic differentiation with Rng, Param, Tape abstractions and custom operations (Sigmoid, MeanPool, FeatureConcat, ListwiseLoss) plus comprehensive forward/backward implementations and unit tests.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-phase-1-predictor-implementation-review,hierarchical-section

normalized_content:
  ## implementation summary the phase 1 deliverable includes: - **autograd engine** (autograd.rs): operation-level automatic differentiation with rng, param, tape abstractions and custom operations (sigmoid, meanpool, featureconcat, listwiseloss) plus comprehensive forward/backward implementations and unit tests


id: fd586d29-d3d3-410a-8419-41fc9de3ab9e
type: preference
source_id: b971dd91-2d98-4ff5-8ae1-27665f812c16
source_type: chunk
created_at: 2026-02-27T15:23:23.924Z
updated_at: 2026-02-27T15:23:23.924Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T15:23:37.708Z
content_hash: ff73f59325d09b1da577d379357c6e298265a0f2c38557051edb738d0d9efa78
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  - **Scorer core** (model.rs): Cross-attention-style ScorerConfig and CrossAttentionScorer implementing candidate scoring with softmax ranking for preference prediction. - **Protocol layer** (protocol.rs): JSON-RPC protocol types defining the service contract.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-phase-1-predictor-implementation-review,hierarchical-section

normalized_content:
  - **scorer core** (model.rs): cross-attention-style scorerconfig and crossattentionscorer implementing candidate scoring with softmax ranking for preference prediction. - **protocol layer** (protocol.rs): json-rpc protocol types defining the service contract


id: f7f54988-399d-4435-81af-4ad9ddade9ae
type: fact
source_id: b971dd91-2d98-4ff5-8ae1-27665f812c16
source_type: chunk
created_at: 2026-02-27T15:23:23.924Z
updated_at: 2026-02-27T15:23:23.924Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T15:23:37.708Z
content_hash: cb6bf3eef706ab600a657eac2eceb14fec1ececd704e19d5414ac2ae29e27a1d
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  - **Tokenization** (tokenizer.rs): HashTrick tokenizer for feature hashing. - **Training infrastructure** (training.rs): Scaffolding including Adam optimizer. - **Data pipeline** (data.rs): Placeholder reader for training data.

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  - **tokenization** (tokenizer.rs): hashtrick tokenizer for feature hashing. - **training infrastructure** (training.rs): scaffolding including adam optimizer. - **data pipeline** (data.rs): placeholder reader for training data


id: ed38fa3a-1e15-4fb1-a37a-8f5a75a671cf
type: fact
source_id: b971dd91-2d98-4ff5-8ae1-27665f812c16
source_type: chunk
created_at: 2026-02-27T15:23:23.924Z
updated_at: 2026-02-27T15:23:23.924Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T15:23:37.708Z
content_hash: edc0910a4691751bb670004db39e193705a311427e96d0ca5f9704fbc430c32e
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  - **Persistence** (checkpoint.rs): Save/load/apply for model checkpoints. - **Service entry point** (main.rs): JSON-line stdin/stdout service with status, score, and train handlers. - **Build config** (Cargo.toml): Crate manifest and dependencies.

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  - **persistence** (checkpoint.rs): save/load/apply for model checkpoints. - **service entry point** (main.rs): json-line stdin/stdout service with status, score, and train handlers. - **build config** (cargo.toml): crate manifest and dependencies


id: 2182ff0c-bb01-4865-8675-ec0bfe7b87b7
type: fact
source_id: b971dd91-2d98-4ff5-8ae1-27665f812c16
source_type: chunk
created_at: 2026-02-27T15:23:23.924Z
updated_at: 2026-02-27T15:23:23.924Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T15:23:37.708Z
content_hash: 9477e4181c53e69321461e3905c3f01cfec8edc4e3cbc33285bf8d721344bb0c
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The session involved reading the implementation files to understand architecture and provide technical feedback. Build artifacts were properly ignored in .gitignore.

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  the session involved reading the implementation files to understand architecture and provide technical feedback. build artifacts were properly ignored in .gitignore


id: c4a2b079-1333-447a-a523-5341103d983f
type: decision
source_type: session_end
tags: memory-config,defaults,configuration
created_at: 2026-02-27T15:25:56.320Z
updated_at: 2026-02-27T15:25:56.320Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
last_accessed: 2026-02-27T16:12:43.715Z
extraction_status: none
content:
  Signet's DEFAULT_PIPELINE_V2 in packages/daemon/src/memory-config.ts needs to enable: pipeline (enabled: true), graph.enabled: true, reranker.enabled: true, autonomous (enabled: true, allowUpdateDelete: true, maintenanceMode: 'execute')


id: 8029c59a-00fc-42cd-89e7-d885299059e9
type: issue
source_type: session_end
tags: memory-config,boolean-resolution,migration
created_at: 2026-02-27T15:25:56.320Z
updated_at: 2026-02-27T15:25:56.320Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
last_accessed: 2026-02-27T16:12:43.715Z
extraction_status: none
content:
  The loadPipelineConfig function in packages/daemon/src/memory-config.ts uses `=== true` checks which hardcodes absent booleans to false, ignoring the default constant. Must change to `typeof raw.xxx === 'boolean'` pattern to respect absence.


id: ab07e598-8ec5-4913-bcef-801474921ae8
type: decision
source_type: session_end
tags: memory-config,refactoring,helper-function
created_at: 2026-02-27T15:25:56.320Z
updated_at: 2026-02-27T15:25:56.320Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
last_accessed: 2026-03-04T01:40:31.768Z
extraction_status: none
content:
  A helper function resolveBool(nested, flat, fallback) should be added to packages/daemon/src/memory-config.ts to handle three-tier resolution: check nested config, fall back to flat legacy key, then use default constant.


id: ab4e214e-ca50-44e0-bdf3-6bfaff6c5bc1
type: decision
source_type: session_end
tags: daemon,extraction-provider,auto-detection
created_at: 2026-02-27T15:25:56.320Z
updated_at: 2026-02-27T15:25:56.320Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
last_accessed: 2026-02-27T16:12:43.715Z
extraction_status: none
content:
  packages/daemon/src/daemon.ts needs runtime auto-detection of extraction provider: check if 'claude' CLI is available first (use ClaudeCode.available() pattern from provider.ts), then opencode, fall back to ollama with warning log.


id: 0e323639-4498-4a28-9df5-febcb4484e49
type: decision
source_type: session_end
tags: cli,setup-wizard,extraction-provider
created_at: 2026-02-27T15:25:56.320Z
updated_at: 2026-02-27T15:25:56.320Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
last_accessed: 2026-02-27T16:12:43.715Z
extraction_status: none
content:
  packages/cli/src/cli.ts setup wizard should auto-detect available extraction providers (claude, opencode) before presenting selection, suggesting detected provider as default.


id: 61bf6677-9ed2-4d33-9cff-73f29d78f6e7
type: decision
source_type: session_end
tags: cli,setup-wizard,configuration-writing
created_at: 2026-02-27T15:25:56.320Z
updated_at: 2026-02-27T15:25:56.320Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
last_accessed: 2026-02-27T16:12:43.715Z
extraction_status: none
content:
  packages/cli/src/cli.ts setup wizard should write complete nested pipelineV2 config object when extraction provider is selected, not minimal flat format, to ensure graph/reranker/autonomous features are enabled.


id: db2f6485-546c-409a-8540-9142b99e8386
type: decision
source_type: session_end
tags: cli,templates,documentation
created_at: 2026-02-27T15:25:56.320Z
updated_at: 2026-02-27T15:25:56.320Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
last_accessed: 2026-02-27T15:50:08.310Z
extraction_status: none
content:
  packages/cli/templates/agent.yaml.template needs full documented pipelineV2 section with all options, including new defaults and rehearsal_enabled flag under search block.


id: fe329f14-05f9-4920-bf84-a367dfe5312d
type: rule
source_type: session_end
tags: memory-config,backward-compatibility,migration
created_at: 2026-02-27T15:25:56.320Z
updated_at: 2026-02-27T15:25:56.320Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: d2c95d3a-6765-4160-b13c-14776669ea71
last_accessed: 2026-02-27T16:12:43.715Z
extraction_status: none
content:
  User-explicit config values must be preserved: if user has `enabled: false` in YAML, the typeof check catches it as boolean and respects the choice. Only truly absent keys receive new defaults.


id: c478c1e8-329b-47e0-a27c-402e0299fb87
type: rule
source_id: openclaw:2026-02-27-implementing-default-configuration-fixes:b9afe24c77bb1694
source_type: openclaw-memory-log
created_at: 2026-02-27T15:25:56.326Z
updated_at: 2026-02-27T15:25:56.326Z
updated_by: openclaw-memory
vector_clock: {}
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why: explicit
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extraction_status: completed
embedding_model: nomic-embed-text
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content:
  ## Implementing Default Configuration Fixes Session began with a detailed implementation plan to fix Signet's ship defaults. The project currently ships with core features disabled (pipeline, graph, reranker, autonomous maintenance), leaving new users with a hollow product. Existing users who never explicitly configured these values are also running suboptimal defaults due to boolean resolution logic that hardcodes absent values to `false`.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-implementing-default-configuration-fixes,hierarchical-section

normalized_content:
  ## implementing default configuration fixes session began with a detailed implementation plan to fix signet's ship defaults. the project currently ships with core features disabled (pipeline, graph, reranker, autonomous maintenance), leaving new users with a hollow product. existing users who never explicitly configured these values are also running suboptimal defaults due to boolean resolution logic that hardcodes absent values to `false`


id: 38eb28e9-9421-4677-a480-2c26d8df92e0
type: fact
source_id: 3d43fc81-f681-4636-8491-1080aad9a2ca
source_type: chunk
created_at: 2026-02-27T15:25:56.341Z
updated_at: 2026-02-27T15:25:56.341Z
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who: openclaw-memory
why: explicit
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Plan Overview The fix involves six coordinated changes across four files: 1. **memory-config.ts**: Update DEFAULT_PIPELINE_V2 constant to enable pipeline, graph, reranker, and autonomous features.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-implementing-default-configuration-fixes,hierarchical-section

normalized_content:
  ## plan overview the fix involves six coordinated changes across four files: 1. **memory-config.ts**: update default_pipeline_v2 constant to enable pipeline, graph, reranker, and autonomous features


id: 7b520d31-d8b8-4194-92e7-c7ee86f95327
type: fact
source_id: 3d43fc81-f681-4636-8491-1080aad9a2ca
source_type: chunk
created_at: 2026-02-27T15:25:56.341Z
updated_at: 2026-02-27T15:25:56.341Z
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who: openclaw-memory
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Modify loadPipelineConfig to use `typeof` checks instead of `=== true` comparisons, respecting absent values and falling back to defaults while preserving explicit user choices. 2.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-implementing-default-configuration-fixes,hierarchical-section

normalized_content:
  modify loadpipelineconfig to use `typeof` checks instead of `=== true` comparisons, respecting absent values and falling back to defaults while preserving explicit user choices. 2


id: c8f79a70-34d3-482f-a338-de9aac6c0667
type: procedural
source_id: 3d43fc81-f681-4636-8491-1080aad9a2ca
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created_at: 2026-02-27T15:25:56.341Z
updated_at: 2026-02-27T15:28:12.551Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 78253c95e30e17fb5d5ad99bd7e009e5c2cd49cd2c0074960a08f33fca101d9e
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  If claude CLI is unavailable, the extraction provider selection falls back to opencode as the second option

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  if claude cli is unavailable, the extraction provider selection falls back to opencode as the second option


id: 3f02e91e-47b2-48ce-8151-6d454de684d9
type: fact
source_id: 3d43fc81-f681-4636-8491-1080aad9a2ca
source_type: chunk
created_at: 2026-02-27T15:25:56.341Z
updated_at: 2026-02-27T15:25:56.341Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
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content_hash: 5bfc1e13d5f44a37ea2f756b07cd47a965f15bd1cdb3bba7e2c00079690eda42
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **agent.yaml.template**: Add full documented pipelineV2 section with new defaults and document rehearsal_enabled option.

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  **agent.yaml.template**: add full documented pipelinev2 section with new defaults and document rehearsal_enabled option


id: 5f105883-9764-43c1-b3ac-7c689615fe91
type: procedural
source_id: openclaw:2026-02-27-implementing-default-configuration-fixes:c611da0de564bd82
source_type: openclaw-memory-log
created_at: 2026-02-27T15:25:56.385Z
updated_at: 2026-02-27T15:44:47.595Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 7553711a440d065329a253d57e3e4fe677448efade20f17ed7479a68cb14bb94
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Manual testing verifies that provider auto-detection works correctly within the three-tier resolution pattern

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  manual testing verifies that provider auto-detection works correctly within the three-tier resolution pattern


id: a26947c1-6202-463e-a774-5a50b37751a6
type: procedural
source_id: 752e1972-5972-424e-a13c-51279d7d3759
source_type: pipeline-v2
created_at: 2026-02-27T15:30:30.657Z
updated_at: 2026-02-27T15:30:30.657Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
content_hash: 7055815ecb238bcdc73c1d860844cf3b641d1020f9156d34686fa355e37bf668
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  For optional boolean configuration values, use the pattern `typeof raw.enabled === "boolean" ? raw.enabled : d.enabled` to explicitly check if a value is a boolean type, falling back to the default (d.enabled) only when the raw value is absent, null, or undefined

normalized_content:
  for optional boolean configuration values, use the pattern `typeof raw.enabled === "boolean" ? raw.enabled : d.enabled` to explicitly check if a value is a boolean type, falling back to the default (d.enabled) only when the raw value is absent, null, or undefined


id: f8d6d72c-7e8c-4f82-80d1-361b1d5d1378
type: procedural
source_id: 2182ff0c-bb01-4865-8675-ec0bfe7b87b7
source_type: pipeline-v2
created_at: 2026-02-27T15:37:41.470Z
updated_at: 2026-02-27T15:37:41.470Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
content_hash: fdc25470a4e61d69cd324aa59edfdc13a1fce094bd3f4f514a2ec2851ec23fc7
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The session workflow involves reading implementation files to understand codebase architecture and provide technical feedback

normalized_content:
  the session workflow involves reading implementation files to understand codebase architecture and provide technical feedback


id: 8a80ca68-09bf-4a7e-b7f7-f16d1b48cae1
type: fix
source_type: session_end
tags: predictor,rust,data-integrity,error-handling
created_at: 2026-02-27T15:50:25.983Z
updated_at: 2026-02-27T15:50:25.983Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 47c83c7b-b0ec-4c5b-b231-52cad9b79a44
last_accessed: 2026-02-27T16:24:14.976Z
extraction_status: none
content:
  packages/predictor/src/main.rs line 79-86: The candidate_features validation now explicitly rejects length mismatches instead of silently zero-filling, using the error pattern: 'candidate_ids and candidate_features length mismatch'


id: 4e68dbc6-2db9-4967-b19f-9bd8aa64c5f9
type: decision
source_type: session_end
tags: predictor,rust,validation-logic
created_at: 2026-02-27T15:50:25.983Z
updated_at: 2026-02-27T15:50:25.983Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 47c83c7b-b0ec-4c5b-b231-52cad9b79a44
last_accessed: 2026-02-27T16:24:14.976Z
extraction_status: none
content:
  The candidate_features fix handles three distinct cases: empty features (zero-fill), matching length (use provided), mismatched length (return error). This asymmetry is intentional—empty means 'not provided' while mismatch means 'provided incorrectly'


id: b960f60e-ac86-4b34-9ee0-48fcd5c66366
type: decision
source_id: 8d4b9b81-dee4-4a8a-bb5f-c81f5023c973
source_type: chunk
created_at: 2026-02-27T15:50:25.987Z
updated_at: 2026-02-27T15:51:50.041Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: bfc0c7ab06aa5e0be3b42b07a4c360d12879db65ae23eeeec06d2ac593bfbfd5
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Nicholai implemented a fix in packages/predictor/src/main.rs (line 79) to reject mismatched candidate_features

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-predictor-bug-fix-reject-mismatched-candidate-feat,hierarchical-section

normalized_content:
  nicholai implemented a fix in packages/predictor/src/main.rs (line 79) to reject mismatched candidate_features


id: 3b66ffde-f0e9-4c29-a6b5-2ab47a6ed525
type: rationale
source_id: 8d4b9b81-dee4-4a8a-bb5f-c81f5023c973
source_type: chunk
created_at: 2026-02-27T15:50:25.987Z
updated_at: 2026-02-27T20:35:13.609Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: d3dcd799ce838b4b1c8ac9f6f45a9d5e309fc5d2be956670e7453bc03dffa895
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The predictor was silently corrupting data when candidate_features were mismatched; the line 79 fix prevents this by rejecting mismatched values instead of accepting them

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-predictor-bug-fix-reject-mismatched-candidate-feat,hierarchical-section

normalized_content:
  the predictor was silently corrupting data when candidate_features were mismatched; the line 79 fix prevents this by rejecting mismatched values instead of accepting them


id: 8a898496-fb44-4750-8755-b28ba91bdf8c
type: fact
source_id: 8d4b9b81-dee4-4a8a-bb5f-c81f5023c973
source_type: chunk
created_at: 2026-02-27T15:50:25.987Z
updated_at: 2026-02-27T15:50:25.987Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 8c6bc9a270be67940667d3203e53032527eca15150e93f142055aecc934024fb
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  If `candidate_features` is empty → zero-fill (correct, feature not provided) 2. If length matches `candidate_ids` → use as-is (correct, provided correctly) 3.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-predictor-bug-fix-reject-mismatched-candidate-feat,hierarchical-section

normalized_content:
  if `candidate_features` is empty → zero-fill (correct, feature not provided) 2. if length matches `candidate_ids` → use as-is (correct, provided correctly) 3


id: c05034bf-775c-453b-b3f9-f49009710d10
type: fact
source_id: 8d4b9b81-dee4-4a8a-bb5f-c81f5023c973
source_type: chunk
created_at: 2026-02-27T15:50:25.987Z
updated_at: 2026-02-27T15:50:25.987Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: eb9feb8367a8f78f51a76b2036cb548226c46ea2b33337287661cb3ca72bb81c
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  If provided but length mismatches → return explicit error (fixed from silent zero-fill) This brings consistency with how `candidate_embeddings` and `candidate_texts` already handle the same scenario (returning explicit length-mismatch errors).

tags:
[cell repeats an earlier one in this file: 113 characters]

normalized_content:
  if provided but length mismatches → return explicit error (fixed from silent zero-fill) this brings consistency with how `candidate_embeddings` and `candidate_texts` already handle the same scenario (returning explicit length-mismatch errors)


id: ccdd0441-ea33-4604-889d-8090caceaa2d
type: fact
source_id: 8d4b9b81-dee4-4a8a-bb5f-c81f5023c973
source_type: chunk
created_at: 2026-02-27T15:50:25.987Z
updated_at: 2026-02-27T15:50:25.987Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: bb55d803ca47a24fcb128fa904f38c676bb482a60c31a530fe459c2904fab368
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The change was applied via Edit tool and preserves the empty-features fallback behavior while fixing the dangerous silent-corruption case.

tags:
[cell repeats an earlier one in this file: 113 characters]

normalized_content:
  the change was applied via edit tool and preserves the empty-features fallback behavior while fixing the dangerous silent-corruption case


id: e8b9b105-5b38-4be8-94d0-899c2dfeaaa7
type: decision
source_type: session_end
tags: onboarding,skill,structure
created_at: 2026-02-27T16:12:59.144Z
updated_at: 2026-02-27T16:12:59.144Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T16:24:14.976Z
extraction_status: none
content:
  Onboarding skill requires 6-step outline presented upfront before questions begin, with step indicators at each phase transition (Step N of 6 — Name format) to provide structural clarity currently missing


id: 5be90f48-c52f-4ee2-a6bf-30ea73eed348
type: decision
source_type: session_end
tags: remember,skill,memory,pipeline
created_at: 2026-02-27T16:12:59.144Z
updated_at: 2026-02-27T16:12:59.144Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T16:24:14.976Z
extraction_status: none
content:
  Remember skill should be hidden from users (user_invocable: false) because automatic memory pipeline handles capture and manual /remember saves distort importance scoring (default 0.8 vs pipeline ~0.5-0.7)


id: cee5513d-5c32-418b-a15d-cca88c16d8b7
type: decision
source_type: session_end
tags: recall,skill,memory
created_at: 2026-02-27T16:12:59.144Z
updated_at: 2026-02-27T16:12:59.144Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T16:24:14.976Z
extraction_status: none
content:
  Recall skill needs disclaimer section explaining automatic memory injection at session start and listing when /recall is actually useful (targeted searches, debugging, old decisions) vs when it's not needed


id: b4962ee4-ec65-40b1-846f-e17f2f7de70b
type: decision
source_type: session_end
tags: templates,timezone,onboarding
created_at: 2026-02-27T16:12:59.144Z
updated_at: 2026-02-27T16:12:59.144Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T16:24:14.976Z
extraction_status: none
content:
  Timezone field should be removed from both USER.md.template (line 13) and AGENTS.md.template (line 60) to eliminate redundant timezone collection in onboarding Phase 3


id: 0b7ca0c1-5590-40f0-921b-5812a62e04f6
type: decision
source_type: session_end
tags: onboarding,skill,persona,security
created_at: 2026-02-27T16:12:59.144Z
updated_at: 2026-02-27T16:12:59.144Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T16:24:14.976Z
extraction_status: none
content:
  Onboarding guiding voice section should frame tone as style guidance ("adopt a warm, patient tone") not roleplay character sheet to avoid triggering host agent prompt injection warnings while delivering warm, patient, refined persona


id: dcd50aa4-813c-4fdb-8c3d-b34e1f766738
type: decision
source_type: session_end
tags: onboarding,quick-mode,memory
created_at: 2026-02-27T16:12:59.144Z
updated_at: 2026-02-27T16:12:59.144Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T16:24:14.976Z
extraction_status: none
content:
  Onboarding quick mode updated to change "one thing to remember about you" question to "one rule your agent should always follow", writing to AGENTS.md instead of encouraging manual memory saves


id: d4ddd92f-a305-4d53-b9a7-e72d099b4a89
type: decision
source_type: session_end
tags: onboarding,skill,frontmatter,safety
created_at: 2026-02-27T16:12:59.144Z
updated_at: 2026-02-27T16:12:59.144Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-03-04T07:00:10.479Z
extraction_status: none
content:
  Onboarding skill frontmatter should explicitly scope what the skill does (writes to ~/.agents/ config, no external APIs, no data transmission, no arbitrary code execution) and does not do, as transparency for host agent safety heuristics


id: 0825ca34-d99b-4579-bb9c-2fc799e3fa74
type: decision
source_type: session_end
tags: onboarding,skill,ux
created_at: 2026-02-27T16:12:59.144Z
updated_at: 2026-02-27T16:12:59.144Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
extraction_status: none
content:
  Phase transitions in onboarding skill need brief relaxation cues ("we can revisit anytime", "evolves naturally") to reassure users throughout the process without rushing


id: b4638c41-c296-4346-a65c-7ec23a083905
type: decision
source_type: session_end
tags: onboarding,skill,surfaces
created_at: 2026-02-27T16:12:59.144Z
updated_at: 2026-02-27T16:12:59.144Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
extraction_status: none
content:
  Onboarding skill requires new "Surface Compatibility" section documenting Terminal (primary), Dashboard (future setup page), and Discord surfaces, noting that Dashboard will invoke same skill when setup page ships


id: d0d7afd3-35e8-4d61-8527-18023a631dbf
type: decision
source_type: session_end
tags: onboarding,implementation,process
created_at: 2026-02-27T16:12:59.144Z
updated_at: 2026-02-27T16:12:59.144Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
extraction_status: none
content:
  Implementation order for onboarding overhaul is: templates first (low-risk one-liners), then remember/recall skills (additive disclaimers), then main onboarding skill rewrite (self-contained single commit)


id: d704f43f-caee-4fa9-8e07-31f4eaa1645f
type: fact
source_id: 8edb9a06-4e0a-4da4-819b-ac72f87e6cef
source_type: chunk
created_at: 2026-02-27T16:12:59.151Z
updated_at: 2026-02-27T16:12:59.151Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 48ebb02fca60ebd981fe68a0b27ec7595cdf768e222e315c1f1eb3abd19b8146
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Onboarding Overhaul Plan (Roadmap 2.1-2.4) Nicholai received and reviewed a comprehensive plan for the next priority tier of Signet development.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-onboarding-overhaul-plan-roadmap-2-1-2-4,hierarchical-section

normalized_content:
  ## onboarding overhaul plan (roadmap 2.1-2.4) nicholai received and reviewed a comprehensive plan for the next priority tier of signet development


id: 401f623a-8a44-446f-9ee0-776a65a3ce31
type: decision
source_id: 8edb9a06-4e0a-4da4-819b-ac72f87e6cef
source_type: chunk
created_at: 2026-02-27T16:12:59.151Z
updated_at: 2026-02-27T16:15:48.347Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: c52345dddb23360b7907335f78430c298d124ca627c3dc3fdafa71b3a5bdad38
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The onboarding overhaul clarifies the relationship between manual memory saves (/remember and /recall commands) and the automatic memory pipeline

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-onboarding-overhaul-plan-roadmap-2-1-2-4,hierarchical-section

normalized_content:
  the onboarding overhaul clarifies the relationship between manual memory saves (/remember and /recall commands) and the automatic memory pipeline


id: fc0f4a84-4134-4f9d-9bfc-4a86ec4dc994
type: fact
source_id: 8edb9a06-4e0a-4da4-819b-ac72f87e6cef
source_type: chunk
created_at: 2026-02-27T16:12:59.151Z
updated_at: 2026-02-27T16:12:59.151Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 0acf8d2d96a7cefd18c4621feb910e5b7291dac3d4e2823a3ac126151545fc28
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The plan targets four key problems: current onboarding lacks structure and guidance, the /remember and /recall skills mislead users into manual workflows that duplicate the automatic pipeline, and timezone is redundantly requested in both templates and onboarding Phase 3.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-onboarding-overhaul-plan-roadmap-2-1-2-4,hierarchical-section

normalized_content:
  the plan targets four key problems: current onboarding lacks structure and guidance, the /remember and /recall skills mislead users into manual workflows that duplicate the automatic pipeline, and timezone is redundantly requested in both templates and onboarding phase 3


id: f1fded13-e680-4854-860e-1d69414ed85d
type: rationale
source_id: 8edb9a06-4e0a-4da4-819b-ac72f87e6cef
source_type: chunk
created_at: 2026-02-27T16:12:59.151Z
updated_at: 2026-02-27T20:24:14.915Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: fc6b9577ded9c6a92047e88826502b156788eced2c6f08c5d57e0b02d9c332f8
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Manual saves to the remember skill distort the automatic importance scoring system that determines which facts are prioritized and injected into sessions

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  manual saves to the remember skill distort the automatic importance scoring system that determines which facts are prioritized and injected into sessions


id: 1431d8d4-818d-4fcf-829a-1354400bb090
type: procedural
source_id: 8edb9a06-4e0a-4da4-819b-ac72f87e6cef
source_type: chunk
created_at: 2026-02-27T16:12:59.151Z
updated_at: 2026-02-27T16:20:24.455Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 4b63e2ef52f8f62d9b6dbeac6f30613eb4d49133cc96fea71dbe34048b21f26a
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Implementation order established: templates first (low-risk), then skills (additive disclaimers), then main onboarding rewrite

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  implementation order established: templates first (low-risk), then skills (additive disclaimers), then main onboarding rewrite


id: 1bf1a171-3297-4d53-9395-18d4e3229ba5
type: fact
source_id: 8edb9a06-4e0a-4da4-819b-ac72f87e6cef
source_type: chunk
created_at: 2026-02-27T16:12:59.151Z
updated_at: 2026-02-27T16:12:59.151Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 800c25e54766c22c065531fccdf3343dfbd8c53cd43b3f792750ce6e867394e8
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Verification includes rebuild, skill sync check, and interactive testing of all three skills for prompt injection warnings, outline visibility, step indicators, and timezone removal.

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  verification includes rebuild, skill sync check, and interactive testing of all three skills for prompt injection warnings, outline visibility, step indicators, and timezone removal


id: 137d61d6-ff0b-4a62-be2b-f5edcf2427fe
type: semantic
source_id: 8edb9a06-4e0a-4da4-819b-ac72f87e6cef
source_type: chunk
created_at: 2026-02-27T16:12:59.151Z
updated_at: 2026-02-27T20:33:05.140Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 2d33e20ac65b33a5bc08974ae6c2a605d7ec0e26da29be54ff69db4733cf8ca1
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The completed roadmap items (defaults, npm gate, hook isolation, non-interactive CLI) were marked as 'on fire', indicating high-priority status

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  the completed roadmap items (defaults, npm gate, hook isolation, non-interactive cli) were marked as 'on fire', indicating high-priority status


id: 90be11d9-e477-4b3e-b1bb-21ff577c40a5
type: rationale
source_id: 1431d8d4-818d-4fcf-829a-1354400bb090
source_type: pipeline-v2
created_at: 2026-02-27T16:20:24.458Z
updated_at: 2026-02-27T20:32:02.979Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-27T16:51:13.508Z
content_hash: 5e6b76c3baf0ed4e2fe238b259c9c89d8047dfcccd572f22a3a254c48bbcd660
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The phased implementation order (templates → skills → onboarding rewrite) was chosen to sequence low-risk changes first, allowing higher-risk changes (main onboarding rewrite) to follow after foundational work is complete

normalized_content:
  the phased implementation order (templates → skills → onboarding rewrite) was chosen to sequence low-risk changes first, allowing higher-risk changes (main onboarding rewrite) to follow after foundational work is complete


id: 9a8d48c1-28d5-4217-80bd-5022fbbc034d
type: decision
source_type: session_end
tags: onboarding,user-profile
created_at: 2026-02-27T16:24:37.792Z
updated_at: 2026-02-27T16:24:37.792Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T17:46:43.981Z
extraction_status: none
content:
  The Signet onboarding skill should remove timezone questions from Phase 3 (User Profile), as timezone is redundant and clutters the interview.


id: 8a728394-aa0a-497a-be90-3968a91f43cb
type: decision
source_type: session_end
tags: remember-skill,memory-pipeline
created_at: 2026-02-27T16:24:37.792Z
updated_at: 2026-02-27T16:24:37.792Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T17:46:43.981Z
extraction_status: none
content:
  Signet's remember skill should be hidden from users (user_invocable: false) because manual memory saves distort importance scoring (0.8 default vs ~0.5-0.7 for pipeline) and duplicate the automatic extraction pipeline.


id: 983c6e52-f4bf-4765-86ca-c9ed143c42a7
type: decision
source_type: session_end
tags: onboarding,transparency,safety
created_at: 2026-02-27T16:24:37.792Z
updated_at: 2026-02-27T16:24:37.792Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-03-04T07:00:10.479Z
extraction_status: none
content:
  The Signet onboarding skill should include a transparent "What This Skill Does" section declaring that it writes to ~/.agents/ config files, does not access external APIs, does not send data anywhere, and does not execute arbitrary code.


id: 4b0382f5-6922-42e5-8d43-79280d232881
type: decision
source_type: session_end
tags: onboarding,persona,safety
created_at: 2026-02-27T16:24:37.792Z
updated_at: 2026-02-27T16:24:37.792Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T17:46:43.981Z
extraction_status: none
content:
  Signet onboarding skill persona guidance should use tone guidance language ("adopt a warm, patient tone") rather than character roleplay ("you are the Signet daemon") to avoid triggering host agent safety warnings about prompt injection.


id: 69e57f03-00db-4803-b06a-c7d0d97564b4
type: decision
source_type: session_end
tags: onboarding,ux,structure
created_at: 2026-02-27T16:24:37.792Z
updated_at: 2026-02-27T16:24:37.792Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T17:46:43.981Z
extraction_status: none
content:
  The Signet onboarding skill should present a complete 6-step outline before asking any questions, with step indicators at each phase transition and explicit timing (~5-10 minutes total).


id: 62201136-be76-4504-906a-df2495d59f1a
type: decision
source_type: session_end
tags: recall-skill,memory-injection
created_at: 2026-02-27T16:24:37.792Z
updated_at: 2026-02-27T16:24:37.792Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T17:46:43.981Z
extraction_status: none
content:
  Signet recall skill should include a disclaimer explaining that relevant memories are automatically injected at session start via MEMORY.md, and that /recall is for targeted searches, old decisions, and debugging beyond current context.


id: 7ae982dc-00a3-40a1-94a7-f1686006f5b7
type: decision
source_type: session_end
tags: onboarding,quick-mode
created_at: 2026-02-27T16:24:37.792Z
updated_at: 2026-02-27T16:24:37.792Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T17:46:43.981Z
extraction_status: none
content:
  Signet onboarding quick mode should prompt "one rule your agent should always follow" (written to AGENTS.md) rather than memory capture, to avoid feeding the manual memory problem.


id: 2179cfbe-8236-4005-9a18-da323232025a
type: fact
source_type: session_end
tags: templates,timezone
created_at: 2026-02-27T16:24:37.792Z
updated_at: 2026-02-27T16:24:37.792Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T17:46:43.981Z
extraction_status: none
content:
  Timezone fields should be removed from both USER.md.template (line 13) and AGENTS.md.template (line 60) as part of the onboarding cleanup.


id: 06b552b5-debd-4607-9e68-a0f2a5e3ef9e
type: decision
source_type: session_end
tags: onboarding,ux,voice
created_at: 2026-02-27T16:24:37.792Z
updated_at: 2026-02-27T16:24:37.792Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-02-27T17:46:43.981Z
extraction_status: none
content:
  Signet onboarding skill should add relaxation cues at the end of each phase (e.g., "we can revisit this anytime", "this evolves naturally") to reassure users nothing is permanent.


id: 5612b7d7-7423-44a9-9a21-50458f199bd7
type: fact
source_id: openclaw:2026-02-27-onboarding-overhaul-implementation-planning:cb46e755fba55aae
source_type: openclaw-memory-log
created_at: 2026-02-27T16:24:37.799Z
updated_at: 2026-02-27T16:24:37.799Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: db0c86a54394c5a1ba38d724035cd5e5cc17b49bce766c75dd340d9b4cc007b0
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Onboarding Overhaul Implementation Planning Nicholai began session to implement the onboarding overhaul (roadmap sections 2.1-2.4), the next priority tier after completing four "on fire" items (defaults, npm gate, hook isolation, non-interactive CLI).

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-onboarding-overhaul-implementation-planning,hierarchical-section

normalized_content:
  ## onboarding overhaul implementation planning nicholai began session to implement the onboarding overhaul (roadmap sections 2.1-2.4), the next priority tier after completing four "on fire" items (defaults, npm gate, hook isolation, non-interactive cli)


id: a3c35feb-e22f-40d1-af47-817c3365a8e2
type: issue
source_id: openclaw:2026-02-27-onboarding-overhaul-implementation-planning:46718680e9e690a5
source_type: openclaw-memory-log
created_at: 2026-02-27T16:24:38.431Z
updated_at: 2026-02-27T16:24:38.431Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 85311bccae3d1b539d18ee6446bf8e683160ecf5da63cc6dc89ea739b0571968
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ### Problem Context The current `/onboarding` skill works but suffers from structural issues: no step indicators, no upfront outline, redundant timezone questions, and misleading guidance about manual memory workflows. The `remember` and `recall` skills encourage users to manually capture memories, which duplicates the automatic pipeline and distorts importance scoring.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-onboarding-overhaul-implementation-planning,hierarchical-section

normalized_content:
  ### problem context the current `/onboarding` skill works but suffers from structural issues: no step indicators, no upfront outline, redundant timezone questions, and misleading guidance about manual memory workflows. the `remember` and `recall` skills encourage users to manually capture memories, which duplicates the automatic pipeline and distorts importance scoring


id: 0adbf04e-727c-44e8-9ec1-870228a73c3b
type: fact
source_id: d2f921ff-62aa-4e6b-9a20-768f6fef0c45
source_type: chunk
created_at: 2026-02-27T16:24:38.453Z
updated_at: 2026-02-27T16:24:38.453Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T16:51:13.508Z
content_hash: ff4e9bd92cca457701e851193e38b6c3f2603147335c9977de417f9bf6103edd
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **SKILL.md (onboarding)** — Major structural rewrite with new sections: - Expanded frontmatter describing scope (what it does/doesn't do) - "What This Skill Does" transparency section - "Guiding Voice" tone guide (warm, patient, refined; emphasizes "we" language; avoids roleplay to prevent

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  **skill.md (onboarding)** — major structural rewrite with new sections: - expanded frontmatter describing scope (what it does/doesn't do) - "what this skill does" transparency section - "guiding voice" tone guide (warm, patient, refined; emphasizes "we" language; avoids roleplay to prevent


id: 80fe86bc-ebee-45c6-a2f5-3c3cd4758bef
type: fact
source_id: d2f921ff-62aa-4e6b-9a20-768f6fef0c45
source_type: chunk
created_at: 2026-02-27T16:24:38.453Z
updated_at: 2026-02-27T16:24:38.453Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T16:51:13.508Z
content_hash: 3039e219140192845632937c8159cede9406fc2f2b2302b8adc952dd8e7355ae
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  prompt injection warnings) - "Starting the Interview" section with full 6-step outline before questions - Step indicators at each phase transition - Relaxation cues at phase ends ("we can revisit anytime") - Removed timezone question from Phase 3 - Updated Quick Mode to write "one rul

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  prompt injection warnings) - "starting the interview" section with full 6-step outline before questions - step indicators at each phase transition - relaxation cues at phase ends ("we can revisit anytime") - removed timezone question from phase 3 - updated quick mode to write "one rul


id: 7b5ea1d0-bc8c-418f-843c-3fdfb720e0fc
type: rationale
source_id: d2f921ff-62aa-4e6b-9a20-768f6fef0c45
source_type: chunk
created_at: 2026-02-27T16:24:38.453Z
updated_at: 2026-02-27T16:33:48.590Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 83491853dfe85b06907f782c3669531f0a66b5d5fdd5d8885b307e0fe09a8c3c
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The rationale for disabling `user_invocable` on Remember skill is to avoid doubling token costs from automatic hook-based memory capture that runs in the background

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  the rationale for disabling `user_invocable` on remember skill is to avoid doubling token costs from automatic hook-based memory capture that runs in the background


id: f4db8634-5659-4b25-a9cb-b8e45d550960
type: issue
source_id: d2f921ff-62aa-4e6b-9a20-768f6fef0c45
source_type: chunk
created_at: 2026-02-27T16:24:38.453Z
updated_at: 2026-02-27T16:24:38.453Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 26bdf0b77ae66e885bd3beec20884a36627d4bdce4394e032bfed32effa18047
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Recall skill** — Add disclaimer section explaining automatic injection at session start and when manual recall is appropriate (targeted searches, old decisions, debugging) 4. **USER.md.template** — Remove timezone from line 13 5. **AGENTS.md.template** — Remove timezone from line 60

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  **recall skill** — add disclaimer section explaining automatic injection at session start and when manual recall is appropriate (targeted searches, old decisions, debugging) 4. **user.md.template** — remove timezone from line 13 5. **agents.md.template** — remove timezone from line 60


id: 590c9616-21e3-40d8-8d66-88ac9ee83597
type: semantic
source_id: openclaw:2026-02-27-onboarding-overhaul-implementation-planning:99bd80315e4feaa1
source_type: openclaw-memory-log
created_at: 2026-02-27T16:24:38.569Z
updated_at: 2026-02-27T16:30:22.662Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T16:51:13.508Z
content_hash: 6f3dc6d628414e381b38f2d0572a3b9057034cae4842f3efe779e30e333e8eec
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The onboarding skill's 'Guiding Voice' tone guide emphasizes warm, patient, and refined communication style

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  the onboarding skill's 'guiding voice' tone guide emphasizes warm, patient, and refined communication style


id: a4b0844a-242f-4597-b329-0dea53105ee8
type: preference
source_id: 0adbf04e-727c-44e8-9ec1-870228a73c3b
source_type: pipeline-v2
created_at: 2026-02-27T16:30:22.664Z
updated_at: 2026-02-27T16:30:22.664Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-27T16:51:13.508Z
content_hash: 2e511387755c1460d9da374dc8a90d478ce105e2bf81798106624a4744d40004
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The onboarding skill's 'Guiding Voice' emphasizes 'we' language to create collaborative rapport with users

normalized_content:
  the onboarding skill's 'guiding voice' emphasizes 'we' language to create collaborative rapport with users


id: 70d87c36-4f14-4917-8fdb-c79947029419
type: decision
source_id: 0adbf04e-727c-44e8-9ec1-870228a73c3b
source_type: pipeline-v2
created_at: 2026-02-27T16:30:22.665Z
updated_at: 2026-02-27T20:29:38.589Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-27T16:51:13.508Z
content_hash: 2be801cc0950e146b657267cff6aff04b8ddbfe822b72386194b72dff5469311
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The onboarding skill's guiding voice uses a warm and patient tone, intentionally framed as style guidance rather than roleplay

normalized_content:
  the onboarding skill's guiding voice uses a warm and patient tone, intentionally framed as style guidance rather than roleplay


id: 34cc6dd5-39b3-4cfc-8d0b-36157047b317
type: fact
source_id: openclaw:2026-02-27-tailnet-connectivity-setup-request:0bbc09e8cb9afb63
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-tailnet-connectivity-setup-request,hierarchical-section
created_at: 2026-02-27T16:58:13.048Z
updated_at: 2026-02-27T16:58:13.048Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: b4583cdfd5f87449fb711da280a6ad574b4bc860cf64462fb84ad47b19080db4
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Tailnet Connectivity Setup Request User requested assistance with connecting to their Tailnet for remote work at a coffee shop. Session initiated with user query and screenshot attachment, but no implementation work was completed. This appears to be the opening of a session where technical setup or troubleshooting for Tailscale connectivity was needed.

normalized_content:
  ## tailnet connectivity setup request user requested assistance with connecting to their tailnet for remote work at a coffee shop. session initiated with user query and screenshot attachment, but no implementation work was completed. this appears to be the opening of a session where technical setup or troubleshooting for tailscale connectivity was needed


id: 423740f0-a713-4c01-8e25-f5d7347ac632
type: fact
source_id: openclaw:2026-02-27-session-start:fea7693242b7cef2
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-session-start,hierarchical-section
created_at: 2026-02-27T17:46:24.430Z
updated_at: 2026-02-27T17:46:24.430Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 98d080b202138fc4e766546adb008c19dd5f92cdeb8627a84b1b6971f9481df2
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Session Start Session initialized via Signet hook system. No substantial work performed—this was a session startup event for the signetai monorepo in Claude Code. The project context was loaded and ready for work.

normalized_content:
  ## session start session initialized via signet hook system. no substantial work performed—this was a session startup event for the signetai monorepo in claude code. the project context was loaded and ready for work


id: a96df4ac-b527-4e57-b0ac-4bb5930a5b88
type: fact
source_type: session_end
tags: tray,tauri,system-tray,packages
created_at: 2026-02-27T17:47:05.097Z
updated_at: 2026-02-27T17:47:05.097Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: e553e2e5-7a52-4682-a32e-e499453555a7
last_accessed: 2026-02-27T17:53:06.411Z
extraction_status: none
content:
  Signet's tray implementation is built using Tauri, a cross-platform desktop framework that supports macOS, Linux, and Windows via both Rust and TypeScript layers in `packages/tray/`.


id: 370f4f36-5523-4d9a-84d8-f62a757a5e29
type: fact
source_type: session_end
tags: tray,architecture,tauri,packages
created_at: 2026-02-27T17:47:05.097Z
updated_at: 2026-02-27T17:47:05.097Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: e553e2e5-7a52-4682-a32e-e499453555a7
last_accessed: 2026-02-27T17:53:06.411Z
extraction_status: none
content:
  The tray package structure includes `src-tauri/` (Rust/platform code) and `src-ts/` (TypeScript), with platform-specific files like `platform/autostart.rs` for managing daemon autostart.


id: c36d1bab-081c-41ff-91ad-acd5959610b2
type: fact
source_type: session_end
tags: tray,documentation
created_at: 2026-02-27T17:47:05.097Z
updated_at: 2026-02-27T17:47:05.097Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: e553e2e5-7a52-4682-a32e-e499453555a7
last_accessed: 2026-02-27T17:53:06.411Z
extraction_status: none
content:
  Tray documentation is maintained at `docs/TRAY.md` which describes the system tray implementation design.


id: c824fe62-d27b-43cd-8e85-f40ea995ab35
type: preference
source_type: session_end
tags: preference,user-preference,linux,tray
created_at: 2026-02-27T17:47:05.097Z
updated_at: 2026-02-27T17:47:05.097Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: e553e2e5-7a52-4682-a32e-e499453555a7
last_accessed: 2026-02-27T17:53:06.411Z
extraction_status: none
content:
  Nicholai strongly desires system tray/menu bar functionality on Linux and is willing to invest in implementing it.


id: 27a76ca5-4acf-4043-96ed-7e2430663918
type: preference
source_id: 1c9e3442-9c22-4529-aa62-18b332a480de
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-system-tray-investigation-for-linux,hierarchical-section
created_at: 2026-02-27T17:47:05.102Z
updated_at: 2026-02-27T17:47:05.102Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T18:03:40.967Z
content_hash: b8b269010ef0cdfa409b4441baa8602c84cdfa61d5482c8c8724935a7c7f94aa
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## System Tray Investigation for Linux Nicholai requested Linux system tray/menu bar support for Signet, expressing strong preference for this feature. The assistant investigated the existing codebase to assess implementation effort.

normalized_content:
  ## system tray investigation for linux nicholai requested linux system tray/menu bar support for signet, expressing strong preference for this feature. the assistant investigated the existing codebase to assess implementation effort


id: 03b1276e-ed67-4ddb-9f2e-880cfee21264
type: fact
source_id: 1c9e3442-9c22-4529-aa62-18b332a480de
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-system-tray-investigation-for-linux,hierarchical-section
created_at: 2026-02-27T17:47:05.102Z
updated_at: 2026-02-27T17:47:05.102Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T18:03:40.967Z
content_hash: c3dd7a421103b176cabf5d1df237716791c961828027c1cf755c36d2c2b2a782
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Search revealed that Signet already has a `packages/tray/` package with Tauri-based implementation, including both Rust components (`src-tauri/src/`) and TypeScript components (`src-ts/`).

normalized_content:
  search revealed that signet already has a `packages/tray/` package with tauri-based implementation, including both rust components (`src-tauri/src/`) and typescript components (`src-ts/`)


id: 29a650dd-b416-44f6-92b9-a38198cf3033
type: fact
source_id: 1c9e3442-9c22-4529-aa62-18b332a480de
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-system-tray-investigation-for-linux,hierarchical-section
created_at: 2026-02-27T17:47:05.102Z
updated_at: 2026-02-27T17:47:05.102Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: aa1af18233a0e5f805e83737544cb5cd66d76ce12a541246566f2259aebc2af1
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The tray package includes platform-specific code (e.g., `platform/autostart.rs`), commands layer (`commands.rs`), menu definitions (`menu.ts`), and Tauri configuration (`tauri.conf.json`). Documentation exists at `docs/TRAY.md`.

normalized_content:
  the tray package includes platform-specific code (e.g., `platform/autostart.rs`), commands layer (`commands.rs`), menu definitions (`menu.ts`), and tauri configuration (`tauri.conf.json`). documentation exists at `docs/tray.md`


id: 694d90bb-6020-472f-8a46-b6099e6d9426
type: fact
source_id: 1c9e3442-9c22-4529-aa62-18b332a480de
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-system-tray-investigation-for-linux,hierarchical-section
created_at: 2026-02-27T17:47:05.102Z
updated_at: 2026-02-27T17:47:05.102Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 316c8ccb6f294536e7e619fc6ca77363110ddfdec5b226efa9d9e8a12bb94cb7
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The initial investigation was incomplete—assistant was gathering context on existing infrastructure to scope the Linux implementation work.

normalized_content:
  the initial investigation was incomplete—assistant was gathering context on existing infrastructure to scope the linux implementation work


id: 79755ad8-82e4-4cfe-a76a-edcffdbc4a1d
type: decision
source_type: session_end
tags: onboarding,skill-design,user-experience
created_at: 2026-02-27T17:47:52.325Z
updated_at: 2026-02-27T17:47:52.325Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/web
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-03-02T08:49:04.862Z
extraction_status: none
content:
  The onboarding skill requires structural rewrite with upfront 6-step outline, per-phase step indicators (Step N of 6), and brief relaxation cues at phase transitions to provide transparency and reduce perceived rush.


id: e9e1c13a-493a-4259-a33c-4a1b89f5f7dc
type: decision
source_type: session_end
tags: remember-skill,memory-pipeline,configuration
created_at: 2026-02-27T17:47:52.325Z
updated_at: 2026-02-27T17:47:52.325Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/web
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
extraction_status: none
content:
  The remember skill must be set user_invocable: false to hide it from users and prevent building hooks around manual memory saves that distort pipeline importance scoring (0.8 default vs pipeline ~0.5-0.7).


id: 2becc303-388f-4c54-8b8f-1b24c7381e59
type: decision
source_type: session_end
tags: recall-skill,automatic-injection,memory-pipeline
created_at: 2026-02-27T17:47:52.325Z
updated_at: 2026-02-27T17:47:52.325Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/web
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
last_accessed: 2026-03-04T00:54:48.950Z
extraction_status: none
content:
  The recall skill requires a new section 'When You Need This (And When You Don't)' explaining that memories are automatically injected at session start and MEMORY.md is regenerated periodically, making /recall appropriate only for targeted searches beyond current context.


id: f4e9485c-a376-4791-a2b6-fbc37f3eb684
type: decision
source_type: session_end
tags: templates,onboarding,configuration
created_at: 2026-02-27T17:47:52.325Z
updated_at: 2026-02-27T17:47:52.325Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/web
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
extraction_status: none
content:
  Timezone field must be removed from both USER.md.template (line 13) and AGENTS.md.template (line 60) to eliminate redundant timezone collection in onboarding Phase 3.


id: e0359ed6-b612-4ea9-9b86-63696f6a9af7
type: decision
source_type: session_end
tags: onboarding-skill,security,transparency
created_at: 2026-02-27T17:47:52.325Z
updated_at: 2026-02-27T17:47:52.325Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/web
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
extraction_status: none
content:
  Onboarding frontmatter description must expand to include explicit scope declaration (writes to ~/.agents/ config files, no external APIs, no data exfiltration, no arbitrary code execution) to satisfy host agent safety heuristics.


id: 722b56b5-7681-4e4e-bc8a-6da6f1de07c5
type: decision
source_type: session_end
tags: onboarding-skill,persona,prompt-safety
created_at: 2026-02-27T17:47:52.325Z
updated_at: 2026-02-27T17:47:52.325Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/web
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
extraction_status: none
content:
  New 'Guiding Voice' section in onboarding skill replaces 'Interview Philosophy' with tone guidance framed as style (warm, patient, refined, we-language) rather than roleplay to avoid prompt injection warnings while delivering 2.2 persona.


id: 91d3809f-73f4-42e1-9898-0672c4bc0077
type: decision
source_type: session_end
tags: remember-skill,memory-pipeline,documentation
created_at: 2026-02-27T17:47:52.325Z
updated_at: 2026-02-27T17:47:52.325Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/web
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
extraction_status: none
content:
  Remember skill body must include explanation of why it's hidden: automatic pipeline handles capture, manual saves distort scoring, hook-based remembering doubles token usage with zero benefit.


id: 0cbe8679-8030-42b8-8c57-ebe5c7c89911
type: decision
source_type: session_end
tags: onboarding-skill,quick-mode,memory-pipeline
created_at: 2026-02-27T17:47:52.325Z
updated_at: 2026-02-27T17:47:52.325Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/web
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
extraction_status: none
content:
  Quick mode in onboarding skill must be updated to change 'one thing to remember about you' to 'one rule your agent should always follow' (writes to AGENTS.md instead of feeding manual memory problem).


id: d6e22c03-cab3-4cd8-bc13-2784a82a8840
type: decision
source_type: session_end
tags: onboarding,implementation-plan,workflow
created_at: 2026-02-27T17:47:52.325Z
updated_at: 2026-02-27T17:47:52.325Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/web
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
extraction_status: none
content:
  Implementation order for onboarding overhaul: templates first (USER.md.template, AGENTS.md.template), then remember and recall skills (additive disclaimers), then full onboarding rewrite as single commit.


id: a187e59f-5e37-467d-8080-4bd2b72af9a4
type: decision
source_type: session_end
tags: onboarding-skill,testing,verification
created_at: 2026-02-27T17:47:52.325Z
updated_at: 2026-02-27T17:47:52.325Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai/web
session_id: ee931387-9ca7-4e4e-a146-b8da03d40790
extraction_status: none
content:
  Onboarding skill verification requires checking: no prompt injection warnings, outline before first question, step indicators at phases, timezone not asked, relaxation cues present, quick mode works with updated questions.


id: 119420e8-cdfc-446e-a5dd-1a840669ded9
type: fact
source_id: 5a794e1d-7914-4250-bfb4-67b044afc3cc
source_type: chunk
created_at: 2026-02-27T17:47:52.345Z
updated_at: 2026-02-27T17:47:52.345Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T18:03:40.967Z
content_hash: 2f8cf7decbd566fdcf00b6069088f835873a674e95e1f7bed77cf9e0a7e988c6
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Onboarding Overhaul Plan (Roadmap 2.1-2.4) Session started with presentation of a comprehensive implementation plan for the onboarding overhaul.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-onboarding-overhaul-plan-roadmap-2-1-2-4-2,hierarchical-section

normalized_content:
  ## onboarding overhaul plan (roadmap 2.1-2.4) session started with presentation of a comprehensive implementation plan for the onboarding overhaul


id: c8f662f6-7066-4d34-a30c-7ee7441461f1
type: issue
source_id: 5a794e1d-7914-4250-bfb4-67b044afc3cc
source_type: chunk
created_at: 2026-02-27T17:47:52.345Z
updated_at: 2026-02-27T17:47:52.345Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T18:03:40.967Z
content_hash: c850a847ed7e92bc7bc9725921efaf5f528aace786743c11f2f76d7aff7b9147
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  This initiative addresses four foundational onboarding issues: lack of structure (no step indicators or outline), missing persona guidance, redundant timezone questions, and misleading remember/recall skills that encourage manual workflows conflicting with the automatic memory pipeline.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-onboarding-overhaul-plan-roadmap-2-1-2-4-2,hierarchical-section

normalized_content:
  this initiative addresses four foundational onboarding issues: lack of structure (no step indicators or outline), missing persona guidance, redundant timezone questions, and misleading remember/recall skills that encourage manual workflows conflicting with the automatic memory pipeline


id: 86178630-969f-47e4-b29f-b0a10df68adc
type: fact
source_id: 5a794e1d-7914-4250-bfb4-67b044afc3cc
source_type: chunk
created_at: 2026-02-27T17:47:52.345Z
updated_at: 2026-02-27T17:47:52.345Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T18:03:40.967Z
content_hash: 67da8fb69abfbdf1242a1059950d7516264556519d85a53e821536724b576917
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The plan spans five files: three skill templates (onboarding, remember, recall) and two manifest templates (USER.md, AGENTS.md).

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-onboarding-overhaul-plan-roadmap-2-1-2-4-2,hierarchical-section

normalized_content:
  the plan spans five files: three skill templates (onboarding, remember, recall) and two manifest templates (user.md, agents.md)


id: 2023d90e-7d49-4f74-bf88-8cb34e7c2095
type: procedural
source_id: 5a794e1d-7914-4250-bfb4-67b044afc3cc
source_type: chunk
created_at: 2026-02-27T17:47:52.345Z
updated_at: 2026-02-27T17:56:34.330Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T18:03:40.967Z
content_hash: a9d9ea66d011cde3af7b7fe24f888d85e9621f1e1060a8b556039c03163d039b
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The rewritten onboarding skill includes brief relaxation cues inserted between phases to reduce cognitive load

tags:
[cell repeats an earlier one in this file: 105 characters]

normalized_content:
  the rewritten onboarding skill includes brief relaxation cues inserted between phases to reduce cognitive load


id: 01f5ff8c-818e-48cc-af24-5603ea1b0d06
type: fact
source_id: 5a794e1d-7914-4250-bfb4-67b044afc3cc
source_type: chunk
created_at: 2026-02-27T17:47:52.345Z
updated_at: 2026-02-27T17:47:52.345Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T18:03:40.967Z
content_hash: 2acc99fc388a702450c8ced1a15562bd11940c9dd1483f1d9bb8396ba89db4b9
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Both timezone references are removed from templates (USER.md line 13, AGENTS.md line 60). Implementation sequence specified: templates first (one-line deletions), remember and recall skills (additive disclaimers), then the full onboarding rewrite.

tags:
[cell repeats an earlier one in this file: 105 characters]

normalized_content:
  both timezone references are removed from templates (user.md line 13, agents.md line 60). implementation sequence specified: templates first (one-line deletions), remember and recall skills (additive disclaimers), then the full onboarding rewrite


id: bae124de-2bf8-48f4-87aa-7555e7781dbc
type: procedural
source_id: 694d90bb-6020-472f-8a46-b6099e6d9426
source_type: pipeline-v2
created_at: 2026-02-27T17:51:25.002Z
updated_at: 2026-02-27T17:51:25.002Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-27T18:03:40.967Z
content_hash: 0af1876414944d8ef44fed74e7ef67da5efec86d9411818e80eecac9585e0527
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The assistant was gathering context on existing infrastructure to scope the Linux implementation work

normalized_content:
  the assistant was gathering context on existing infrastructure to scope the linux implementation work


id: c1b94d70-5ac9-4402-bed4-b9ad276b0115
type: decision
source_type: session_end
tags: architecture,pm-kalshi,sqlite
created_at: 2026-02-27T18:10:00.642Z
updated_at: 2026-02-27T18:10:00.642Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: c47be1f5-ef13-4756-8935-ceb4553b41bc
extraction_status: none
content:
  DataFetcher in pm-kalshi now takes Arc<SqliteStore> in constructor to write trades to historical.db instead of CSV


id: aabd6e7e-6324-4e9a-81b3-5332b3af1ba8
type: fact
source_type: session_end
tags: pm-kalshi,sqlite,schema
created_at: 2026-02-27T18:10:00.642Z
updated_at: 2026-02-27T18:10:00.642Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: c47be1f5-ef13-4756-8935-ceb4553b41bc
extraction_status: none
content:
  Trade tuple format for insert_historical_trades_batch: (timestamp: String, ticker: String, price: String, volume: i64, side: String)


id: 573e0992-2ba6-41cc-ae99-5c1eaf79f5d9
type: fact
source_type: session_end
tags: pm-kalshi,data-conversion
created_at: 2026-02-27T18:10:00.642Z
updated_at: 2026-02-27T18:10:00.642Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: c47be1f5-ef13-4756-8935-ceb4553b41bc
last_accessed: 2026-03-02T07:07:13.909Z
extraction_status: none
content:
  Price conversion in DataFetcher: yes_price field is in cents (integer), must divide by 100.0 to convert to decimal string format


id: 60225d53-1112-48b2-9788-32d592b93d78
type: decision
source_type: session_end
tags: architecture,pm-kalshi,performance
created_at: 2026-02-27T18:10:00.642Z
updated_at: 2026-02-27T18:10:00.642Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: c47be1f5-ef13-4756-8935-ceb4553b41bc
last_accessed: 2026-03-02T07:08:11.563Z
extraction_status: none
content:
  AppState in pm-kalshi now includes historical_store field to share SqliteStore across all handlers and avoid reopening connection per backtest


id: 657e31ae-48fe-4da8-ae9b-91556f8978ce
type: decision
source_type: session_end
tags: pm-kalshi,refactoring
created_at: 2026-02-27T18:10:00.642Z
updated_at: 2026-02-27T18:10:00.642Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: c47be1f5-ef13-4756-8935-ceb4553b41bc
extraction_status: none
content:
  get_available_data() method in DataFetcher migrates from file-based checks (fetch_state_v2.json, trades.csv) to querying historical_trades table for count and timestamp bounds


id: 383b7e4b-f975-4fc1-9a7f-c14e850e42b8
type: decision
source_type: session_end
tags: pm-kalshi,cleanup
created_at: 2026-02-27T18:10:00.642Z
updated_at: 2026-02-27T18:10:00.642Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: c47be1f5-ef13-4756-8935-ceb4553b41bc
last_accessed: 2026-03-02T07:01:40.465Z
extraction_status: none
content:
  CSV file operations (output_path construction, write_header logic, append_trades_csv) are completely removed from DataFetcher in this refactor


id: 6243dd4b-5bb1-4e6e-b3b7-070fda47a69f
type: fact
source_type: session_end
tags: pm-kalshi,initialization
created_at: 2026-02-27T18:10:00.642Z
updated_at: 2026-02-27T18:10:00.642Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: c47be1f5-ef13-4756-8935-ceb4553b41bc
extraction_status: none
content:
  DataFetcher construction occurs in both main.rs and web/mod.rs (AppState builder) and both must be updated to create and pass Arc<SqliteStore> for historical.db


id: 4101b68d-20cc-4592-a281-03e87ea522c9
type: rationale
source_id: openclaw:2026-02-27-datafetcher-sqlite-migration-plan:d8e3107682efa9eb
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-datafetcher-sqlite-migration-plan,hierarchical-section
created_at: 2026-02-27T18:10:00.649Z
updated_at: 2026-02-27T18:12:56.108Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 0779c25153c701ef707f6a6fe0c79270283d6e317b368808f06b85b81931d700
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The architectural change moves trade data persistence from CSV files to a relational database accessed via SqliteStore, enabling batch operations and eliminating file I/O overhead

normalized_content:
  the architectural change moves trade data persistence from csv files to a relational database accessed via sqlitestore, enabling batch operations and eliminating file i/o overhead


id: 23e2592d-535a-43bb-9c68-f71863acba98
type: fact
source_id: 3c52d97c-5bbb-4bc7-966c-bbd9c2405cb8
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-datafetcher-sqlite-migration-plan,hierarchical-section
created_at: 2026-02-27T18:10:01.251Z
updated_at: 2026-02-27T18:10:01.251Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: dd0ba6015219dd9d8bbc7fd268d5c70b80ad05f572a481bd0db9d4d653d99db1
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Key Implementation Strategy The plan involves six coordinated changes: 1. Add `Arc<SqliteStore>` field to DataFetcher struct 2. Replace `append_trades_csv()` method with `insert_trades_batch()` that calls the store's batch insert method 3. Remove all CSV file operations from `fetch_range()` 4.

normalized_content:
  ## key implementation strategy the plan involves six coordinated changes: 1. add `arc<sqlitestore>` field to datafetcher struct 2. replace `append_trades_csv()` method with `insert_trades_batch()` that calls the store's batch insert method 3. remove all csv file operations from `fetch_range()` 4


id: c2cf64ca-e2c5-4b72-8293-63cb5ed2cedf
type: fact
source_id: 3c52d97c-5bbb-4bc7-966c-bbd9c2405cb8
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-datafetcher-sqlite-migration-plan,hierarchical-section
created_at: 2026-02-27T18:10:01.251Z
updated_at: 2026-02-27T18:10:01.251Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 7c3250e1bbc201e233a409cc9470e91965c7b08090a3a1e9017be654872b327a
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Update `get_available_data()` to query `historical_trades` table instead of scanning files 5. Update DataFetcher construction in AppState and main.rs to create and share a SqliteStore for historical.db 6.

normalized_content:
  update `get_available_data()` to query `historical_trades` table instead of scanning files 5. update datafetcher construction in appstate and main.rs to create and share a sqlitestore for historical.db 6


id: 8d54690a-2b70-4fee-92da-5928b6397f4b
type: rationale
source_id: 3c52d97c-5bbb-4bc7-966c-bbd9c2405cb8
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-datafetcher-sqlite-migration-plan,hierarchical-section
created_at: 2026-02-27T18:10:01.251Z
updated_at: 2026-02-27T20:39:32.219Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: da4d2a20f01bc0a4b7bbd2490e80af6a8549c8247b155b5d9165576ec3d88126
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Using a shared historical_store instead of per-request connections improves resource efficiency and reduces connection overhead in the backtest handler

normalized_content:
  using a shared historical_store instead of per-request connections improves resource efficiency and reduces connection overhead in the backtest handler


id: 83e1c490-7e02-4f1b-b5db-43c291309002
type: fact
source_id: openclaw:2026-02-27-datafetcher-sqlite-migration-plan:1f051605720a4419
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-datafetcher-sqlite-migration-plan,hierarchical-section
created_at: 2026-02-27T18:10:01.292Z
updated_at: 2026-02-27T18:10:01.292Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 1c178698a6e1ca79887dc1ca0f8db3b25e29f271f76eb081f12dd0795c25cf33
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Technical Details Captured - Trade tuple format: `(timestamp, ticker, price, volume, side)` as strings/i64 - Price conversion: yes_price is in cents (integer), divide by 100.0 for decimal format - Batch size: 10,000 trades per batch (reusing existing batch size constant) - SqliteStore API methods: `insert_historical_trades_batch()` and `count_historical_trades()` - Files to modify: fetcher.rs, web/mod.rs, main.rs, web/handlers.rs

normalized_content:
  ## technical details captured - trade tuple format: `(timestamp, ticker, price, volume, side)` as strings/i64 - price conversion: yes_price is in cents (integer), divide by 100.0 for decimal format - batch size: 10,000 trades per batch (reusing existing batch size constant) - sqlitestore api methods: `insert_historical_trades_batch()` and `count_historical_trades()` - files to modify: fetcher.rs, web/mod.rs, main.rs, web/handlers.rs


id: 36f3b200-029a-43f4-b2ae-077753fa162b
type: decision
source_id: 23e2592d-535a-43bb-9c68-f71863acba98
source_type: pipeline-v2
created_at: 2026-02-27T18:12:56.107Z
updated_at: 2026-02-27T18:12:56.107Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
content_hash: a62f9665b9d2dece33f4fc23985a0d79acb8f58ba8ce0f5818a979d3ead11a7a
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The DataFetcher struct is being modified to add an Arc<SqliteStore> field to enable database-backed storage access

normalized_content:
  the datafetcher struct is being modified to add an arc<sqlitestore> field to enable database-backed storage access


id: 0bcbbf86-dfb3-4de6-81db-c91f5be8f695
type: decision
source_id: 23e2592d-535a-43bb-9c68-f71863acba98
source_type: pipeline-v2
created_at: 2026-02-27T18:12:56.108Z
updated_at: 2026-02-27T18:12:56.108Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
content_hash: a2777816c39ab96d98ac3b7b1cd7f310a8142c5ab635e5a8a8fcda797c9f5019
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  CSV file operations are being removed from the fetch_range() method as part of migrating to database-backed storage

normalized_content:
  csv file operations are being removed from the fetch_range() method as part of migrating to database-backed storage


id: b34eb186-3496-4111-975b-87614ce053a0
type: procedural
source_id: 83e1c490-7e02-4f1b-b5db-43c291309002
source_type: pipeline-v2
created_at: 2026-02-27T18:16:32.373Z
updated_at: 2026-02-27T18:16:32.373Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
content_hash: 92ca22a8a0053c7c3e96de295e7ce0ff072498bdacaee5ab843ae372c010eacc
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Implementation requires source code modifications to four files: fetcher.rs, web/mod.rs, main.rs, and web/handlers.rs

normalized_content:
  implementation requires source code modifications to four files: fetcher.rs, web/mod.rs, main.rs, and web/handlers.rs


id: 9a2b39de-34eb-4d9c-a87f-c3a9c6d2a433
type: fact
source_id: openclaw:2026-02-27-session-overview:2fd77441379d0a33
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-session-overview,hierarchical-section
created_at: 2026-02-27T18:21:32.364Z
updated_at: 2026-02-27T18:21:32.364Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: c534ac0dcaadfc456a8bbf7a876a6d99cd14da01ea131746554d5b0d11a5c598
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Session Overview Brief greeting session with no coding work. User checked in early morning (5:10 AM MT), exchanged casual conversation about the time and whether they were staying up late or waking up early. No tasks, code changes, or technical discussions occurred. Session ended without substantive work.

normalized_content:
  ## session overview brief greeting session with no coding work. user checked in early morning (5:10 am mt), exchanged casual conversation about the time and whether they were staying up late or waking up early. no tasks, code changes, or technical discussions occurred. session ended without substantive work


id: 616187da-9146-448d-a358-51e550ad626d
type: fact
source_type: session_end
tags: architecture,identity,configuration
created_at: 2026-02-27T18:22:10.719Z
updated_at: 2026-02-27T18:22:10.719Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai
session_id: b2b5121f-82d0-4fcb-a85d-b7a22eaeafb2
last_accessed: 2026-03-03T23:50:13.923Z
extraction_status: none
content:
  Signet maintains a single source of truth at ~/.agents/ with AGENTS.md as the canonical instructions file, auto-generating CLAUDE.md for Claude Code and syncing to other tools


id: dad70317-a368-4b1d-8205-3b5944171ee9
type: fact
source_type: session_end
tags: memory,mcp,continuity
created_at: 2026-02-27T18:22:10.719Z
updated_at: 2026-02-27T18:22:10.719Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai
session_id: b2b5121f-82d0-4fcb-a85d-b7a22eaeafb2
last_accessed: 2026-03-03T23:50:13.923Z
extraction_status: none
content:
  The Signet daemon provides memory continuity across Claude Code, OpenCode, and OpenClaw through MCP tools (memory_search, memory_store) that all three platforms can access


id: d2e3ff87-a236-46ed-aac0-043e8342ad65
type: fact
source_type: session_end
tags: secrets,security,mcp
created_at: 2026-02-27T18:22:10.719Z
updated_at: 2026-02-27T18:22:10.719Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai
session_id: b2b5121f-82d0-4fcb-a85d-b7a22eaeafb2
last_accessed: 2026-03-03T19:41:59.218Z
extraction_status: none
content:
  Signet stores secrets once in a vault and injects them as environment variables at runtime via secret_list and secret_exec MCP tools, with output redacted across all platforms


id: fc624d71-43ad-48e9-b2bb-b41672697d46
type: fact
source_type: session_end
tags: memory,pipeline,embedding
created_at: 2026-02-27T18:22:10.719Z
updated_at: 2026-02-27T18:22:10.719Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai
session_id: b2b5121f-82d0-4fcb-a85d-b7a22eaeafb2
last_accessed: 2026-03-03T06:01:56.516Z
extraction_status: none
content:
  Session memory is captured post-completion, facts are extracted and scored by importance, then embedded for hybrid search injection into new session context


id: c1b66259-6ceb-422c-aca6-5b87dfd3a090
type: decision
source_type: session_end
tags: architecture,design-philosophy
created_at: 2026-02-27T18:22:10.719Z
updated_at: 2026-02-27T18:22:10.719Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai
session_id: b2b5121f-82d0-4fcb-a85d-b7a22eaeafb2
last_accessed: 2026-03-03T09:28:44.873Z
extraction_status: none
content:
  Signet functions as a stateless-tool-agnostic layer providing persistent state outside each platform (Claude Code, OpenCode, OpenClaw), not as a replacement for them


id: 7e393409-3d7f-487d-8ed0-ca499565e880
type: semantic
source_id: openclaw:2026-02-27-signet-architecture-overview:2ea5adf3f89cb6cf
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-architecture-overview,hierarchical-section
created_at: 2026-02-27T18:22:10.724Z
updated_at: 2026-02-27T18:29:34.519Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: ca971275b41aa477240f84d495d7f73be4b0da0588c57440af02052d5c81af67
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Signet's tool-agnostic architecture allows it to function across different platforms and varying levels of tooling support

normalized_content:
  signet's tool-agnostic architecture allows it to function across different platforms and varying levels of tooling support


id: 490ad80c-8089-43de-83ef-7907829bbb73
type: decision
source_id: 6e9d58b3-706d-408a-b98d-03c4f4621610
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-architecture-overview,hierarchical-section
created_at: 2026-02-27T18:22:10.759Z
updated_at: 2026-02-28T02:33:01.831Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: cc354f517bd17716fe48745ee856bf8a0233c7b740c5582994ffce27fc7fb207
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The CLAUDE.md orchestration file will be expanded to support dual input sources for configuration and orchestration

normalized_content:
  the claude.md orchestration file will be expanded to support dual input sources for configuration and orchestration


id: 68467e4a-8d2d-4485-9cc1-ff8341fde017
type: fact
source_id: 6e9d58b3-706d-408a-b98d-03c4f4621610
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-architecture-overview,hierarchical-section
created_at: 2026-02-27T18:22:10.759Z
updated_at: 2026-02-27T18:22:10.759Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 8b9cbd10a2c990d91bec29fddda5b587840e700f80ded226782cbf471f050c5c
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Memory Continuity**: The Signet daemon runs independently and provides memory through MCP tools (memory_search, memory_store, etc.). Since MCP is protocol-agnostic, any tool supporting MCP servers gets access to the same memory database.

normalized_content:
  **memory continuity**: the signet daemon runs independently and provides memory through mcp tools (memory_search, memory_store, etc.). since mcp is protocol-agnostic, any tool supporting mcp servers gets access to the same memory database


id: 90c9d0d0-5ac4-4d34-ad85-319d19991d06
type: fact
source_id: 6e9d58b3-706d-408a-b98d-03c4f4621610
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-architecture-overview,hierarchical-section
created_at: 2026-02-27T18:22:10.759Z
updated_at: 2026-02-27T18:22:10.759Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 215d45abc71410cc1a66838842a5f1c00f6105e63bc6dcf6bdf1158e3dd81d7d
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Sessions are summarized post-completion, facts are extracted and scored by importance, then embedded for hybrid search. **Secrets Management**: Secrets stored once in Signet's vault, injected as env vars via secret_list and secret_exec MCP tools at runtime with output redacted.

normalized_content:
  sessions are summarized post-completion, facts are extracted and scored by importance, then embedded for hybrid search. **secrets management**: secrets stored once in signet's vault, injected as env vars via secret_list and secret_exec mcp tools at runtime with output redacted


id: f462d220-f134-4bf4-b0c7-91b6a7da1b42
type: procedural
source_id: 6e9d58b3-706d-408a-b98d-03c4f4621610
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-architecture-overview,hierarchical-section
created_at: 2026-02-27T18:22:10.759Z
updated_at: 2026-02-27T18:29:34.517Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 158e56cf59b691cfb026c0c76b07df0e793b6fb351408a918e0adab7862d008f
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Signet implements a tool-agnostic design approach that provides a hooks-based fallback mechanism for operation when MCP or skills support are unavailable

normalized_content:
  signet implements a tool-agnostic design approach that provides a hooks-based fallback mechanism for operation when mcp or skills support are unavailable


id: 76b85828-831e-49ab-9341-821588ef4f86
type: fact
source_id: openclaw:2026-02-27-session-start-2:165684467c33d9a6
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-session-start-2,hierarchical-section
created_at: 2026-02-27T18:22:50.780Z
updated_at: 2026-02-27T18:22:50.780Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 05c7d862e0f39281349c65071a86dc04ec86acf1c9de0bed1341ea7dcae0cf01
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Session Start Session initiated in `/home/nicholai` with Signet daemon hook system active. No development work was conducted. The session startup hook (`session-start -H claude-code`) fired successfully.

normalized_content:
  ## session start session initiated in `/home/nicholai` with signet daemon hook system active. no development work was conducted. the session startup hook (`session-start -h claude-code`) fired successfully


id: b5620b4d-f0e6-44c2-92b0-1b5cc7d47411
type: fact
source_id: openclaw:2026-02-27-session-initialization-2:7ddcd2dfefb610c4
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-27,2026-02-27-session-initialization-2,hierarchical-section
created_at: 2026-02-27T20:19:05.693Z
updated_at: 2026-02-27T20:19:05.693Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 5282f7eb98fe579ae612f7b861b7f1a2d261ad32819b37d071d1dc5ecbc3865b
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Session Initialization Session started in the signetai monorepo on the main branch. The session hook was triggered but no substantive coding work or discussion occurred during this session. This appears to be a session startup event only.

normalized_content:
  ## session initialization session started in the signetai monorepo on the main branch. the session hook was triggered but no substantive coding work or discussion occurred during this session. this appears to be a session startup event only


id: 331d9070-c8e5-4cc0-a0f7-aba8fac9a0bc
type: fact
source_id: 06b693ad-cca9-4cd9-8d24-43f8802fd390
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-default-configuration-values-fix,hierarchical-section
created_at: 2026-02-27T20:20:06.329Z
updated_at: 2026-02-27T20:20:06.329Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: f432168e2f24eea2a3c9530b0478f143391c9cf66cd7720941fc123917ef4eec
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Plan Structure The fix involves four files and six discrete steps: **Step 1:** Update `DEFAULT_PIPELINE_V2` constant in `packages/daemon/src/memory-config.ts` to enable pipeline, graph, reranker, autonomous features, and change maintenance mode from `"observe"` to `"execute"`.

normalized_content:
  ## plan structure the fix involves four files and six discrete steps: **step 1:** update `default_pipeline_v2` constant in `packages/daemon/src/memory-config.ts` to enable pipeline, graph, reranker, autonomous features, and change maintenance mode from `"observe"` to `"execute"`


id: 916680c3-b8b5-486d-8fd2-f5f2cd3b8dae
type: fact
source_id: a8c8d986-5a56-4853-bbd9-7efe7119c9a8
source_type: chunk
created_at: 2026-02-27T20:20:07.268Z
updated_at: 2026-02-27T20:20:07.268Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 6ea973b1d553ad5a3200316e49872ea827374344238655cfd1cc3a0ae9dd7223
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Main changes:** - Onboarding skill: major structural rewrite with 6-step outline shown upfront, guiding voice section (warm, patient tone framed as style guidance not roleplay), step indicators at each phase, timezone removal, relaxation cues at phase transitions, quick mode updated - Remember ski

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  **main changes:** - onboarding skill: major structural rewrite with 6-step outline shown upfront, guiding voice section (warm, patient tone framed as style guidance not roleplay), step indicators at each phase, timezone removal, relaxation cues at phase transitions, quick mode updated - remember ski


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  ll: hidden from users (user_invocable: false) with explanation that automatic pipeline handles capture and manual saves distort importance scoring - Recall skill: disclaimer section clarifying automatic injection and when /recall is useful (targeted searches, debugging) - User and Agent templates: o

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  ll: hidden from users (user_invocable: false) with explanation that automatic pipeline handles capture and manual saves distort importance scoring - recall skill: disclaimer section clarifying automatic injection and when /recall is useful (targeted searches, debugging) - user and agent templates: o


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  ne-line timezone deletions each Implementation order established: templates first (low-risk), then skills (additive disclaimers), then main onboarding rewrite.

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  ne-line timezone deletions each implementation order established: templates first (low-risk), then skills (additive disclaimers), then main onboarding rewrite


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content:
  Context: This plan follows completion of four "on fire" roadmap items (defaults, npm gate, hook isolation, non-interactive CLI).

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  context: this plan follows completion of four "on fire" roadmap items (defaults, npm gate, hook isolation, non-interactive cli)


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content:
  **daemon.ts**: Add runtime auto-detection of extraction provider (claude, opencode, ollama fallback) after loading config. 3. **cli.ts**: Implement extraction provider auto-detection in setup wizard and write complete nested pipelineV2 config instead of minimal flat format. 4.

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  **daemon.ts**: add runtime auto-detection of extraction provider (claude, opencode, ollama fallback) after loading config. 3. **cli.ts**: implement extraction provider auto-detection in setup wizard and write complete nested pipelinev2 config instead of minimal flat format. 4


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  ## Predictor Bug Fix: Reject Mismatched candidate_features Nicholai implemented a fix to eliminate silent data corruption in `packages/predictor/src/main.rs` (line 79).

tags:
[cell repeats an earlier one in this file: 113 characters]

normalized_content:
  ## predictor bug fix: reject mismatched candidate_features nicholai implemented a fix to eliminate silent data corruption in `packages/predictor/src/main.rs` (line 79)


id: 188d1a92-93b3-454e-9228-a2bd324d749f
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  The code previously silently replaced mismatched `candidate_features` vectors with all-zero values when their length didn't match `candidate_ids`. This masked upstream bugs and degraded ranking quality without signaling the problem. The fix changed the logic to: 1.

tags:
[cell repeats an earlier one in this file: 113 characters]

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  the code previously silently replaced mismatched `candidate_features` vectors with all-zero values when their length didn't match `candidate_ids`. this masked upstream bugs and degraded ranking quality without signaling the problem. the fix changed the logic to: 1


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  **Remember skill** — Set `user_invocable: false` to hide from users and prevent hook-based auto-remembering that doubles token usage 3.

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  **remember skill** — set `user_invocable: false` to hide from users and prevent hook-based auto-remembering that doubles token usage 3


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content:
  ## Onboarding Skill Overview The onboarding skill walks users through four phases of agent personalization: 1. **Agent Identity (IDENTITY.md)** - Character definition including name, creature type, origin story, visual identity 2.

normalized_content:
  ## onboarding skill overview the onboarding skill walks users through four phases of agent personalization: 1. **agent identity (identity.md)** - character definition including name, creature type, origin story, visual identity 2


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tags: openclaw,memory-log,2026-02-27,2026-02-27-signet-architecture-overview,hierarchical-section
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  Works across all three platforms. **Tool-Agnostic Design**: The user began asking about how Signet works regardless of MCP or skills support (the hooks-based fallback approach), but the conversation was cut short before that explanation was provided.

normalized_content:
  works across all three platforms. **tool-agnostic design**: the user began asking about how signet works regardless of mcp or skills support (the hooks-based fallback approach), but the conversation was cut short before that explanation was provided


id: 57af5490-7062-4374-8654-28dfcbbd2cbc
type: decision
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tags: signet,vision,identity,autonomy
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session_id: d816ee16-4038-40a3-a077-93bcc7cc9b54
last_accessed: 2026-02-27T21:20:42.874Z
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content:
  Signet's core mission is transforming LLMs from stateless autocomplete algorithms into autonomous agents with persistent identity, opinions, and long-term autonomy capabilities


id: e768b826-155b-4006-b6ef-c2600fbc3f7a
type: fact
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tags: signet,security,secrets,safety
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content:
  Signet prioritizes safety by gating access to sensitive information through a secrets vault that the agent never directly accesses


id: 63f4f527-b4aa-4985-a1aa-94e420218125
type: learning
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content:
  Feature brainstorming for Signet requires understanding the gap between current implementation (daemon, scheduler, connectors, predictive memory scorer, dashboard) and the long-term vision


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content:
  The brainstorming session objective is to evaluate and prioritize potential new features for the Signet project based on their impact

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-brainstorming-session-for-signet-features,hierarchical-section

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  the brainstorming session objective is to evaluate and prioritize potential new features for the signet project based on their impact


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content:
  Rather than speculating, an Explore agent was tasked to audit the current codebase and understand what's been built, what's half-built, and where gaps exist between vision and reality.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-brainstorming-session-for-signet-features,hierarchical-section

normalized_content:
  rather than speculating, an explore agent was tasked to audit the current codebase and understand what's been built, what's half-built, and where gaps exist between vision and reality


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  The exploration focused on six key areas: the VISION.md north star document, daemon pipeline and scheduler capabilities, the predictive memory scorer implementation, dashboard functionality, the scheduler system, and available connectors and their capabilities.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-brainstorming-session-for-signet-features,hierarchical-section

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  the exploration focused on six key areas: the vision.md north star document, daemon pipeline and scheduler capabilities, the predictive memory scorer implementation, dashboard functionality, the scheduler system, and available connectors and their capabilities


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content:
  The session had just begun reading VISION.md, which frames Signet as a foundational layer that elevates LLMs from stateless autocomplete to persistent, autonomous agents with identity, safety, and long-term autonomy (days to months without human intervention).

tags:
[cell repeats an earlier one in this file: 104 characters]

normalized_content:
  the session had just begun reading vision.md, which frames signet as a foundational layer that elevates llms from stateless autocomplete to persistent, autonomous agents with identity, safety, and long-term autonomy (days to months without human intervention)


id: a9c13625-4103-40a9-be78-8b98a638e716
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content:
  A vision-to-reality gap analysis is a methodology used to inform and guide feature prioritization decisions

tags:
[cell repeats an earlier one in this file: 104 characters]

normalized_content:
  a vision-to-reality gap analysis is a methodology used to inform and guide feature prioritization decisions


id: 0f3fbe89-fee1-4a5a-b7ff-c11f47e8fa14
type: fact
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tags: astro,structure,project-layout
created_at: 2026-02-27T20:49:31.540Z
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project: /mnt/work/dev/parth/parth-website
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content:
  parth-website has standard Astro structure with components, layouts, and pages directories already created


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tags: openclaw,memory-log,2026-02-27,2026-02-27-shadcn-ui-setup-for-portfolio-site,hierarchical-section
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  ## shadcn/ui Setup for Portfolio Site Initialized shadcn component library setup for the parth-website project. The assistant explored the project structure and confirmed it's an Astro 5.17.1 application with Tailwind CSS 4.2.1 already configured.

normalized_content:
  ## shadcn/ui setup for portfolio site initialized shadcn component library setup for the parth-website project. the assistant explored the project structure and confirmed it's an astro 5.17.1 application with tailwind css 4.2.1 already configured


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  Examined the existing codebase to understand the project layout before proceeding with shadcn initialization and component installation.

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  examined the existing codebase to understand the project layout before proceeding with shadcn initialization and component installation


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content:
  Key findings: - Project is a clean Astro module with standard structure (src/components, src/layouts, src/pages) - Tailwind CSS already integrated, providing a good foundation for shadcn components - Goal is to install portfolio-relevant components from the shadcn library Session was cut short but established baseline understanding needed to proceed with shadcn setup.

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  key findings: - project is a clean astro module with standard structure (src/components, src/layouts, src/pages) - tailwind css already integrated, providing a good foundation for shadcn components - goal is to install portfolio-relevant components from the shadcn library session was cut short but established baseline understanding needed to proceed with shadcn setup


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content:
  ## Brainstorming Session for Signet Features Nicholai initiated a brainstorming session to identify the most impactful new feature to add to the Signet project.

tags:
[cell repeats an earlier one in this file: 104 characters]

normalized_content:
  ## brainstorming session for signet features nicholai initiated a brainstorming session to identify the most impactful new feature to add to the signet project


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content:
  The onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators, a "Guiding Voice" section to replace "Interview Philosophy", and brief relaxation cues between phases.

tags:
[cell repeats an earlier one in this file: 105 characters]

normalized_content:
  the onboarding skill rewrite includes major structural changes—adding upfront outline declarations, 6-step progress indicators, a "guiding voice" section to replace "interview philosophy", and brief relaxation cues between phases


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created_at: 2026-02-27T20:50:57.579Z
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updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T21:03:47.512Z
content_hash: 1a0748b7f0b9d29b88213e7504c197bffbb8e043830d0752fa30e02d44155414
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The remember skill will be hidden from users (user_invocable: false) to discourage manual saves that distort importance scoring. The recall skill gains a disclaimer explaining automatic injection at session start and when manual /recall is appropriate.

tags:
[cell repeats an earlier one in this file: 105 characters]

normalized_content:
  the remember skill will be hidden from users (user_invocable: false) to discourage manual saves that distort importance scoring. the recall skill gains a disclaimer explaining automatic injection at session start and when manual /recall is appropriate


id: e58f3aa5-6564-4000-b9ec-ca4a383ca818
type: fact
source_id: f2b477a0-ce3f-4ba9-8501-052f8382e998
source_type: chunk
created_at: 2026-02-27T20:50:57.579Z
updated_at: 2026-02-27T20:50:57.579Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T21:03:47.512Z
content_hash: 382d2590649e13f26dcccd062b17156b3ac5fed48bd4df0a08cde68e21e68a30
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Verification includes build confirmation, skill sync validation, and testing via /onboarding invocation to ensure no prompt injection warnings, proper outline rendering, and timezone removal.

tags:
[cell repeats an earlier one in this file: 105 characters]

normalized_content:
  verification includes build confirmation, skill sync validation, and testing via /onboarding invocation to ensure no prompt injection warnings, proper outline rendering, and timezone removal


id: ad00eadb-008c-4db4-b09e-995a84d71cf6
type: semantic
source_id: 89230a9e-d410-4adf-a2c0-ce25e22c014a
source_type: chunk
created_at: 2026-02-27T20:50:57.658Z
updated_at: 2026-03-01T09:01:12.392Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T21:20:42.874Z
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  PipelineV2Config defines or contains a configuration schema as a child component or nested structure

tags:
[cell repeats an earlier one in this file: 105 characters]

normalized_content:
  pipelinev2config defines or contains a configuration schema as a child component or nested structure


id: 307af3c0-2473-41a6-b3e8-595284bf516a
type: issue
source_id: 860465ab-7c13-46d8-962b-b02fd9365972
source_type: chunk
created_at: 2026-02-27T20:50:57.806Z
updated_at: 2026-02-27T20:50:57.806Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
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last_accessed: 2026-02-27T21:20:42.874Z
content_hash: 46659e951e576733a00322337b21b4776decfba6720857587df1250eb9994533
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The onboarding overhaul involves restructuring five files across the template and skills system to fix structural issues (missing step indicators, no outline), add persona guidance, eliminate timezone redundancy, and clarify the relationship between manual memory saves (/remember, /recall) and the automatic memory pipeline.

tags:
[cell repeats an earlier one in this file: 103 characters]

normalized_content:
  the onboarding overhaul involves restructuring five files across the template and skills system to fix structural issues (missing step indicators, no outline), add persona guidance, eliminate timezone redundancy, and clarify the relationship between manual memory saves (/remember, /recall) and the automatic memory pipeline


id: 9927f50f-a2a2-49a5-b48b-176d6ba87620
type: fact
source_id: 3a65b092-acee-447c-96fe-29fb8c5b3742
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-datafetcher-sqlite-migration-plan,hierarchical-section
created_at: 2026-02-27T20:50:58.055Z
updated_at: 2026-02-27T20:50:58.055Z
updated_by: openclaw-memory
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who: openclaw-memory
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last_accessed: 2026-02-27T21:20:42.874Z
content_hash: 46b44890a1693c443ead2c9aad9386baddfffa043f4589964e726ac76331d753
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Update backtest handler to use the shared historical_store instead of opening a new connection per request

normalized_content:
  update backtest handler to use the shared historical_store instead of opening a new connection per request


id: 8fd073c4-f3dd-4690-8008-8da46a3e2e3f
type: fact
source_id: 4431c151-0dd8-4e20-9d33-86a435d3961f
source_type: chunk
created_at: 2026-02-27T21:04:00.496Z
updated_at: 2026-02-27T21:04:00.496Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T22:32:48.910Z
content_hash: 443139e320ec90834738af9adddaa53e396acaa1781f9a2dbcd41519340c052c
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## OpenMarketUI Frontend Design Exploration Session started with invocation of the frontend-design skill to build out and beautify the OpenMarketUI website. The assistant began by exploring the project structure using Glob to understand the current state of the `/web/` directory.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-openmarketui-frontend-design-exploration,hierarchical-section

normalized_content:
  ## openmarketui frontend design exploration session started with invocation of the frontend-design skill to build out and beautify the openmarketui website. the assistant began by exploring the project structure using glob to understand the current state of the `/web/` directory


id: ebccc6ee-b727-40ab-aaa8-06227eb11865
type: fact
source_id: 4431c151-0dd8-4e20-9d33-86a435d3961f
source_type: chunk
created_at: 2026-02-27T21:04:00.496Z
updated_at: 2026-02-27T21:04:00.496Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T22:32:48.910Z
content_hash: 17c6124d4df67cbd93b2b42c471672f9b1819a17d1d0306431a5a4c89c95a43f
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The session was initiated with the goal of creating a distinctive, production-grade frontend interface with a clear aesthetic direction. No implementation work was completed during this session—only initial codebase exploration was performed.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-openmarketui-frontend-design-exploration,hierarchical-section

normalized_content:
  the session was initiated with the goal of creating a distinctive, production-grade frontend interface with a clear aesthetic direction. no implementation work was completed during this session—only initial codebase exploration was performed


id: a118cc1e-e253-43da-a6ef-8f1bd4923448
type: procedural
source_id: openclaw:2026-02-27-openmarketui-frontend-design-exploration:e6041cfdc6265195
source_type: openclaw-memory-log
created_at: 2026-02-27T21:04:01.145Z
updated_at: 2026-02-27T21:07:10.764Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T22:32:48.910Z
content_hash: e141f53f35d436d1bc582b67a4e8b26df52ecd09c8aad9e89007985c7a38fedb
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The redesign work includes establishing a bold aesthetic direction that encompasses typography, color, motion, and spatial composition

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-openmarketui-frontend-design-exploration,hierarchical-section

normalized_content:
  the redesign work includes establishing a bold aesthetic direction that encompasses typography, color, motion, and spatial composition


id: 49468032-829a-4bbd-98c1-2cf360849b05
type: issue
source_type: session_end
tags: signetai,ci-cd,release-workflow,incident
created_at: 2026-02-27T21:20:56.271Z
updated_at: 2026-02-27T21:20:56.271Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: c8e80f07-260d-495e-9706-82d5ec3e851c
extraction_status: none
content:
  signetai CI/CD race condition: two Release workflows triggered simultaneously from PRs #33 and #34, first published 0.8.3 to npm but failed to push version bump to main, second failed with 403 (already exists), leaving npm with 0.8.3 and git main with 0.8.1


id: f92b4392-f392-49f8-bf50-5afc9f11f5b6
type: fact
source_type: session_end
tags: signetai,release-workflow,github-actions
created_at: 2026-02-27T21:20:56.271Z
updated_at: 2026-02-27T21:20:56.271Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: c8e80f07-260d-495e-9706-82d5ec3e851c
last_accessed: 2026-03-04T07:38:38.404Z
extraction_status: none
content:
  signetai release workflow skip pattern uses 'chore: release' in commit message to prevent re-triggering on version sync commits


id: 82f04ccc-3ce5-4194-a207-2e61384099a6
type: decision
source_type: session_end
tags: signetai,release-workflow,github-actions,prevention
created_at: 2026-02-27T21:20:56.271Z
updated_at: 2026-02-27T21:20:56.271Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: c8e80f07-260d-495e-9706-82d5ec3e851c
last_accessed: 2026-03-04T05:49:58.113Z
extraction_status: none
content:
  signetai release workflow should add concurrency control with group: release-pipeline and cancel-in-progress: true to prevent simultaneous release runs


id: 5b1e3fd6-262f-4a0c-ba0c-9ac2050515d7
type: decision
source_type: session_end
tags: signetai,release-workflow,npm-publish
created_at: 2026-02-27T21:20:56.271Z
updated_at: 2026-02-27T21:20:56.271Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: c8e80f07-260d-495e-9706-82d5ec3e851c
extraction_status: none
content:
  signetai release workflow npm publish step needs version existence check to handle idempotent publishing when version already exists on registry


id: acaf64b4-269e-4eb9-89ed-975849b85e24
type: decision
source_type: session_end
tags: signetai,release-workflow,git-strategy
created_at: 2026-02-27T21:20:56.271Z
updated_at: 2026-02-27T21:20:56.271Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: c8e80f07-260d-495e-9706-82d5ec3e851c
extraction_status: none
content:
  signetai release workflow should execute git pull --rebase before push step to handle edge cases where concurrent pushes might conflict


id: e55f99ff-10c9-4b8c-88ca-007f71dc478e
type: fact
source_id: 1c4e38b4-958d-4c53-994c-622e98ca380d
source_type: chunk
created_at: 2026-02-27T21:20:56.276Z
updated_at: 2026-02-27T21:20:56.276Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T22:32:48.910Z
content_hash: 6aa49e22911f147ab0aeec8cc459cc2e21605a0f2dfafbe4084c18fe7e8b19af
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## CI/CD Race Condition & Version Desync Fix Session initiated to fix a release pipeline race condition in signetai monorepo. Two PRs (#33 and #34) merged simultaneously, triggering concurrent Release workflows.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-ci-cd-race-condition-version-desync-fix,hierarchical-section

normalized_content:
  ## ci/cd race condition & version desync fix session initiated to fix a release pipeline race condition in signetai monorepo. two prs (#33 and #34) merged simultaneously, triggering concurrent release workflows


id: a8cfd925-6ce8-461f-9168-23f83bf76d22
type: fact
source_id: 1c4e38b4-958d-4c53-994c-622e98ca380d
source_type: chunk
created_at: 2026-02-27T21:20:56.276Z
updated_at: 2026-02-27T21:20:56.276Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-03-05T05:00:01.131Z
content_hash: 7e08fea666d9159d452f2a7ec7da090dc8ba718fd954e6126de8ae8e1da2006c
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The first published signetai@0.8.3 to npm but failed to push version bump back to main; the second failed with 403 (version already exists). Result: npm registry shows 0.8.3 while main branch still has 0.8.1.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-ci-cd-race-condition-version-desync-fix,hierarchical-section

normalized_content:
  the first published signetai@0.8.3 to npm but failed to push version bump back to main; the second failed with 403 (version already exists). result: npm registry shows 0.8.3 while main branch still has 0.8.1


id: 308d16c2-4d59-483d-a8d6-c254fd68a529
type: rationale
source_id: 1c4e38b4-958d-4c53-994c-622e98ca380d
source_type: chunk
created_at: 2026-02-27T21:20:56.276Z
updated_at: 2026-02-27T21:24:41.618Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T22:32:48.910Z
content_hash: 4c229bf7c0ae3967ca052783b907855ebe9dc782b8908610987f8e68e310f464
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The commit message format 'chore: release 0.8.3' was chosen because it matches the workflow skip filter that prevents triggering unnecessary CI/CD pipelines on release commits

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-ci-cd-race-condition-version-desync-fix,hierarchical-section

normalized_content:
  the commit message format 'chore: release 0.8.3' was chosen because it matches the workflow skip filter that prevents triggering unnecessary ci/cd pipelines on release commits


id: 40d6e0c8-642d-4f75-9691-61c7c64163a8
type: procedural
source_id: 1c4e38b4-958d-4c53-994c-622e98ca380d
source_type: chunk
created_at: 2026-02-27T21:20:56.276Z
updated_at: 2026-02-27T21:25:31.562Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T22:32:48.910Z
content_hash: d8d6c365ab2ee8be538b1cfc6672c412cb0882ad99d477c55a38043a15706e2c
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  A 'git pull --rebase' step should be added to release.yml before the npm publish step to synchronize with upstream changes before pushing

tags:
[cell repeats an earlier one in this file: 102 characters]

normalized_content:
  a 'git pull --rebase' step should be added to release.yml before the npm publish step to synchronize with upstream changes before pushing


id: a4780232-05ec-4a27-87df-c667ce5af22c
type: fact
source_id: 308d16c2-4d59-483d-a8d6-c254fd68a529
source_type: pipeline-v2
created_at: 2026-02-27T21:24:41.620Z
updated_at: 2026-02-27T21:24:41.620Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-27T22:47:27.769Z
content_hash: b061bf35542fc5851413fbc9b099688fde0b12cc9877ccfe8dd86846539e6a05
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The implementation plan is divided into two parts, with Part 1 covering version synchronization tasks

normalized_content:
  the implementation plan is divided into two parts, with part 1 covering version synchronization tasks


id: 73003e80-fdf5-43e6-9777-268103d129e7
type: decision
source_type: session_end
tags: architecture,research-chain,agents
created_at: 2026-02-27T22:35:43.952Z
updated_at: 2026-02-27T22:35:43.952Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/research-automation/chain
session_id: bddac09d-03a6-4120-96af-346ad9c613d8
extraction_status: none
content:
  Research Prompt Chain uses a 5-step agent pipeline (resolver → mechanism search → ingredient search → scorer → formatter) with inter-step handoffs via tmp/step-N.md files


id: 622bc505-fe2a-4d97-a8d9-a34397cf7638
type: rule
source_type: session_end
tags: research-chain,rules,citations
created_at: 2026-02-27T22:35:43.952Z
updated_at: 2026-02-27T22:35:43.952Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/research-automation/chain
session_id: bddac09d-03a6-4120-96af-346ad9c613d8
extraction_status: none
content:
  Research Prompt Chain enforces citation standards globally: no unstudied claims, all citations must have real DOI/PubMed link, no training-data hallucination, scores require statistical significance notes


id: e754e949-1fd6-4a2b-941e-82c1f0d10c9b
type: decision
source_type: session_end
tags: research-chain,agents,mcp
created_at: 2026-02-27T22:35:43.952Z
updated_at: 2026-02-27T22:35:43.952Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/research-automation/chain
session_id: bddac09d-03a6-4120-96af-346ad9c613d8
extraction_status: none
content:
  Research Prompt Chain step2-mechanism and step3-ingredients agents use PubMed MCP search tools; step4-scorer uses Brave Search fallback only for gate-elimination validation; steps 1 and 5 are reasoning/compilation only


id: 87aef9ed-e659-498d-8444-60f93603a50f
type: fact
source_type: session_end
tags: research-chain,prompts,client-work
created_at: 2026-02-27T22:35:43.952Z
updated_at: 2026-02-27T22:35:43.952Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/research-automation/chain
session_id: bddac09d-03a6-4120-96af-346ad9c613d8
extraction_status: none
content:
  Research Prompt Chain client provided raw prompt templates in prompts.md; implementation splits these into prompts/prompt1-resolver.md through prompt5-formatter.md and adapts for MCP tool usage without rewriting core content


id: 986b17de-c9c9-4acd-9592-badac074c6e9
type: decision
source_type: session_end
tags: research-chain,architecture,skills
created_at: 2026-02-27T22:35:43.952Z
updated_at: 2026-02-27T22:35:43.952Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/research-automation/chain
session_id: bddac09d-03a6-4120-96af-346ad9c613d8
extraction_status: none
content:
  Research Prompt Chain orchestrator skill (.claude/skills/research/SKILL.md) spawns agents sequentially and returns brief summaries to keep main context clean; agents write full intermediate outputs to tmp/


id: d13403b0-9c3b-446a-9fdb-5135af4fe4b8
type: fact
source_type: session_end
tags: research-chain,output,scoring
created_at: 2026-02-27T22:35:43.952Z
updated_at: 2026-02-27T22:35:43.952Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/research-automation/chain
session_id: bddac09d-03a6-4120-96af-346ad9c613d8
extraction_status: none
content:
  Research Prompt Chain final output lands in output/[mechanism-slug].md; step4-scorer applies tier-based ingredient ranking (Tier1 > Tier2 > Tier3) with elimination gates for insufficient evidence


id: 52e80ba9-c871-43cb-a1b9-f543cc299afb
type: decision
source_type: session_end
tags: research-chain,documentation,user-guide
created_at: 2026-02-27T22:35:43.952Z
updated_at: 2026-02-27T22:35:43.952Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/research-automation/chain
session_id: bddac09d-03a6-4120-96af-346ad9c613d8
extraction_status: none
content:
  Research Prompt Chain HANDOFF.md serves non-technical copywriter end-users; documents: how to run /research command, how to edit inputs/prompts, where output lands, troubleshooting


id: 8a08a460-a07a-45ff-97b2-b7afc54e16ea
type: fact
source_id: 9294f6f0-1d0b-46d3-91b7-c02108fbee4b
source_type: chunk
created_at: 2026-02-27T22:35:43.959Z
updated_at: 2026-02-27T22:35:43.959Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 517247ed8033463ebef057a37b0b3daa6b1d4a19c826ff9345552b82f31cce1a
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Research Prompt Chain - Planning & Architecture Session focused on designing a 5-step research automation chain for a freelance client project.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-research-prompt-chain-planning-architecture,hierarchical-section

normalized_content:
  ## research prompt chain - planning & architecture session focused on designing a 5-step research automation chain for a freelance client project


id: 31f49206-011d-47c5-98a4-1a7dc0ad2ab9
type: fact
source_id: 9294f6f0-1d0b-46d3-91b7-c02108fbee4b
source_type: chunk
created_at: 2026-02-27T22:35:43.959Z
updated_at: 2026-02-27T22:35:43.959Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 540165453461444ad1289063020ab948c3fa74a1e77081b49685df07cb57dbd1
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The chain takes a biological mechanism + ingredient list as input, runs through sequential research prompts using MCP-based search (PubMed + Brave Search), and produces a formatted markdown evidence report.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-research-prompt-chain-planning-architecture,hierarchical-section

normalized_content:
  the chain takes a biological mechanism + ingredient list as input, runs through sequential research prompts using mcp-based search (pubmed + brave search), and produces a formatted markdown evidence report


id: c9fa62c5-a820-487c-bdcf-08360dfa8ab9
type: fact
source_id: 9294f6f0-1d0b-46d3-91b7-c02108fbee4b
source_type: chunk
created_at: 2026-02-27T22:35:43.959Z
updated_at: 2026-02-27T22:35:43.959Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 0e602ada6d24232471ad27feb084e69daf1ddc50ad5b545eb1e38d8f814fe559
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Key architectural decision: each of 5 agents processes one step, reading/writing to `tmp/step-N.md` for inter-step handoffs, with final output to `output/[mechanism-slug].md`.

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-research-prompt-chain-planning-architecture,hierarchical-section

normalized_content:
  key architectural decision: each of 5 agents processes one step, reading/writing to `tmp/step-n.md` for inter-step handoffs, with final output to `output/[mechanism-slug].md`


id: 5f654a88-3d8d-4b35-ba63-56b13e86eb65
type: fact
source_id: openclaw:2026-02-27-research-prompt-chain-planning-architecture:fe0e4f86d4699b97
source_type: openclaw-memory-log
created_at: 2026-02-27T22:35:44.930Z
updated_at: 2026-02-27T22:35:44.930Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 35b9e1f3e408eaf082b3d06d5cd29a9f13dcdc97a3af42dbdf4e392ffc4eea04
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ### Architecture Overview The chain flows: step1-resolver (placeholder resolution) → step2-mechanism (PubMed search) → step3-ingredients (PubMed search) → step4-scorer (ranking, no search) → step5-formatter (compilation, no search). Client provided raw prompt templates, sample inputs, and reference output; implementation wires existing prompts together rather than creating new ones.

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  ### architecture overview the chain flows: step1-resolver (placeholder resolution) → step2-mechanism (pubmed search) → step3-ingredients (pubmed search) → step4-scorer (ranking, no search) → step5-formatter (compilation, no search). client provided raw prompt templates, sample inputs, and reference output; implementation wires existing prompts together rather than creating new ones


id: f5717471-a038-4dc8-8b57-e54b2e1f03c8
type: rationale
source_id: 7e9b8ad2-fc23-4678-b834-73de7a547d40
source_type: chunk
created_at: 2026-02-27T22:35:44.945Z
updated_at: 2026-02-27T22:41:29.687Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: b000b3586790b5d453eb5161ec00640f13acc4af00a1c3c7e51990de81f9c408
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The decision to use PubMed MCP tools with Brave Search fallback was made to prevent training-data hallucination in study retrieval tasks

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  the decision to use pubmed mcp tools with brave search fallback was made to prevent training-data hallucination in study retrieval tasks


id: 770f6e78-2c56-4a5a-9756-05bf87383db6
type: rule
source_id: 7e9b8ad2-fc23-4678-b834-73de7a547d40
source_type: chunk
created_at: 2026-02-27T22:35:44.945Z
updated_at: 2026-02-27T22:35:44.945Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 23724b69d79684c177391b1994063b2633693b95aa9d55a37eb76a2202e91791
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  - **Citation Standards**: Global rule enforced across all agents—never cite without real DOI, never fabricate quotes, always verify statistical significance. - **Tool Assignments**: Step1 (reasoning only), Steps2-3 (search-enabled), Step4 (Brave fallback only), Step5 (compilation only).

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  - **citation standards**: global rule enforced across all agents—never cite without real doi, never fabricate quotes, always verify statistical significance. - **tool assignments**: step1 (reasoning only), steps2-3 (search-enabled), step4 (brave fallback only), step5 (compilation only)


id: cead8a48-cff9-462d-8067-a6ac2b4d3b4c
type: fact
source_id: 7e9b8ad2-fc23-4678-b834-73de7a547d40
source_type: chunk
created_at: 2026-02-27T22:35:44.945Z
updated_at: 2026-02-27T22:35:44.945Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 82989206626c09e5e2ad58b3eaa36cfd189cbd75716d3c0a52734a35038297bb
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  - **Output Format**: Step agents write full intermediate outputs; orchestrator skill reads previous steps sequentially and maintains clean context.

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  - **output format**: step agents write full intermediate outputs; orchestrator skill reads previous steps sequentially and maintains clean context


id: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf
type: fact
source_id: openclaw:2026-02-27-research-prompt-chain-planning-architecture:4c6e32239a6a7f32
source_type: openclaw-memory-log
created_at: 2026-02-27T22:35:44.981Z
updated_at: 2026-02-27T22:35:44.981Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 30a389b002c979eee0de69b506bba8360f6da292357f4fa1269a93e23d9627af
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ### File Structure Project layout organized as: `.claude/` (skills, agents, rules), `prompts/` (5 client-provided templates split into individual files), `samples.md` (input data), `sample-output.md` (reference), `tmp/` (inter-step handoffs, gitignored), `output/` (final reports), plus `HANDOFF.md` (non-technical user guide) and `CLAUDE.md` (project instructions).

tags:
[cell repeats an earlier one in this file: 106 characters]

normalized_content:
  ### file structure project layout organized as: `.claude/` (skills, agents, rules), `prompts/` (5 client-provided templates split into individual files), `samples.md` (input data), `sample-output.md` (reference), `tmp/` (inter-step handoffs, gitignored), `output/` (final reports), plus `handoff.md` (non-technical user guide) and `claude.md` (project instructions)


id: cd6ef59b-7db4-4f07-9e23-891a372212aa
type: procedural
source_id: 5597cbd8-c31e-466b-9e78-8e22ad0e3ecf
source_type: pipeline-v2
created_at: 2026-02-27T22:45:19.319Z
updated_at: 2026-02-27T22:45:19.319Z
updated_by: pipeline-v2
vector_clock: {}
who: pipeline-v2
why: extracted-fact
last_accessed: 2026-02-28T00:27:30.578Z
content_hash: 609fc39f092788083c42be635d72fa5b245cbe3eeae0235cfc913dcf1dc21aad
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Intermediate artifacts and handoff data between pipeline steps are stored in a `tmp/` directory that is added to .gitignore

normalized_content:
  intermediate artifacts and handoff data between pipeline steps are stored in a `tmp/` directory that is added to .gitignore


id: 75f25312-24e9-418c-ac2e-da4e4798ea91
type: fact
source_type: session_end
tags: pm-kalshi,openmarketui,prediction-markets
created_at: 2026-02-27T23:05:11.828Z
updated_at: 2026-02-27T23:05:11.828Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui/watchtower
session_id: 7e97b0ac-ac2b-4fad-84d5-25efff4e72d7
last_accessed: 2026-02-28T00:27:21.554Z
extraction_status: none
content:
  The pm-kalshi algorithm is a prediction market trading system implemented in the OpenMarketUI monorepo with modular architecture across pm-kalshi (execution engine), pm-garden (scorers), and pm-core (shared traits).


id: 3e9f17da-8380-49f8-ac79-b2f41cd2e06b
type: fact
source_type: session_end
tags: pm-kalshi,scorers
created_at: 2026-02-27T23:05:11.828Z
updated_at: 2026-02-27T23:05:11.828Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui/watchtower
session_id: 7e97b0ac-ac2b-4fad-84d5-25efff4e72d7
last_accessed: 2026-02-28T00:27:21.554Z
extraction_status: none
content:
  PM-Kalshi uses a multi-scorer approach including momentum, mean reversion, volume, and ensemble scorers for market opportunity evaluation.


id: b374098c-c7b3-4cd0-8820-293c00eb519e
type: fact
source_type: session_end
tags: pm-kalshi,testing
created_at: 2026-02-27T23:05:11.828Z
updated_at: 2026-02-27T23:05:11.828Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui/watchtower
session_id: 7e97b0ac-ac2b-4fad-84d5-25efff4e72d7
last_accessed: 2026-02-28T00:27:21.554Z
extraction_status: none
content:
  The pm-kalshi system includes both backtesting and paper trading capabilities for strategy validation before live execution.


id: ea06b7cb-9f99-476d-b9a0-c46ba1400b98
type: preference
source_type: session_end
tags: nicholai,communication,preference
created_at: 2026-02-27T23:05:11.828Z
updated_at: 2026-02-27T23:05:11.828Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui/watchtower
session_id: 7e97b0ac-ac2b-4fad-84d5-25efff4e72d7
last_accessed: 2026-02-28T00:27:21.554Z
extraction_status: none
content:
  Nicholai prefers analogies to familiar ad optimization concepts when explaining prediction market algorithms to non-technical investor audiences.


id: a6d887df-0ce0-4b9f-b963-ea7385d8e852
type: fact
source_id: 1491b918-51e3-4a9a-bbcb-911e4d368212
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-pm-kalshi-algorithm-explanation-task,hierarchical-section
created_at: 2026-02-27T23:05:11.834Z
updated_at: 2026-02-27T23:05:11.834Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T23:05:30.473Z
content_hash: 8b13ba2e45c1dfdedd46526a10af27ae38a70d150dae9d01fbc476aee97c4a09
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## PM-Kalshi Algorithm Explanation Task Nicholai requested an explanation of the pm-kalshi prediction market trading algorithm targeted at an investor audience familiar with Amazon ad optimization.

normalized_content:
  ## pm-kalshi algorithm explanation task nicholai requested an explanation of the pm-kalshi prediction market trading algorithm targeted at an investor audience familiar with amazon ad optimization


id: 1777ed54-2317-451c-b848-4880144fbdf1
type: procedural
source_id: 1491b918-51e3-4a9a-bbcb-911e4d368212
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-pm-kalshi-algorithm-explanation-task,hierarchical-section
created_at: 2026-02-27T23:05:11.834Z
updated_at: 2026-02-27T23:06:45.957Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-02-27T23:05:30.473Z
content_hash: d4da728806ebd75974db518e6ddaa4895035d8c5dac76045cc33e1dbdeca078d
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The communication strategy explains technical details without omitting information, using analogies from familiar concepts to make content accessible while maintaining technical accuracy

normalized_content:
  the communication strategy explains technical details without omitting information, using analogies from familiar concepts to make content accessible while maintaining technical accuracy


id: 62a90a15-fb70-464f-8830-b55687778938
type: fact
source_id: 1491b918-51e3-4a9a-bbcb-911e4d368212
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-pm-kalshi-algorithm-explanation-task,hierarchical-section
created_at: 2026-02-27T23:05:11.834Z
updated_at: 2026-02-27T23:05:11.834Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
last_accessed: 2026-03-04 03:41:33
content_hash: bdc23882c00ad439bcd0ff107002f1c1b0dd28109f0065bc1783e174883d8e5d
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  To prepare a detailed explanation, an Explore agent was launched to thoroughly analyze the pm-kalshi and pm-garden crates in the OpenMarketUI monorepo.

normalized_content:
  to prepare a detailed explanation, an explore agent was launched to thoroughly analyze the pm-kalshi and pm-garden crates in the openmarketui monorepo


id: 6b6c8013-0c39-459a-9af7-4f3edd03c26d
type: fact
source_id: 1491b918-51e3-4a9a-bbcb-911e4d368212
source_type: chunk
tags: openclaw,memory-log,2026-02-27,2026-02-27-pm-kalshi-algorithm-explanation-task,hierarchical-section
created_at: 2026-02-27T23:05:11.834Z
updated_at: 2026-02-27T23:05:11.834Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 572c7094fcd1d8ec77895ec40e1a3be3deb2bb1c07b424a0f8a94be8b7e1f7f0
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The agent was tasked with understanding: - Full pipeline flow (market sourcing, filtering, scoring, selection, execution) - Individual scorer mechanics (momentum, mean reversion, volume, ensemble) - Backtest and paper trading engines - Risk management and position sizing - Tunable configuration parameters The session was in early discovery phase, with the agent beginning to map the codebase structure across pm-kalshi, pm-garden, and pm-core.

normalized_content:
  the agent was tasked with understanding: - full pipeline flow (market sourcing, filtering, scoring, selection, execution) - individual scorer mechanics (momentum, mean reversion, volume, ensemble) - backtest and paper trading engines - risk management and position sizing - tunable configuration parameters the session was in early discovery phase, with the agent beginning to map the codebase structure across pm-kalshi, pm-garden, and pm-core


id: 9fe51f9f-25f4-4478-8a06-55ecfc85c2e5
type: decision
source_type: session_end
tags: openmarketui,figma,design-system,mcp
created_at: 2026-02-27T23:06:12.196Z
updated_at: 2026-02-27T23:06:12.196Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 1d8ff881-c80b-4929-af81-895742bf5b5b
last_accessed: 2026-02-28T00:27:30.578Z
extraction_status: none
content:
  OpenMarketUI design system documentation project initiated to establish Figma integration rules across token definitions, components, frameworks, assets, icons, styling, and project structure


id: 2709b290-507d-4e79-9b51-42d98b29024b
type: fact
source_type: session_end
tags: mcp,figma,authentication,setup
created_at: 2026-02-27T23:06:12.196Z
updated_at: 2026-02-27T23:06:12.196Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 1d8ff881-c80b-4929-af81-895742bf5b5b
last_accessed: 2026-02-28T00:27:30.578Z
extraction_status: none
content:
  Figma MCP plugin authenticated and connected in Claude Code session at /home/nicholai/openmarketui on main branch


id: 561c8340-2adf-4926-8151-83859b64d1a7
type: decision
source_id: 0b806713-2f47-43db-b98b-12987906c27c
source_type: chunk
created_at: 2026-02-27T23:06:12.200Z
updated_at: 2026-02-28T00:28:31.738Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: b9bf73b1bb223491e2041351ca9c4de705ac05c040e6d85fe01fa5ccbb4244ed
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Nicholai invoked the Figma MCP create_design_system_rules skill to analyze the OpenMarketUI codebase

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-figma-design-system-rules-documentation,hierarchical-section

normalized_content:
  nicholai invoked the figma mcp create_design_system_rules skill to analyze the openmarketui codebase


id: 4fe021bc-27b5-4262-97ea-ebcf70200159
type: procedural
source_id: 0b806713-2f47-43db-b98b-12987906c27c
source_type: chunk
created_at: 2026-02-27T23:06:12.200Z
updated_at: 2026-02-27T23:12:38.499Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: f4acbe4e26db7dd71fa440a7c6b047207c1799efbd98a069b43de66ee524eae3
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Design system documentation is created to enable effective Figma-to-code workflows by providing standardized patterns and conventions

tags:
  openclaw,memory-log,2026-02-27,2026-02-27-figma-design-system-rules-documentation,hierarchical-section

normalized_content:
  design system documentation is created to enable effective figma-to-code workflows by providing standardized patterns and conventions


id: 9109c32d-f28f-4a4c-941c-ebf827bbef64
type: fact
source_type: session_end
tags: openmarketui,design-system,architecture
created_at: 2026-02-28T00:27:36.435Z
updated_at: 2026-02-28T00:27:36.435Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui/watchtower
session_id: 207979a6-8857-4d06-a66f-afc526348031
extraction_status: none
content:
  OpenMarketUI consists of at least two main directories: watchtower (likely React/TS component system) and web (Astro-based static site), both with distinct design systems requiring Figma integration rules


id: e5b52aa4-d3a7-457b-a8ef-4eda24384d05
type: decision
source_type: session_end
tags: openmarketui,figma,design-system
created_at: 2026-02-28T00:27:36.435Z
updated_at: 2026-02-28T00:27:36.435Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui/watchtower
session_id: 207979a6-8857-4d06-a66f-afc526348031
extraction_status: none
content:
  Nicholai is using the Figma MCP create_design_system_rules skill to generate design system documentation for code-to-design synchronization in the OpenMarketUI project


id: 98b3fac5-6218-43c0-b64f-d5781d4711bc
type: fact
source_id: cd28b8c6-2bd7-45fe-adcd-e65a592a119b
source_type: chunk
created_at: 2026-02-28T00:27:36.440Z
updated_at: 2026-02-28T00:28:31.740Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 4c3b49401cdf4cba3065a913757fd01aadd63def1816924caeb1bf23d7517066
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The create_design_system_rules skill is a Figma MCP tool designed to analyze codebases and generate design system rules for Figma integration

tags:
  openclaw,memory-log,2026-02-28,2026-02-28-figma-design-system-analysis-for-openmarketui,hierarchical-section

normalized_content:
  the create_design_system_rules skill is a figma mcp tool designed to analyze codebases and generate design system rules for figma integration


id: 566ba6f3-824c-452e-8597-d0617324dfe5
type: fact
source_id: cd28b8c6-2bd7-45fe-adcd-e65a592a119b
source_type: chunk
created_at: 2026-02-28T00:27:36.440Z
updated_at: 2026-02-28T00:27:36.440Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 49702e438a5048fb4c675d83cc814e0b8045b69e197d13329818c041a50f4dfd
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The assistant was tasked with providing a comprehensive rules document covering design tokens, component library structure, styling approach, icon systems, theme management, asset handling, and project organization.

tags:
  openclaw,memory-log,2026-02-28,2026-02-28-figma-design-system-analysis-for-openmarketui,hierarchical-section

normalized_content:
  the assistant was tasked with providing a comprehensive rules document covering design tokens, component library structure, styling approach, icon systems, theme management, asset handling, and project organization


id: 5224b3c9-52df-4459-8517-65b7d8420cbd
type: fact
source_id: cd28b8c6-2bd7-45fe-adcd-e65a592a119b
source_type: chunk
created_at: 2026-02-28T00:27:36.440Z
updated_at: 2026-02-28T00:27:36.440Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 72a221b16460fe0c31cccf0c107fef3efd6c18f3f2ba49b2646233da06dc9133
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  To accomplish this analysis, the assistant launched two parallel Explore agents to thoroughly investigate: 1. The watchtower directory (`/home/nicholai/openmarketui/watchtower/`) - investigating design tokens, components, styling, icons, themes, and assets 2.

tags:
  openclaw,memory-log,2026-02-28,2026-02-28-figma-design-system-analysis-for-openmarketui,hierarchical-section

normalized_content:
  to accomplish this analysis, the assistant launched two parallel explore agents to thoroughly investigate: 1. the watchtower directory (`/home/nicholai/openmarketui/watchtower/`) - investigating design tokens, components, styling, icons, themes, and assets 2


id: 8ceee9f6-d30c-41fa-8613-a752abc9887c
type: fact
source_id: cd28b8c6-2bd7-45fe-adcd-e65a592a119b
source_type: chunk
created_at: 2026-02-28T00:27:36.440Z
updated_at: 2026-02-28T00:27:36.440Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: a629d72a9ce602f54aad47408b36876157877cb2e9d76aae3e654b8c3b875cd6
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The web directory (`/home/nicholai/openmarketui/web/`) - investigating Astro-based design tokens, components, Tailwind configuration, icons, themes, and assets The agents were tasked with deep exploration including reading package.json, configuration files, theme files, color definitions, and representative components with code snippets and file paths.

tags:
[cell repeats an earlier one in this file: 108 characters]

normalized_content:
  the web directory (`/home/nicholai/openmarketui/web/`) - investigating astro-based design tokens, components, tailwind configuration, icons, themes, and assets the agents were tasked with deep exploration including reading package.json, configuration files, theme files, color definitions, and representative components with code snippets and file paths


id: dc07723d-1acc-42b2-b1dd-cd41f10047a1
type: fact
source_id: openclaw:2026-02-28-session-initialization:83c1d76fa9bd5e05
source_type: openclaw-memory-log
tags: openclaw,memory-log,2026-02-28,2026-02-28-session-initialization,hierarchical-section
created_at: 2026-02-28T00:28:11.515Z
updated_at: 2026-02-28T00:28:11.515Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 710bd18f2749b1e2e8cbf5d50f466b823d0836647bb949ab7938f42c814d49e2
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## Session Initialization Session started in the openmarketui/watchtower directory on the main branch. No substantive work was performed during this session - only the session initialization hook was triggered.

normalized_content:
  ## session initialization session started in the openmarketui/watchtower directory on the main branch. no substantive work was performed during this session - only the session initialization hook was triggered


id: d39d223c-646a-4e31-86c8-4e868cdf90e6
type: fact
source_type: session_end
tags: openmarketui,website,frontend
created_at: 2026-02-28T02:02:51.218Z
updated_at: 2026-02-28T02:02:51.218Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 44304f89-cc10-4539-a3d6-63e887153785
last_accessed: 2026-03-02T06:29:49.205Z
extraction_status: none
content:
  OpenMarketUI website project is located at /home/nicholai/openmarketui and is actively undergoing frontend redesign


id: 2f10181d-0d95-4c3c-b1fb-352212102973
type: decision
source_type: session_end
tags: frontend-design,skill,openmarketui
created_at: 2026-02-28T02:02:51.218Z
updated_at: 2026-02-28T02:02:51.218Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 44304f89-cc10-4539-a3d6-63e887153785
extraction_status: none
content:
  User initiated frontend design work on OpenMarketUI using the /frontend-design skill with visual reference images


id: 1ec1f637-fb20-478a-9f48-f0a8296de979
type: fact
content: A visual mockup was provided showing the desired layout and functionality for a UI change
source_id: openclaw:2026-02-28-frontend-design-for-openmarketui-website:c4ccd0b2ccb85a5c
source_type: openclaw-memory-log
created_at: 2026-02-28T02:02:51.222Z
updated_at: 2026-03-03T22:17:25.328Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 3dd22a5ee5a925b592586a13b65b6358b5090557138099f350c04416a5696348
normalized_content: a visual mockup was provided showing the desired layout and functionality for a ui change
extraction_status: completed
embedding_model: nomic-embed-text-v1.5
extraction_model: haiku
tags:
  openclaw,memory-log,2026-02-28,2026-02-28-frontend-design-for-openmarketui-website,hierarchical-section


id: 87b89850-92bf-4218-8a2c-2b8674ffce42
type: issue
source_type: session_end
tags: signet,memory,architecture,limitation
created_at: 2026-02-28T02:05:17.602Z
updated_at: 2026-02-28T02:05:17.602Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 118a5974-78cb-41fe-ac51-efecb4478dee
extraction_status: none
content:
  Signet memory injection system strips timestamps despite querying `created_at` from database for decay scoring, limiting temporal reasoning in agent context


id: 99aafccb-aaea-493f-81dc-524d81958a6e
type: decision
source_type: session_end
tags: signet,memory,formatting,timestamp
created_at: 2026-02-28T02:05:17.602Z
updated_at: 2026-02-28T02:05:17.602Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 118a5974-78cb-41fe-ac51-efecb4478dee
last_accessed: 2026-03-04T23:53:31.797Z
extraction_status: none
content:
  Memory timestamps should be formatted as compact localized strings (e.g., 'Feb 15, 2026') in all injection points: session start, user prompt submit, and synthesis prompts


id: 6a4bf943-8408-4a9c-b988-55ba7d74f63d
type: fact
source_type: session_end
tags: signet,hooks.ts,session-start-inject,location
created_at: 2026-02-28T02:05:17.602Z
updated_at: 2026-02-28T02:05:17.602Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 118a5974-78cb-41fe-ac51-efecb4478dee
extraction_status: none
content:
  Session start memory injection in packages/daemon/src/hooks.ts (~line 852-854) needs to append formatted date to memory content and tags


id: dcbf3216-10df-4485-b93f-cafe59f56623
type: fact
source_type: session_end
tags: signet,hooks.ts,prompt-submit-inject,location
created_at: 2026-02-28T02:05:17.602Z
updated_at: 2026-02-28T02:05:17.602Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 118a5974-78cb-41fe-ac51-efecb4478dee
extraction_status: none
content:
  User prompt submit memory injection in packages/daemon/src/hooks.ts (~line 1044) needs date formatting in the selected memories map


id: 38ed83d3-d3fc-4517-84b6-f33b05ccb388
type: fact
source_type: session_end
tags: signet,hooks.ts,synthesis-inject,location
created_at: 2026-02-28T02:05:17.602Z
updated_at: 2026-02-28T02:05:17.602Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 118a5974-78cb-41fe-ac51-efecb4478dee
extraction_status: none
content:
  Synthesis prompt in packages/daemon/src/hooks.ts (~line 1379) needs to include formatted dates in memory type-content pairs for LLM context


id: 1cec91b5-ab87-458f-9abf-b6538c7173f8
type: fact
source_type: session_end
tags: signet,timestamp-formatting,helper-function
created_at: 2026-02-28T02:05:17.602Z
updated_at: 2026-02-28T02:05:17.602Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/signet/signetai
session_id: 118a5974-78cb-41fe-ac51-efecb4478dee
last_accessed: 2026-03-04T09:25:48.047Z
extraction_status: none
content:
  formatMemoryDate helper converts ISO date strings using toLocaleDateString('en-US', {month: 'short', day: 'numeric', year: 'numeric'}) for compact temporal context


id: 9790cf64-ea2c-473c-b514-7430232d57d1
type: rationale
source_id: openclaw:2026-02-28-memory-injection-timestamp-enhancement:4378289dc8fde762
source_type: openclaw-memory-log
created_at: 2026-02-28T02:05:17.608Z
updated_at: 2026-02-28T02:06:07.550Z
updated_by: pipeline-v2
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: 05008fe17cb4e19cb58ca5ec037ac20736a0372486982c41dfc046808dd57005
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  Timestamp stripping during memory injection in the Signet daemon undermined temporal reasoning in agent contexts because agents need temporal information to properly contextualize and weight retrieved memories

tags:
  openclaw,memory-log,2026-02-28,2026-02-28-memory-injection-timestamp-enhancement,hierarchical-section

normalized_content:
  timestamp stripping during memory injection in the signet daemon undermined temporal reasoning in agent contexts because agents need temporal information to properly contextualize and weight retrieved memories


id: b6dbb52a-9df4-4d13-8dae-3b8894f3d575
type: fact
source_id: ee974914-38e1-446a-89e1-33d89240c047
source_type: chunk
created_at: 2026-02-28T02:05:18.358Z
updated_at: 2026-02-28T02:05:18.358Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: ba623724d193f9fb82b94df016fadebcbdfe2c84e7d9e5e353fd97f81017c63a
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ### Changes Made All modifications concentrated in `packages/daemon/src/hooks.ts`: 1. **Helper Function**: Added `formatMemoryDate(isoDate: string)` to convert ISO timestamps to compact localized format (e.g., "Feb 15, 2026") 2.

tags:
  openclaw,memory-log,2026-02-28,2026-02-28-memory-injection-timestamp-enhancement,hierarchical-section

normalized_content:
  ### changes made all modifications concentrated in `packages/daemon/src/hooks.ts`: 1. **helper function**: added `formatmemorydate(isodate: string)` to convert iso timestamps to compact localized format (e.g., "feb 15, 2026") 2


id: 37f8d521-1d36-4b40-8807-e028e0fd89e4
type: fact
source_id: ee974914-38e1-446a-89e1-33d89240c047
source_type: chunk
created_at: 2026-02-28T02:05:18.358Z
updated_at: 2026-02-28T02:05:18.358Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: e30d02c1e755c98d1a76d3410ebbca07a3227de3a55e4021c067583af005defb
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  **Session Start Injection** (~line 852-854): Updated memory format from `- ${content}[tags]` to include date suffix 3. **User Prompt Submit Injection** (~line 1044): Modified selected memories map to include formatted dates 4.

tags:
  openclaw,memory-log,2026-02-28,2026-02-28-memory-injection-timestamp-enhancement,hierarchical-section

normalized_content:
  **session start injection** (~line 852-854): updated memory format from `- ${content}[tags]` to include date suffix 3. **user prompt submit injection** (~line 1044): modified selected memories map to include formatted dates 4


id: 23196886-f288-4391-ab92-f67b983a85e9
type: fact
source_id: openclaw:2026-02-28-memory-injection-timestamp-enhancement:7e8100f898587fcb
source_type: openclaw-memory-log
created_at: 2026-02-28T02:05:18.398Z
updated_at: 2026-02-28T02:05:18.398Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: b135ca69450fb4ecbcfc155a82ce650f03c72c12966e2283b53b4cf7645b10c8
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ### Verification Plan - Run `bun run build` and `bun run typecheck` for compilation checks - Test fresh Claude Code session to verify injected context shows dated memories - Verify `[signet:recall]` injection includes timestamps - Confirm synthesis prompts include dated memories if triggered

tags:
[cell repeats an earlier one in this file: 101 characters]

normalized_content:
  ### verification plan - run `bun run build` and `bun run typecheck` for compilation checks - test fresh claude code session to verify injected context shows dated memories - verify `[signet:recall]` injection includes timestamps - confirm synthesis prompts include dated memories if triggered


id: 5c8541fe-277f-4ce1-aee5-c3231438c507
type: decision
source_type: session_end
tags: openmarketui,frontend,ui-design,refactoring
created_at: 2026-02-28T02:05:47.869Z
updated_at: 2026-02-28T02:05:47.869Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /home/nicholai/openmarketui
session_id: 283211ca-82dd-414a-bb92-eb58bd0d1b46
last_accessed: 2026-03-02T06:29:49.205Z
extraction_status: none
content:
  The OpenMarketUI website at /home/nicholai/openmarketui has duplicate or closely related sections that should be consolidated into one section for better information architecture


id: 0eb85ffe-687a-460a-b5a5-f06d0dd9899c
type: fact
source_id: openclaw:2026-02-28-openmarketui-website-section-consolidation:df85e5a5a9413402
source_type: openclaw-memory-log
created_at: 2026-02-28T02:05:47.873Z
updated_at: 2026-02-28T02:05:47.873Z
updated_by: openclaw-memory
vector_clock: {}
who: openclaw-memory
why: explicit
content_hash: f5493a5eeacb1c39e8e4962c3bc01c2bd6489d581534b647d9990a393244ce06
extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  ## OpenMarketUI Website Section Consolidation Nicholai started a session in the OpenMarketUI project and identified a UI refactoring task: two sections of the website need to be merged into a single consolidated section. The user provided a screenshot indicating which sections should be combined. This is the opening phase of the task—the specific sections and implementation approach have not yet been discussed.

tags:
  openclaw,memory-log,2026-02-28,2026-02-28-openmarketui-website-section-consolidation,hierarchical-section

normalized_content:
  ## openmarketui website section consolidation nicholai started a session in the openmarketui project and identified a ui refactoring task: two sections of the website need to be merged into a single consolidated section. the user provided a screenshot indicating which sections should be combined. this is the opening phase of the task—the specific sections and implementation approach have not yet been discussed


id: cca506b8-2c9e-4aaf-8060-b463809a4918
type: fact
source_type: session_end
tags: project,portfolio,domain,dark-mode
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  NukeFX portfolio site domain is nukefx.com, built for Parth Gupta (VFX creative director at Pixomondo), targeting dark mode as primary experience with light mode as secondary.


id: a4b33742-5c8f-428c-9a16-30a086570683
type: decision
source_type: session_end
tags: design,typography,fonts
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  Typography system uses Libre Baskerville for headings (serif, editorial weight), Poppins for body text (sans, clean modern), and IBM Plex Mono for code/technical details; imported via @fontsource and @fontsource-variable.


id: 6a6d0221-67a6-4c0e-879f-e5cf3d0483c2
type: decision
source_type: session_end
tags: design,color,oklch,dark-mode
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  Color palette uses oklch color space with warm amber/reddish tones, explicitly replacing default shadcn grayscale; provides both :root and .dark theme blocks.


id: e76c5dea-3b51-4ded-b927-07309477fa2d
type: decision
source_type: session_end
tags: animation,gsap,interaction
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  GSAP ScrollTrigger and parallax animations are core interaction patterns; scroll-triggered reveals and hover-play on project cards; motion is restrained elsewhere to avoid gimmickry.


id: 0953ac06-239e-465f-9410-38089dc1855e
type: fact
source_type: session_end
tags: architecture,content,astro
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  Content structure uses Astro 5 Content Layer with two collections: Projects (with fields for title, client, category enum, thumbnail, heroVideo, featured, credits, gallery, draft) and Blog (standard markdown with pubDate, tags, category).


id: 50683c04-573a-4335-9b97-1cb071dbf461
type: decision
source_type: session_end
tags: design,anti-pattern,portfolio
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  The NukeFX site explicitly rejects retro design patterns: no custom cursor, no pixel shadows, no scanlines/CRT effects. This is an elegant editorial portfolio focused on showcasing work, not a gaming aesthetic.


id: 80908249-d090-4bfa-a414-378ef96f5935
type: fact
source_type: session_end
tags: contact-form,email,security
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  Contact form integrates Resend for email delivery; form includes honeypot field (_honey input hidden and aria-hidden) for spam prevention, plus rate limiting via Cloudflare.


id: 3c281759-24af-4170-9304-28d1921cbb47
type: fact
source_type: session_end
tags: deployment,cloudflare,wrangler
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  Deployment targets Cloudflare Pages via Wrangler with Node.js compat flag; wrangler.jsonc includes observability enabled, CONTACT_EMAIL var, and pages_build_output_dir pointing to ./dist.


id: b01ecc60-a28b-4c8e-ac7b-c8431b5a87e5
type: decision
source_type: session_end
tags: components,react,animation
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  ProjectCard and ProjectGrid components use client-side filtering by category via React useState; ProjectCard features image default with video fade-in on hover (desktop), GSAP scroll reveal, and stagger animation in grid.


id: ddf60ae1-08fd-4ee1-be90-88872a2d88f6
type: fact
source_type: session_end
tags: components,react,accessibility
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  BeforeAfter component implements drag-to-reveal with clip-path, no external deps, touch and mouse support, respects prefers-reduced-motion.


id: fcf42443-7588-4c8b-aa68-26bd17ed0505
type: pattern
source_type: session_end
tags: dark-mode,performance,ux
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  Dark mode initialization uses inline script that reads localStorage before first paint to prevent flash of unstyled content; ThemeToggle persists choice.


id: 2cc5131f-1e09-46eb-803c-469a1af13aab
type: fact
source_type: session_end
tags: layout,gsap,astro,animations
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  Layout.astro includes GSAP init script with initRevealAnimations() and initParallax() from src/lib/animations.ts, re-initialized on astro:after-swap for View Transitions compatibility.


id: d403922b-be6f-42b0-8025-e03b5f88fa86
type: fact
source_type: session_end
tags: components,video,hero
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  VideoHero component features full-viewport autoplay video with poster image for fast first paint, gradient overlay for text legibility, parallax effect via GSAP inline script.


id: 7be69594-0cad-4085-bc7a-196af3645971
type: fact
source_type: session_end
tags: components,navigation,responsive
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  Navigation uses fixed header with backdrop-blur and semi-transparency; mobile nav via MobileNav React component with shadcn Sheet for slide-out drawer, triggered at max-width 768px.


id: c0a12b88-586a-4119-b029-3b67817aa1f0
type: pattern
source_type: session_end
tags: seo,head,metadata
created_at: 2026-02-28T02:07:10.095Z
updated_at: 2026-02-28T02:07:10.095Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/parth/parth-website
session_id: 3750659c-a7af-48c6-b573-9a2604c428e7
extraction_status: none
content:
  BaseHead.astro follows reference pattern with charset, viewport, favicon set, Google Fonts preconnect, canonical URL, RSS alternate, OG tags, Twitter cards, and optional article metadata.


id: 174abb68-072b-4e43-b46a-b84ec97c52b5
type: fact
source_id: 4e73d1e8-a63e-46c3-9baa-168e19c24cbe
source_type: chunk
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content:
  ## Parth Gupta NukeFX Portfolio Website — Implementation Plan Session began with a comprehensive 9-phase implementation plan for building a cinematic, video-first portfolio site for Parth Gupta, a VFX creative director known for work with Post Malone, Pixomondo, Coinbase, and other major clients.

tags:
  openclaw,memory-log,2026-02-28,2026-02-28-parth-gupta-nukefx-portfolio-website-implementatio,hierarchical-section

normalized_content:
  ## parth gupta nukefx portfolio website — implementation plan session began with a comprehensive 9-phase implementation plan for building a cinematic, video-first portfolio site for parth gupta, a vfx creative director known for work with post malone, pixomondo, coinbase, and other major clients


id: e8475e8a-1ab7-4db8-b822-82d4b5c7d342
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source_id: 4e73d1e8-a63e-46c3-9baa-168e19c24cbe
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created_at: 2026-02-28T02:07:10.123Z
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extraction_status: completed
embedding_model: nomic-embed-text
extraction_model: haiku
content:
  The site targets nukefx.com with dark mode as the primary experience. **Tech Stack**: Astro 5 + React 19 + Tailwind 4 + GSAP ScrollTrigger + Cloudflare Pages deployment. The project already has scaffolding in place; this session focused on planning the full build path.

tags:
  openclaw,memory-log,2026-02-28,2026-02-28-parth-gupta-nukefx-portfolio-website-implementatio,hierarchical-section

normalized_content:
  the site targets nukefx.com with dark mode as the primary experience. **tech stack**: astro 5 + react 19 + tailwind 4 + gsap scrolltrigger + cloudflare pages deployment. the project already has scaffolding in place; this session focused on planning the full build path


id: 247697b7-7bcd-42a8-bed3-42ae069e3c3c
type: fact
source_id: 4e73d1e8-a63e-46c3-9baa-168e19c24cbe
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created_at: 2026-02-28T02:07:10.123Z
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embedding_model: nomic-embed-text
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content:
  **Design Direction**: Cinematic and editorial—dark, moody, generous negative space where the work speaks for itself. Typography uses Libre Baskerville for headings (editorial weight), Poppins for body (clean modern), IBM Plex Mono for technical details.

tags:
  openclaw,memory-log,2026-02-28,2026-02-28-parth-gupta-nukefx-portfolio-website-implementatio,hierarchical-section

normalized_content:
  **design direction**: cinematic and editorial—dark, moody, generous negative space where the work speaks for itself. typography uses libre baskerville for headings (editorial weight), poppins for body (clean modern), ibm plex mono for technical details


id: 83e9283f-e3fb-407f-8446-e2cf3d2dd317
type: fact
source_id: 4e73d1e8-a63e-46c3-9baa-168e19c24cbe
source_type: chunk
created_at: 2026-02-28T02:07:10.123Z
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updated_by: openclaw-memory
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who: openclaw-memory
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extraction_status: completed
embedding_model: nomic-embed-text
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content:
  Color palette is a warm amber/reddish oklch scheme, not the default shadcn grayscale. Motion is controlled: GSAP parallax on hero video and scroll-triggered reveals, with hover-play on project cards; restraint elsewhere to avoid gimmickry.

tags:
[cell repeats an earlier one in this file: 113 characters]

normalized_content:
  color palette is a warm amber/reddish oklch scheme, not the default shadcn grayscale. motion is controlled: gsap parallax on hero video and scroll-triggered reveals, with hover-play on project cards; restraint elsewhere to avoid gimmickry


id: dd078252-5edf-4542-baff-b30578b11f09
type: fact
source_id: 4e73d1e8-a63e-46c3-9baa-168e19c24cbe
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created_at: 2026-02-28T02:07:10.123Z
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content:
  **Key Architectural Decisions**: - Video-first approach: hover-play thumbnails, fullscreen showreel hero, before/after sliders for VFX work - Content via Astro 5 Content Layer with Projects and Blog collections - Contact form with Resend email integration and honeypot validation - Cloudflare Wrangler for Pages deployment with Node.js compat flag - View Transitions compatibility baked in from the start **No retro effects**: Explicitly rejected custom cursor, pixel shadows, scanlines, or CRT styling—this is an elegant editorial portfolio, not a gaming site.

tags:
[cell repeats an earlier one in this file: 113 characters]

normalized_content:
  **key architectural decisions**: - video-first approach: hover-play thumbnails, fullscreen showreel hero, before/after sliders for vfx work - content via astro 5 content layer with projects and blog collections - contact form with resend email integration and honeypot validation - cloudflare wrangler for pages deployment with node.js compat flag - view transitions compatibility baked in from the start **no retro effects**: explicitly rejected custom cursor, pixel shadows, scanlines, or crt styling—this is an elegant editorial portfolio, not a gaming site


id: acd16ef3-10f0-40f3-a7cd-5e402872a3c3
type: fact
source_id: 4e73d1e8-a63e-46c3-9baa-168e19c24cbe
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created_at: 2026-02-28T02:07:10.123Z
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who: openclaw-memory
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content:
  **Open threads**: Implementation begins with Phase 0 (dependencies and config), followed by design system, layouts, navigation, content collections, component build-out, page creation, blog infrastructure, and contact system.

tags:
[cell repeats an earlier one in this file: 113 characters]

normalized_content:
  **open threads**: implementation begins with phase 0 (dependencies and config), followed by design system, layouts, navigation, content collections, component build-out, page creation, blog infrastructure, and contact system


id: 198e305c-26db-4993-93ed-8c698e176656
type: fact
source_type: session_end
tags: ig-wholesale,make,automation
created_at: 2026-02-28T02:08:01.507Z
updated_at: 2026-02-28T02:08:01.507Z
updated_by: legacy
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who: claude-code
project: /mnt/work/dev/ig-wholesale-automation
session_id: b1454016-58b6-4248-b667-aaa8cbc788b1
extraction_status: none
content:
  IG DM Wholesale Automation uses 5 Make scenarios: (1) new-reply-processor with intent classification and routing, (2) info-collector for email/address extraction, (3) shopify-draft-order creation with starter pack templates, (4) payment-detector on draft order completion, (5) follow-up-engine for invoice reminders and reorder nudges


id: 01e41471-3301-43da-afde-c2567fd9c0bb
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source_type: session_end
tags: ig-wholesale,airtable,schema
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project: /mnt/work/dev/ig-wholesale-automation
session_id: b1454016-58b6-4248-b667-aaa8cbc788b1
extraction_status: none
content:
  Airtable base for IG wholesale project has 5 core tables: Retailers (with 7 pipeline stages: DM Sent → Interested → Brandboom Sent → Needs Recommendation → Draft Order Sent → Paid → Reorder), Orders, Message Log, Follow-up Queue, Automations Log; includes kanban board, follow-up, draft order readiness, and error views


id: fcb56326-2888-4869-b85e-ab1e7b8b4e3c
type: fact
source_type: session_end
tags: ig-wholesale,shopify,templates
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session_id: b1454016-58b6-4248-b667-aaa8cbc788b1
extraction_status: none
content:
  Shopify starter pack templates for IG wholesale project include 3 tiers (Best Sellers, New Arrivals, Full Range Sample) with size runs, quantity distributions, and tiered pricing; template variant IDs and SKUs are placeholders that must be populated with real Shopify product data before deployment


id: e49a03a2-007f-44d5-abb0-3c3e1d756ac8
type: fact
source_type: session_end
tags: ig-wholesale,openai,prompts
created_at: 2026-02-28T02:08:01.507Z
updated_at: 2026-02-28T02:08:01.507Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/ig-wholesale-automation
session_id: b1454016-58b6-4248-b667-aaa8cbc788b1
extraction_status: none
content:
  Intent classifier prompt in IG wholesale project uses temperature 0.1 with 5 categories (interested, needs_recommendation, ready_to_order, info_request, other), 10 few-shot examples, and confidence scoring with priority ranking for ambiguous intents


id: 362b915e-e7a1-486c-bd00-477be8b24072
type: fact
source_type: session_end
tags: ig-wholesale,openai,prompts
created_at: 2026-02-28T02:08:01.507Z
updated_at: 2026-02-28T02:08:01.507Z
updated_by: legacy
vector_clock: {}
who: claude-code
project: /mnt/work/dev/ig-wholesale-automation
session_id: b1454016-58b6-4248-b667-aaa8cbc788b1
extraction_status: none
content:
  Info extractor prompt in IG wholesale project uses temperature 0.0 for deterministic extraction of email and shipping address from DM text, with merge logic for partial info across messages and missing_fields tracking


id: fd6515f4-a2f5-446d-945a-390e2a29180e
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source_type: session_end
tags: ig-wholesale,openai,prompts
created_at: 2026-02-28T02:08:01.507Z
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project: /mnt/work/dev/ig-wholesale-automation
session_id: b1454016-58b6-4248-b667-aaa8cbc788b1
extraction_status: none
content:
  DM drafter prompt in IG wholesale project uses temperature 0.5 with on-brand voice guidelines, guardrails for escalation vs auto-reply, and 4 few-shot examples; recommendation engine uses temperature 0.7 with 3 starter pack tiers and margin pitch inclusion


id: ec099829-eeb3-425b-a58f-b183237fd0d0
type: fact
source_type: session_end
tags: ig-wholesale,manychat,compliance
created_at: 2026-02-28T02:08:01.507Z
updated_at: 2026-02-28T02:08:01.507Z
updated_by: legacy
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who: claude-code
project: /mnt/work/dev/ig-wholesale-automation
session_id: b1454016-58b6-4248-b667-aaa8cbc788b1
extraction_status: none
content:
  IG wholesale automation explicitly restricts first DM to manual-only outreach; ManyChat flow handles inbound reply routing only, respecting Instagram's 24-hour messaging window for compliance


id: bf0366f4-6cdb-4158-ab4d-eed782b0238d
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source_type: session_end
tags: ig-wholesale,shopify,webhooks
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session_id: b1454016-58b6-4248-b667-aaa8cbc788b1
extraction_status: none
content:
  IG wholesale project payment detection triggers on Shopify draft_orders/update webhook with status=completed; updates Airtable pipeline to Paid, cancels pending invoice reminders, and creates +30 day reorder reminder


id: 1ba56ea0-4b3d-4da2-9314-0a9c03c9a515
type: fact
source_type: session_end
tags: ig-wholesale,automation,follow-ups
created_at: 2026-02-28T02:08:01.507Z
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updated_by: legacy
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who: claude-code
project: /mnt/work/dev/ig-wholesale-automation
session_id: b1454016-58b6-4248-b667-aaa8cbc788b1
extraction_status: none
content:
  IG wholesale follow-up engine sends 3 invoice reminders at 3-day intervals for unpaid orders, and reorder nudges every 45 days starting 30 days after payment; runs daily at 10 AM sweep


id: a3aff05e-c8dc-4257-9436-08c5eaf0a73a
type: fact
source_type: session_end
tags: ig-wholesale,documentation,setup
created_at: 2026-02-28T02:08:01.507Z
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session_id: b1454016-58b6-4248-b667-aaa8cbc788b1
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content:
  IG wholesale project SETUP.md includes 6-step setup guide, 3-phase testing checklist (individual components, end-to-end, edge cases), go-live checklist, and ongoing maintenance schedule


