# session_scores

id: e1ec3663-3d7e-4865-9a58-9fca671a919f
session_key: 99f4365b-5c47-4b99-a0a5-d6dfa259c7c3
project: /home/nicholai/signet/signetai/web
harness: claude-code
created_at: 2026-02-23T16:54:40.017Z
reasoning:
  Pre-loaded identity files (IDENTITY.md, SOUL.md, USER.md, MEMORY.md) were directly relevant but completely unused. The assistant failed to reference or adopt the pre-loaded identity (Mr. Claude) and instead identified as Qwen. This created confusion for the user who expected Mr. Claude but got a different AI system. While no technical work occurred so the user didn't have to re-explain technical context, the core identity/persona context was ignored despite being explicitly available. High relevance but zero utilization = low score.


id: a6a4694d-e0f5-4d3c-b26b-7e54104eac85
session_key: ada6f82b-bf47-4003-9e09-d53ca292ed44
project: /home/nicholai/signet/signetai/web
harness: claude-code
created_at: 2026-02-23T17:03:25.523Z
reasoning:
  Session ritual (VISION.md) was correctly referenced from memory, showing the assistant followed documented procedures. However, the session was extremely brief and cryptic (user responses: 'so read it?', 'grep it?'), appearing to be a procedural test rather than substantive work. Assistant appropriately asked for clarification on vague requests. No memory gaps manifested because no real development work occurred. Moderate score reflects correct procedure following but insufficient session length to evaluate true memory utility.


id: 5af6be98-9af1-4aaf-bcd3-e7408549fa90
session_key: 00cfb353-3343-4ed6-bc8b-1125faaa9c61
project: /home/nicholai/signet/signetai/web
harness: claude-code
created_at: 2026-02-23T17:13:06.390Z
reasoning:
  Pre-loaded memories were heavily focused on OpenCode plugin integration, embeddings optimization, and main signetai project work (core/daemon/CLI). The session was in the website subproject (/signetai-web/), which is a separate concern. While TypeScript discipline and UI component guidelines (shadcn-svelte) from memories could apply, no website-specific context was available (Astro structure, website architecture, website-specific recent work). User had to repeat their codebase review request once after a tool error. Session was too brief and tool-constrained to fully assess, but the memory mismatch (wrong project context) significantly reduced utility.


id: 73b0fbc7-62da-42b8-801c-8aab328fd0fa
session_key: cbc7fef3-3c68-4568-957a-f32715076c5b
project: /home/nicholai/signet/signetai/web
harness: claude-code
created_at: 2026-02-23T17:20:43.651Z
reasoning:
  The pre-loaded memories (especially the comprehensive CLAUDE.md project documentation and MEMORY.md context about recent work) were highly relevant to the requested codebase review task. They contained exactly the structural information, package responsibilities, and recent development context needed. However, the session aborted before the Explore agent could execute, so the memories never actually got leveraged. The user required no re-explanation (first request of session), but the lack of actual work means the memories' effectiveness is largely theoretical. Score reflects well-organized, relevant context that failed to be utilized due to a tool failure rather than memory gaps.


id: 334bfe03-e7e9-4853-8bbe-86a8369d8fdf
session_key: decf8e9e-0aab-41ef-9f1e-b00620656516
project: /home/nicholai/signet/signetai
harness: claude-code
created_at: 2026-02-23T18:19:49.073Z
reasoning:
  Pre-loaded memories were highly relevant and covered the session's core context: (1) shadcn-svelte switch/textarea components needed for scheduled tasks, (2) the correct installation command format, and (3) the 'inherit' model configuration issue that caused the exact failure encountered. No context needed re-explanation. The only gap is that the model-config memory documents the problem but not the resolution, leaving the session without a clear path forward.


id: 239ac89c-e766-4b3d-a2c5-3d5f6daeb310
session_key: 9fbc5ee8-9703-4af2-aa57-bead58f15527
project: /home/nicholai/signet/signetai
harness: claude-code
created_at: 2026-02-23T19:47:00.251Z
reasoning:
  Memories were highly relevant — scheduled tasks table design, worker polling pattern, Bun.spawn details, kanban layout, daemon startup integration, and TypeScript discipline all directly applied. No re-explanation visible in transcript. Minor gap: memories frame the feature as implemented (past tense), while session reads as planning phase (future work). Memories captured implementation details perfectly, but the session shows planning output rather than interactive memory use.


id: 063afeac-6d31-4a90-8177-fd2e77ef8dea
session_key: af10e4b4-680b-4fb0-b9b9-8393f0996a15
project: /home/nicholai/signet/signetai
harness: claude-code
created_at: 2026-02-23T20:37:12.503Z
reasoning:
  Pre-loaded memories were highly relevant and directly addressed the session focus. The memory about '@signet/adapter-openclaw failing to publish because npm org is signetai' was the exact issue being worked on, and the memory detailing which files needed updating for the scope rename provided clear guidance. The assistant correctly understood the problem context without re-explanation. No novel context needed to be introduced—the user didn't have to re-explain the motivation or what changes were required. Score not higher only because the session was incomplete (ended at grep results) so implementation adequacy couldn't be fully verified, and some granular implementation details might have been missing for a complete solution.


id: 5c5a8b79-034f-4863-9064-468ee3d4f9ab
session_key: 9bd3c76d-fc86-4614-9023-c67acbc9fb59
project: /home/nicholai/signet/signetai
harness: claude-code
created_at: 2026-02-23T20:42:59.837Z
reasoning:
  Pre-loaded memories provided general monorepo architecture and package structure (minimally relevant), but completely failed to address the actual session focus: linting strategy, Biome configuration errors, and formatting issues. User discovered and reported biome.json configuration problems, JSON formatting discrepancies, and incomplete linting results without prior guidance. Memories contained architectural docs (migrations, API endpoints, package responsibilities) that were irrelevant to a lint/format debugging session. Key gaps: no guidance on handling reference package errors vs main workspace, no Biome configuration best practices, no strategy for incomplete linting runs.


id: 4a274976-6f12-48b7-b2db-1290a600de2c
session_key: 4d0e062a-58dc-4ee1-a44a-d65b2d748788
project: /mnt/work/obsidian-vault/nextcloud/personal/highground
harness: claude-code
created_at: 2026-02-24T03:23:04.431Z
reasoning:
  Pre-loaded memories were entirely focused on signetai project architecture (OpenCode plugin integration, embeddings optimization, scheduled tasks, database schema) and were completely irrelevant to this session's document conversion task in the highground obsidian vault directory. Session involved no signetai code, no architectural decisions, and no git operations—just PDF/DOCX/image to markdown conversion. Memories provided zero context help, but user also didn't need to re-explain anything since the task was self-contained and straightforward.


id: 4d503efd-f478-452c-b1d7-d2c178fa4a47
session_key: 7989fa47-3cae-4216-aef6-16bea19bccda
project: /home/nicholai
harness: claude-code
created_at: 2026-02-24T03:55:26.324Z
reasoning:
  Session was a brief SSH connectivity check to the solvr mac mini. Only one pre-loaded memory was tangentially relevant: the mention of 'buba' (openclaw bot on mac mini). However, memories provided no specific information about SSH access, expected services, or mac mini configuration—all details that would have been helpful for troubleshooting. The user didn't need to re-explain anything since the task was straightforward, but memories offered minimal actual value for this particular session.


id: 414d1d39-348e-4d21-bf36-080c7caad3b3
session_key: ca08b80b-05e2-4f2e-86a3-a9093c41dc37
project: /home/nicholai/signet/signetai
harness: claude-code
created_at: 2026-02-24T04:19:49.158Z
reasoning:
  This session consisted solely of a startup hook and /clear command with no substantive work or discussion. No memories were invoked because no technical context, questions, or problems were presented. The session provides zero data points to evaluate memory relevance or gaps—memories had no opportunity to be tested. Score reflects inability to assess value rather than poor performance.


id: c91faaee-9c35-4bdd-a472-9a7e38c8e600
session_key: 1790d472-cdee-4f1e-90f7-7f2f1af7e9b6
project: /home/nicholai
harness: claude-code
created_at: 2026-02-24T05:28:15.334Z
reasoning:
  Pre-loaded memories were comprehensive and project-relevant (Signetai architecture, Nicholai's profile, active projects), but this session was a meta-session — loading the onboarding skill itself rather than performing actual work. The memories would be immediately useful in the next turn when onboarding questions begin, but weren't actively referenced during skill initialization. No re-explanation was needed and no gaps emerged, but the memories didn't actively serve this particular moment either. Score reflects good preparation that wasn't deployed in this specific context.


id: 02e7205f-54da-48f2-955e-5f3686b26f53
session_key: 94c2b913-632f-4376-9775-512be404b400
project: /mnt/work/obsidian-vault/nextcloud/personal/highground
harness: claude-code
created_at: 2026-02-24T05:44:22.135Z
reasoning:
  Pre-loaded memories focused entirely on Signetai infrastructure work (plugin integration, dashboard optimization, package structure), while this session involved evaluating an ad prediction system proposal for the HighGround project—a completely different context. Zero memory overlap with the actual task. User managed fine starting fresh, but that reflects task independence rather than memory effectiveness. Gap: no prior context stored about HighGround, Jake's proposals, or ad prediction work.


id: 3b376d1e-f4df-4acf-a26d-ea8c21a8c59b
session_key: 6aef3812-1559-469a-948a-d8785a371393
project: /mnt/work
harness: claude-code
created_at: 2026-02-24T07:01:48.656Z
reasoning:
  Session was about Houdini Linux installation research — completely outside the scope of pre-loaded Signetai project memories. While no memories were relevant and nothing was re-explained, this was an isolated research task rather than work on any tracked project. The extensive Signetai context (architecture, packages, dashboard, connectors, workflows) was entirely unused. This is a scope mismatch rather than a memory system failure — the session simply wasn't related to any tracked development.


id: b9803d34-2cda-4899-91ae-0bda5440339d
session_key: 57679b27-988d-458c-98a2-27a3eafdbd86
project: /home/nicholai/signet/signetai
harness: claude-code
created_at: 2026-02-24T08:01:36.156Z
reasoning:
  Pre-loaded memories directly addressed the core issue: OpenClaw memory slot conflict was documented with exact solution (set plugins.slots.memory: "signet-memory-openclaw"), and the native memorySearch conflict was also in memory. Project architecture, package structure, and connector system context were all present. Session moved straight into implementation without re-explanation. Only novel element was specific line numbers and migration implementation details revealed by code inspection, which is expected and not a memory gap.


id: a164dd40-2b15-4c90-bfd7-b5fe2b7d2908
session_key: e5af3f54-89b9-4af8-a456-d24e9cc7bd76
project: /home/nicholai/signet/signetai
harness: claude-code
created_at: 2026-02-24T08:07:31.428Z
reasoning:
  Pre-loaded memories covered the session almost perfectly. The detailed 'Memory Content Size Guardrails Implementation' memory contained the exact plan being discussed, with all technical specifications, file paths, and implementation details already documented. Signet architecture and project structure memories were relevant context. No re-explanation was needed. Minor deduction only because the transcript was partially truncated in the session context, though this didn't impact the actual coding work.


id: ddb43642-2027-4cbf-be5b-4936c3276665
session_key: 1464e844-f99d-4f23-8149-e123d8b2dac7
project: /home/nicholai/signet/signetai
harness: claude-code
created_at: 2026-02-24T08:10:28.538Z
reasoning:
  Session was pure initialization with no substantive work performed. Memories loaded successfully but couldn't demonstrate usefulness since no tasks were executed, questions asked, or context needed. This is a degenerate case — can't evaluate memory effectiveness without actual work to support.


id: ba1d8a06-7b7e-456e-875a-3160d47a4787
session_key: a2ba0f65-644c-4192-ad10-d9d098b27144
project: /home/nicholai
harness: claude-code
created_at: 2026-02-24T08:13:05.301Z
reasoning:
  The 'Disk Space Diagnosis Session' memory was technically relevant and documented the critical context (100% full, 526G used, 1.5G free) and the constraint (plan mode preventing destructive ops). However, the memory recorded an incomplete investigation rather than actionable remediation guidance. The session appears to have restarted diagnostic exploration without leveraging the prior findings. The working memory was entirely off-topic (Signetai project development), providing zero useful context for disk cleanup work. The memory system captured what happened previously but didn't effectively inform or accelerate this follow-up session.


id: 2b7a37a9-6d2c-43cf-8aa0-4dac2be586c3
session_key: 8f7bb914-19de-404b-a53d-ac1eeeef710d
project: /home/nicholai
harness: claude-code
created_at: 2026-02-24T08:14:02.774Z
reasoning:
  Session occurred 2026-02-21, pre-loaded memories are dated 2026-02-24. The 'Running TeichAI Qwen3-14B' memory is actually a post-session summary of this exact conversation, not a pre-loaded memory available during the session. No prior context was needed during this session—the user introduced the task fresh and the assistant handled it well without relying on pre-loaded information. Score reflects temporal unavailability, not quality of memory content.


id: 138d344e-64cc-43be-9643-23a2d5c109a3
session_key: 7206347f-5dbd-47c2-a94d-50ee27606647
project: /mnt/work/dev/Youtube-To-Audio-Converter-for-Mac
harness: claude-code
created_at: 2026-02-24T08:18:23.330Z
reasoning:
  The YouTube Converter Tauri v2 memory was highly relevant and captured all essential context: architecture (Tauri v2, vanilla HTML/CSS, Rust backend), implementation plan with specific task breakdown, dependencies, color scheme, and verification steps. The session transcript shows the user executing the approved plan without needing to re-explain architectural decisions or context. No evidence of redundant explanation. Minor deduction from perfect 1.0 because transcript is truncated (last 4000 chars) and doesn't show full session flow, though the captured memory appears complete for the work being done.


id: f3227653-95d2-4169-8063-f8184f970b6d
session_key: 85a4154a-829a-45f8-898c-a28cbbc1c93d
project: /home/nicholai/signet/signetai
harness: claude-code
created_at: 2026-02-24T08:23:29.415Z
reasoning:
  Pre-loaded memory was highly relevant and comprehensive. The 'Embedding Health Check Feature Plan' memory covered architecture (new module, seven checks, scoring), implementation tasks (5 detailed steps), dashboard integration, types, endpoint specs, and UI design. User required zero re-explanations of foundational concepts. Score is 0.90 rather than higher only because minor implementation details would naturally emerge during actual coding, but all planning/specification context was provided.


id: 30f10367-8e89-44c1-936e-0f3c04719922
session_key: e6d40e80-f375-4c98-ba48-8c0716031799
project: /home/nicholai
harness: claude-code
created_at: 2026-02-24T09:40:22.495Z
reasoning:
  Pre-loaded memories provided basic foundational context (OpenClaw runs on Mac Mini via buba, user environment is Arch/Hyprland) but lacked OpenClaw-specific technical knowledge. Critical gaps: no config directory structure, no token/env variable patterns, no prior notes about OpenClaw configuration management. The session was investigating from scratch rather than building on existing understanding. One item required re-explanation (Discord token reset). Memories helped identify the platform but not the task mechanics.


id: 66a82254-cee1-4801-9198-b0d1afdc034d
session_key: 555f0e53-b1d9-4589-b3ef-e7f348eeecae
project: /mnt/work/dev/client-work/martine-vogel/compass/compass
harness: claude-code
created_at: 2026-02-24T09:40:56.637Z
reasoning:
  Memory provided basic project context (Compass location and purpose as PM tool), but lacked architectural details needed for this session. User had to explain: (1) the HPS/core separation strategy and refactoring goal, (2) what domain logic needed decoupling. No prior analysis of schema, components, or server action structure was cached. Memory enabled quick project identification but didn't reduce exploration scope significantly. A more useful memory would have captured prior architectural discussions or known coupling points.


id: 8479782e-ce86-4273-9cdb-f9b975f89738
session_key: 8679ccb5-5599-4e01-be79-169235e54bce
project: /mnt/work/dev/client-work/martine-vogel/compass/compass
harness: claude-code
created_at: 2026-02-24T09:41:36.120Z
reasoning:
  Memories correctly identified Compass project location and basic purpose, but contained zero technical details about the actual architecture (Next.js 15, React 19, Cloudflare Workers deployment, 50+ components, dependencies like shadcn/ui/TipTap/Recharts/AI SDK v6). The assistant had to rebuild the entire project model from scratch to answer the Svelte migration question. While the user didn't need to re-explain (they asked a clean question), the memories failed to provide the substantive architectural context that would have made the analysis faster or better informed.


id: 0167c170-36c9-4aaf-8f5a-a3cb321492ab
session_key: ea5860ab-368c-47ec-bd0e-421bacb49c3a
project: /home/nicholai/signet/signetai
harness: claude-code
created_at: 2026-02-24T10:00:31.938Z
reasoning:
  Session performed no substantive work—only initialization (SessionStart hook, /usage command, status dialog). No code was read, modified, or discussed. Memories were comprehensively pre-loaded and well-organized (OpenCode plugin status, embeddings optimization, project structure, CLAUDE.md), but no actual task work occurred where memory context would have been tested or applied. This is a null session for evaluating memory performance.


id: 80449541-b38d-4c62-a9b9-6ae6b70621a8
session_key: 6db03ccd-ec78-43c4-a3a1-badba667f578
project: /home/nicholai/proton-mcp
harness: claude-code
created_at: 2026-02-24T10:24:30.035Z
reasoning:
  Pre-loaded memories were entirely focused on the Signet project (architecture, OpenCode plugin integration, dashboard performance). This session was about setting up proton-mcp (ProtonMail MCP server), a completely unrelated project. Only the generic user profile (Nicholai is a developer) proved marginally relevant. Everything about the proton-mcp project—purpose, setup requirements, Python venv, ProtonBridge integration, Claude Desktop configuration—had to be researched and explained from scratch. The session had zero continuity with prior Signet work.


id: 8ecb64f8-e9cb-4180-acc3-52d506b26300
session_key: 6db03ccd-ec78-43c4-a3a1-badba667f578
project: /home/nicholai
harness: claude-code
created_at: 2026-02-24T10:45:50.638Z
reasoning:
  Pre-loaded memories were heavily focused on Signetai project internals and architecture, but this session was about setting up an entirely unrelated external project (proton-mcp). Only general development preferences (bun package manager, project structure patterns) carried over; the entire ProtonMail MCP server scope, features, setup requirements, and dependencies had to be introduced fresh. Memories provided no actionable context for this session, though they weren't harmful—just domain-shifted.


id: 3cb1a134-541e-440b-b88e-9d6655176d42
session_key: 6db03ccd-ec78-43c4-a3a1-badba667f578
project: /home/nicholai
harness: claude-code
created_at: 2026-02-24T11:02:58.229Z
reasoning:
  Session was entirely about setting up a new external tool (Proton MCP server for ProtonMail integration). All pre-loaded memories were focused on the Signet project architecture and codebase. No Proton MCP context existed in memory, and all information in the session was novel. While the user didn't need to re-explain existing assumptions, the memories provided zero relevant guidance for this task.


id: 7f261ce7-0da0-4d39-873e-4681d907ac2c
session_key: 6db03ccd-ec78-43c4-a3a1-badba667f578
project: /home/nicholai
harness: claude-code
created_at: 2026-02-24T11:05:06.753Z
reasoning:
  Pre-loaded memories were entirely signetai-focused (VISION.md, OpenCode plugin, embeddings optimization, monorepo architecture). The user began work on a completely separate project (proton-mcp, an MCP server for ProtonMail) that wasn't mentioned in USER.md or any project memory. Zero practical context applied to the actual task. Only generic personality guidelines (Mr. Claude's tone/style) had minor relevance. No explanation gap yet since session was early-stage research, but memories provide no foundation for this new project.


id: f3def849-eb72-4a4d-8d32-dc355014142c
session_key: 6db03ccd-ec78-43c4-a3a1-badba667f578
project: /home/nicholai
harness: claude-code
created_at: 2026-02-24T11:06:51.690Z
reasoning:
  Pre-loaded memories were heavily skewed toward OpenCode plugin integration and embeddings view optimization work from Feb 23, which had zero relevance to this session's ProtonMail MCP server setup. One memory about ProtonMail MCP was pre-loaded and did provide useful baseline context, but the majority of available context (90%+) was about unrelated signetai projects. User still needed to fetch and explain the proton-mcp repository overview, indicating the relevant memory wasn't prominent enough or detailed enough. Overall: one good memory in a sea of irrelevant context.


id: f24ada4d-7873-4cc3-9653-9ff1b56a0912
session_key: 0be39ad3-a201-4e3d-ad42-13287596d986
project: /mnt/work/dev/microgpt
harness: claude-code
created_at: 2026-02-24T12:02:15.376Z
reasoning:
  User switched projects entirely (microgpt vs. Signet). Pre-loaded memories focused heavily on Signet architecture, ingest pipeline, OpenCode integration, and embeddings—none relevant to this session. Only generic context (user profile: Nicholai, timezone, role; behavioral guidelines; SOUL.md) remained applicable. Assistant correctly identified the project from the code reference alone and asked appropriate clarifying questions without needing prior context rehashed. This was a legitimate context switch, not a memory failure—the system performed well given the situation, but the loaded memories were mismatched to the actual session work.


id: b3dbb573-c063-4634-b741-410e2bd48c62
session_key: 7546bdd3-f60e-4954-848a-42a9c88f4f49
project: /mnt/work/dev/oddcore-website/oddcore-website
harness: claude-code
created_at: 2026-02-24T22:50:01.155Z
reasoning:
  Pre-loaded memories are entirely focused on the Signetai project and a set of known personal projects (ooIDE, dashore, biohazard, etc.), but the oddcore-website project that Nicholai was working on is completely absent from memory. The project location, tech stack, goals, and context are all novel information not covered by the loaded memories. While general development patterns (being proactive, asking questions before implementing) were marginally relevant, there was no project-specific context to help contextualize the work. This represents a significant knowledge gap that would become increasingly problematic in a longer session.


id: 3406f162-09b2-451a-ab11-f7c6d3db939a
session_key: 85dd1116-c184-4261-b591-89c91d48c68f
project: /mnt/work/dev/oddcore-website/oddcore-website
harness: claude-code
created_at: 2026-02-24T23:14:32.668Z
reasoning:
  All pre-loaded memories were about the Signetai project (daemon, plugins, embeddings, pipeline refactoring), but the session occurred in an entirely different project (oddcore-website at /mnt/work/dev/oddcore-website/). Zero relevance. User had to establish new project context from scratch. Memories created a context mismatch rather than helping.


id: ca4dfda4-c21b-4f12-b58f-c7c4fd3f3c13
session_key: d496d2f1-2d4a-453d-8eb1-884610657909
project: /mnt/work/dev/oddcore-website/oddcore-website
harness: claude-code
created_at: 2026-02-24T23:15:14.085Z
reasoning:
  Pre-loaded memories were exclusively about Signetai project (ingest pipeline, OpenCode plugin, embeddings optimization), but the session was for oddcore-website contact form setup. Complete project context mismatch. User/agent had to discover: contact component location, missing API routes, environment variable structure, project deployment target, and form submission architecture from scratch. Memory system failed to detect project switch and loaded stale context from previous Signetai session.


id: bd11f737-9219-4e96-b7d5-4e90561becfc
session_key: d786fe70-af85-439e-b24d-72e3ff0b480e
project: /home/nicholai
harness: claude-code
created_at: 2026-02-24T23:27:53.049Z
reasoning:
  Pre-loaded memories focused entirely on Signetai project development (ingest pipeline, OpenCode plugin integration, embeddings optimization), while the session was about debugging Claude Code git attribution settings. Zero relevant context. No re-explanation needed because it was a fresh investigation, but memories provided no useful anchor for the task. Complete context mismatch.


id: b6df18f4-7684-4561-8cf3-fbed70c03c9b
session_key: aeb2651c-bd65-4ace-8bcb-17d3c2ee5711
project: /mnt/work/dev/oddcore-website/oddcore-website
harness: claude-code
created_at: 2026-02-24T23:40:52.412Z
reasoning:
  Pre-loaded memories comprehensively covered the Signet project (ingest pipeline, embeddings, OpenCode integration, etc.) but the session explored oddcore-website asset directories with zero prior context. No re-explanation was needed because there was no established baseline—the user simply started exploring fresh. Memories were well-maintained but entirely misaligned with the session's focus.


id: 59949216-2609-4811-9735-209f397df7e9
session_key: 9a52101e-d4d8-4687-8c7a-7e70974c623c
project: /mnt/work/dev/oddcore-website/oddcore-website
harness: claude-code
created_at: 2026-02-24T23:47:43.941Z
reasoning:
  Pre-loaded memories were almost entirely about Signetai project, but session was on oddcore-website (not listed in USER.md). Critical gap: oddcore-website project context completely missing from memory. Assistant worked around this by dispatching Explore agent, but this required rebuilding context that should have been pre-loaded. Only 2 memories were relevant: frontend-design skill and general design patterns. This was a significant memory system failure—the project wasn't documented in the user profile at all.


id: 928475b9-4146-47c1-9d77-f6bad4077b77
session_key: d2adc1cf-9ec7-4c7d-a302-ae339699cf93
project: /mnt/work/dev/oddcore-website/oddcore-website
harness: claude-code
created_at: 2026-02-25T00:00:30.913Z
reasoning:
  Pre-loaded memories focused entirely on Signet development (OpenCode plugin integration, embeddings optimization, ingest pipeline refactoring). The session involved ODDCORE website messaging work, which is not tracked in the project memory at all. User had to explain: (1) the ODDCORE/ODDCORP relationship context, (2) the messaging clarification need. No prior memory context was applicable to this task.


id: 5cc23865-ee91-4233-a18f-0c24cfa4555a
session_key: 49e347db-be45-4db0-9866-b7355bee6917
project: /mnt/work/dev/oddcore-website/oddcore-website
harness: claude-code
created_at: 2026-02-25T00:01:15.246Z
reasoning:
  Pre-loaded memories were entirely focused on Signetai project and internal architecture. Session was about integrating LanaPixel font into the Oddcore website — a project not mentioned in user profile or active memory. User had to establish project context from scratch. Memories provided zero relevant context for this task.


id: 816135fb-5b13-45ba-891d-19f49320526f
session_key: 226add64-a8ed-4a8b-8b3a-ef60d3e51344
project: /mnt/work/dev/oddcore-website/oddcore-website
harness: claude-code
created_at: 2026-02-25T00:07:01.783Z
reasoning:
  The oddcore website project is completely absent from pre-loaded memories (not in USER.md projects list, not in active projects). The session was exploratory discovery, so re-explanation wasn't needed, but the gap is significant—oddcore-website should be documented as an active project. No prior context existed to help the Explore agent understand design patterns, tech stack preferences, or existing work. This represents a documentation gap rather than a memory failure during the session itself.


id: c7c5dfa4-6656-40ee-8399-0ae335639005
session_key: 10503de8-00d3-42e0-ac38-e1a1fa866d02
project: /mnt/work/dev/oddcore-website/oddcore-website
harness: claude-code
created_at: 2026-02-25T00:34:02.882Z
reasoning:
  The oddcore-website project was completely absent from pre-loaded memories. USER.md lists 8 projects but oddcore-website is not among them. The session was entirely exploration of a novel project with no prior context, requiring the assistant to discover the tech stack (Astro), component structure, and file organization from scratch. The assistant followed generic exploration patterns rather than leveraging any project-specific knowledge.


id: 1da0d7a0-3f9f-4004-99f4-3099115f6f4e
session_key: 483f92e2-7e4d-4cd6-81d3-f3fdbef1209b
project: /mnt/work/dev/oddcore-website/oddcore-website
harness: claude-code
created_at: 2026-02-25T00:35:00.032Z
reasoning:
  Pre-loaded memories documented a previous failed security review attempt on oddcore-website (git config issue), but provided no forward-looking context or solutions. The memory was a session log entry rather than actionable working knowledge. Core active projects (OpenCode plugin, embeddings optimization, ingest pipeline refactoring) were irrelevant. The session was short and ended in immediate failure without user needing to re-explain context, but memory failed to help prevent/solve the same git issue.


# task_runs

id: 66d4f9fa-1494-4c42-86e9-a95b2c50545b
task_id: 3d764314-ab13-4d1a-b16d-642d6152d94f
status: completed
started_at: 2026-02-23T20:36:52.509Z
completed_at: 2026-02-23T20:42:17.354Z
stdout:
  it exits 0 now. all 62 remaining diagnostics are warnings only (no errors). here's the summary:

  done. here's what happened:

  **created `biome.json`** — the project had no biome config, so `biome check .` was scanning 9700+ files including third-party references, build outputs, and generated code. the new config ignores `references/`, `**/dist/`, `**/.svelte-kit/`, `**/build/`, `web/.astro/`, `web/.wrangler/`, and `packages/signetai/dashboard/` (bundled output).

  **auto-fixed ~370 files** — formatting (spaces -> tabs in package.json files, line width), safe lint fixes (imports, unused vars, etc.)

  **manually fixed** — `useExhaustiveDependencies` bug in `packages/sdk/src/react.tsx` where the `useEffect` deps array used `opts?.limit` / `opts?.type` but the body passed the whole `opts` object. extracted to local vars for proper reactivity.

  **downgraded to warnings** — `noExplicitAny` (untyped 3d-force-graph lib), `noNonNullAssertion`, `noForEach`, `noBannedTypes`. these are style/convention issues the project tracks but shouldn't block CI.

  **result**: `bun run lint` exits 0 with 62 warnings, 0 errors.


