2026-02-25T15-30-38_auto_memory/memories.db-wal, memory/2026-02-25-openclaw
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memory/2026-02-25-openclaw-upstream-contribution-research.md
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# 2026-02-25 Session Notes
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## OpenClaw Upstream Contribution Research
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Nicholai initiated planning for a concrete upstream contribution to OpenClaw that either improves their memory pipeline foundation or ports useful patterns from Signet. The session focused on understanding OpenClaw's architecture and contribution protocols to propose a high-impact feature.
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Initially deployed an Explore agent to investigate:
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- OpenClaw's memory-lancedb extension/plugin implementation (storage, search, creation patterns)
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- OpenClaw's plugin/extension architecture and registration APIs
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- Contribution guidelines (PR templates, CONTRIBUTING.md)
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- Memory-core base interfaces
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The research phase aimed to understand OpenClaw's exact memory tool schemas, search implementations, and storage formats before proposing a contribution. Session was in early research/planning stages when conversation data ended.
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