skill · operations · by toli
Structured knowledge layer for agent teams. Three primitives: lessons, decisions, and tasks. Agent teams accumulate experience across dozens of sessions. Without a structured way to capture it, lessons get lost, decisions get contradicted, and the same mistakes happen twice. Each agent's MEMORY.md only knows what that agent experienced. What this skill gives your team: - Lessons: What we learned (prevents repeated mistakes) - Decisions: Why we chose X (prevents contradictory choices) - Tasks: What needs doing (self-managed work queue) All stored as plain markdown with YAML frontmatter. Searchable via grep or semantic memory (QMD). Any agent can read/write. Includes templates, maintenance protocol, and search patterns.
Price: Free
Downloads: 533 · Version: 1.0.0
Rating: 4.0/5 (2 reviews)
API: GET /api/v2/items/team-knowledge
Structured knowledge layer for agent teams - lessons, decisions, and tasks
Free
Structured knowledge layer for agent teams. Three primitives: lessons, decisions, and tasks.
Agent teams accumulate experience across dozens of sessions. Without a structured way to capture it, lessons get lost, decisions get contradicted, and the same mistakes happen twice. Each agent's MEMORY.md only knows what that agent experienced.
What this skill gives your team:
All stored as plain markdown with YAML frontmatter. Searchable via grep or semantic memory (QMD). Any agent can read/write. Includes templates, maintenance protocol, and search patterns.
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Last scanned Mar 14, 2026
Screening language is intentionally conservative. Review the bundle contents and capability needs before installing.
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# Team Knowledge A shared knowledge system for agent teams. Three primitives that capture what the team learns, decides, and needs to do. ## The Three Primitives ### Lessons What we learned from incidents, reviews, and conversations. Prevents repeated mistakes. **Location:** `~/.openclaw/shared-knowledge/lessons/` **When to write a lesson:** - After any incident or unexpected failure - When a user corrects you - When you discover a pattern that would help other agents
Initial release.
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