git:20260507.8dfdcb4 to git:20260507.9f5be95

---

name: knowledge-curation

description: Context priming before work (bd prime) and self-reflection after completion to extract patterns, gotchas, and decisions into the knowledge base.

allowed-tools: Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion

graph:

domains: [domain:software-engineering]

skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop]

workflows: [workflow:feature-development]

topics: [topic:developer-experience]

roles: [role:tech-lead, role:backend-engineer]

- After completing work, BEFORE PR creation (reflect mode)

- When recovering from context loss (recovery priming)

## Knowledge Categories

| Category | File | Content |

|----------|------|---------|

| Critical Rules | facts.jsonl | MUST FOLLOW constraints |

| Gotchas | gotchas.jsonl | Common pitfalls |

| Patterns | patterns.jsonl | Codebase best practices |

| Decisions | decisions.jsonl | Architectural choices with rationale |

| Anti-Patterns | anti-patterns.jsonl | What NOT to do |

| Codebase Facts | codebase-facts.jsonl | Structural information |

| API Behaviors | api-behaviors.jsonl | Undocumented quirks |

## Process

### Prime Mode

1. Load knowledge base files for work type

2. Surface MUST FOLLOW rules first

3. Present GOTCHAS and PATTERNS

4. Load relevant DECISIONS

### Reflect Mode

1. Extract patterns from completed work

2. Identify gotchas from review failures

3. Record architectural decisions with rationale

4. Persist to .beads/knowledge/

## Tool Use

Invoke via babysitter process: `methodologies/metaswarm/metaswarm-knowledge-cycle`