assimilate-popular-wor…
This skill should be used when the user asks to "find skills in the wild", "assimilate popular workflows", "discover SKILL.md…
@a5c-aiInstall SkillAutomation
Skill
/knowledge-curation
Context priming before work (bd prime) and self-reflection after completion to extract patterns, gotchas, and decisions into the knowledge base.
Claude Code
$ npx -y skills add a5c-ai/babysitter --skill knowledge-curation --agent claude-code
Codex
$ npx skills add a5c-ai/babysitter --skill knowledge-curation -a codex -y
Cursor
$ npx skills add a5c-ai/babysitter --skill knowledge-curation -a cursor -y
Gemini CLI
$ npx skills add a5c-ai/babysitter --skill knowledge-curation -a gemini-cli -y
GitHub Copilot
$ npx skills add a5c-ai/babysitter --skill knowledge-curation -a github-copilot -y
OpenCode
$ npx skills add a5c-ai/babysitter --skill knowledge-curation -a opencode -y
Windsurf
$ npx skills add a5c-ai/babysitter --skill knowledge-curation -a windsurf -y
SKILL.md
knowledge-curation.SKILL.mdname: 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`
Read more
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`
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Questions about knowledge-curation.
- Which coding agents can use knowledge-curation?
- knowledge-curation installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.