Knowledge Skill

knowledge

Query knowledge artifacts across all locations. Triggers: "find learnings", "search patterns", "query knowledge", "what do we know about", "where is the plan".

majiayu000/claude-skill-registry·0installs663starsDevOps & CI/CD

SKILL.md

Full skill instructions

Knowledge Skill

YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it.

Find and retrieve knowledge from past work.

Execution Steps

Given /knowledge <query>:

Step 1: Search with ao CLI (if available)

ao forge search "<query>" --limit 10 2>/dev/null

If results found, read the relevant files.

Step 2: Search .agents/ Directory

# Search learnings
grep -r "<query>" .agents/learnings/ 2>/dev/null | head -10

# Search patterns
grep -r "<query>" .agents/patterns/ 2>/dev/null | head -10

# Search research
grep -r "<query>" .agents/research/ 2>/dev/null | head -10

# Search retros
grep -r "<query>" .agents/retros/ 2>/dev/null | head -10

Step 3: Search Plans

# Local plans
grep -r "<query>" .agents/plans/ 2>/dev/null | head -10

# Global plans
grep -r "<query>" ~/.claude/plans/ 2>/dev/null | head -10

Step 4: Use Semantic Search (if MCP available)

Tool: mcp__smart-connections-work__lookup
Parameters:
  query: "<query>"
  limit: 10

Step 5: Read Relevant Files

For each match found, use the Read tool to get full content.

Step 6: Synthesize Results

Combine findings into a coherent response:

What do we know about this topic?
What learnings are relevant?
What patterns apply?
What past decisions were made?

Step 7: Report to User

Present the knowledge found:

Summary of findings
Key learnings (with IDs)
Relevant patterns
Links to source files
Confidence level (how much we know)

Knowledge Locations

Type	Location	Format
Learnings	`.agents/learnings/`	Markdown
Patterns	`.agents/patterns/`	Markdown
Research	`.agents/research/`	Markdown
Retros	`.agents/retros/`	Markdown
Plans	`.agents/plans/`	Markdown
Global Plans	`~/.claude/plans/`	Markdown

Key Rules

Search multiple locations - knowledge may be scattered
Use ao CLI first - semantic search is better
Fall back to grep - if ao not available
Read full files - don't just report matches
Synthesize - combine findings into useful answer

Example Queries

/knowledge authentication    # Find auth-related learnings
/knowledge "rate limiting"   # Find rate limit patterns
/knowledge kubernetes        # Find K8s knowledge
/knowledge "what do we know about caching"

Install skill

Copy and run in your terminal

npx -y skills add https://github.com/majiayu000/claude-skill-registry --skill knowledge-boshu2-agentops

View on GitHub

skills/data/knowledge-boshu2-agentops/SKILL.md

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