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Automation
Skill

/knowledge-graph-management

Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph

From plugin
babysitter
1.8k200 skills3 agents21 commands1 MCP
Install
$ npx -y skills add a5c-ai/babysitter --skill knowledge-graph-management --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/knowledge-graph-management

Context preview

The summary Claude sees to decide when to auto-load this skill.

Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph

SKILL.md

knowledge-graph-management.SKILL.md
name: knowledge-graph-management
description: Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph
allowed-tools: [Read, Write, Edit, Bash, Grep, Glob]
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]

Knowledge Graph Management

Capabilities

Manages the `.maestro/knowledge.dot` knowledge graph. Captures architectural patterns and design decisions. Validates graph consistency. Queries for relevant patterns. Syncs graph with codebase reality. Exports to DOT format.

Tool Use Instructions

  • Use **Read** to load the knowledge graph file
  • Use **Grep/Glob** to find patterns referenced in the graph within the codebase
  • Use **Write** to export the updated knowledge graph
  • Use **Edit** to make targeted graph updates
  • Use **Bash** to generate DOT visualizations

Process Integration

  • Used in `maestro-knowledge-graph.js` (All operations)
  • Used in `maestro-orchestrator.js` (Post-merge update)
  • Used in `maestro-development.js` (Story completion capture)
  • Used in `maestro-hotfix.js` (Postmortem recording)
  • Used in `maestro-maintenance.js` (Knowledge sync)
  • Agent: Knowledge Curator
  • Operations: capture, validate, query, sync, full-cycle
Read more
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