Knowledge Graph Management

SkillMedia

Lets your agent save, check, and search architecture patterns and design decisions in a knowledge graph.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Knowledge Graph Management skill

About this capability

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

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/methodologies/maestro/skills/knowledge-graph-management/SKILL.md and read by ahel’s review.

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

Signals

GitHub stars
2k
Forks
106
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
knowledge-graph-management
Source
github.com/a5c-ai/babysitter