knowledge-graph-management
Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph
Best use case
knowledge-graph-management is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph
Teams using knowledge-graph-management should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/knowledge-graph-management/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How knowledge-graph-management Compares
| Feature / Agent | knowledge-graph-management | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# 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
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