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Semantic code intelligence via MCP: call chains, blast radius, cross-file symbol relationships. Uses CodeGraph (colbymchenry/codegraph) — a local-first Rust server that builds a SQLite knowledge graph from tree-sitter ASTs. One tool: codegraph_explore. Use when the question involves "how does X work", "what calls Y", "if I change X what breaks", or cross-file dependency analysis. Not for literal text search — use find/grep for that. Not for file discovery — use glob. Trigger for "codegraph", "code graph", "call chain", "blast radius", "what depends on", "impact analysis".

Install

npx skills add arcasilesgroup/ai-engineering --skill ai-codegraph -a claude-code

Installs to .claude/skills/ai-codegraph/ · Each command fetches the skill straight from GitHub with the open skills CLI.

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Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Why 82

Security100
Provenance62
Maintenance100
Licence100
Adoption32

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