Build Code Knowledge Graph

SkillSearch

Builds or updates the code knowledge graph via tree-sitter AST and SQLite. Use when setting up the graph before search or blast-radius analysis.

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 Build Code Knowledge Graph skill

What this skill tells your AI

The instructions your AI receives, as published by athola/claude-night-market in plugins/gauntlet/skills/graph-build/SKILL.md and read by ahel’s review.

Build or update the .gauntlet/graph.db knowledge graph for the current codebase.

Steps

  1. Detect target: Use the current working directory or a user-specified path.

  2. Check for existing graph: If .gauntlet/graph.db exists, run an incremental update. Otherwise, run a full build.

  3. Run the build script:

    For full build:

    python3 ${CLAUDE_PLUGIN_ROOT}/scripts/graph_build.py <dir>
    

    For incremental update:

    python3 ${CLAUDE_PLUGIN_ROOT}/scripts/graph_build.py <dir> --incremental
    
  4. Report results: Show the JSON output including files parsed, nodes created, edges created, and duration.

  5. Suggest next steps: Recommend searching the graph or running blast radius analysis.

When To Use

  • At the start of a session to build structural awareness
  • After significant code changes to update the graph
  • Before running blast radius analysis or flow tracing
  • When the user asks about codebase structure

When NOT To Use

  • Querying a graph that already exists (use gauntlet:graph-search)
  • Building the challenge knowledge base (use gauntlet:extract)

What Gets Parsed

The graph extracts nodes (File, Class, Function, Type, Test) and edges (CALLS, IMPORTS_FROM, INHERITS, CONTAINS, IMPLEMENTS, TESTED_BY) from 20+ languages including Python, JavaScript, TypeScript, Go, Rust, Java, C/C++, Ruby, and PHP.

Storage

  • Database: .gauntlet/graph.db (SQLite with WAL mode)
  • Auto-creates .gauntlet/.gitignore to prevent commits
  • Incremental updates use SHA-256 hashing to skip unchanged files

Exit Criteria

  • .gauntlet/graph.db exists and is a valid SQLite file after the skill completes; .gauntlet/.gitignore exists to prevent the database from being committed
  • Build report JSON includes all four keys: files_parsed, nodes_created, edges_created, duration; values are non-zero for non-empty codebases
  • Incremental update path used when .gauntlet/graph.db already exists (script invoked with --incremental); full build only on first run
  • Next-step suggestions presented to the user: search the graph or run blast-radius analysis

Signals

GitHub stars
337
Forks
34
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
graph-build
Source
github.com/athola/claude-night-market