Build Code Knowledge Graph
SkillSearchBuilds 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.
No other account needed.
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
-
Detect target: Use the current working directory or a user-specified path.
-
Check for existing graph: If
.gauntlet/graph.dbexists, run an incremental update. Otherwise, run a full build. -
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 -
Report results: Show the JSON output including files parsed, nodes created, edges created, and duration.
-
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/.gitignoreto prevent commits - Incremental updates use SHA-256 hashing to skip unchanged files
Exit Criteria
-
.gauntlet/graph.dbexists and is a valid SQLite file after the skill completes;.gauntlet/.gitignoreexists 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.dbalready 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