mcpbeat

Graph Build

athola/graph-build

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.

608 tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
324
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/athola/claude-night-market --skill graph-build

The instruction itself

7 sections, as written by the author

Build Code Knowledge Graph

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.db

exists, 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/.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

How to use it

Copy the folder

Take athola/graph-build from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.