Search Code Knowledge Graph

SkillSearch

Searches the code knowledge graph by function, class, or type using FTS5 full-text search. Use when locating code entities by name or qualified path.

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 Search 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-search/SKILL.md and read by ahel’s review.

Search .gauntlet/graph.db for code entities by name.

When NOT To Use

  • The graph is missing or stale (use gauntlet:graph-build)
  • Scoring the impact of a change (use pensive:blast-radius)

Steps

  1. Accept query: Get the search term from the user.

  2. Run the query script:

    python3 ${CLAUDE_PLUGIN_ROOT}/scripts/graph_query.py \
        --action search --query "<term>" --limit 20
    

    Optional filters:

    • --kind Function to search only functions
    • --kind Class to search only classes
  3. Display results: Show qualified name, file path, line numbers, and relevance score for each match.

  4. Offer to read: Ask if the user wants to read the top result's source file.

Query Intelligence

The search engine detects query patterns:

  • PascalCase (e.g., UserService): boosts Class and Type results
  • snake_case (e.g., get_users): boosts Function results
  • Dotted path (e.g., app.models.User): boosts qualified name matches

Prerequisites

The graph must be built first. If .gauntlet/graph.db does not exist, suggest running the graph-build skill.

Exit Criteria

  • If .gauntlet/graph.db does not exist, the skill surfaces the missing-prerequisite error and suggests gauntlet:graph-build rather than failing silently
  • Results display qualified name, file path, line numbers, and relevance score for each match (up to --limit results)
  • Query intelligence applies correct boost: PascalCase boosts Class/Type results, snake_case boosts Function results, dotted path boosts qualified name matches
  • User is offered to read the top result's source file after results are shown

Signals

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