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IgorGanapolskyIgorGanapolsky/ThumbGate/.agents/skills/graphify/SKILL.md

graphify

Skill29 starsChanged 7 months agoMITView on GitHub

Query the local Graphify-Labs AST knowledge graph for ThumbGate architecture questions (what connects X to Y, explain a symbol, PreToolUse/gates/adapters). Slash: /graphify.

We split this skill into the rules it gives an agent

2 rules. 0 are common, 1 is distinctive, and 1 is very specific to this project.

  • 0

    Common

    Most of the 111 edited versions we read keep these.

  • 1

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    When the graph exists, prefer these over raw grep for architecture:

    line 27
  2. Very specific:

    Treat graph.html as retrieval

    line 40

“Common” is measured: kept by at least 6 in 10 of the 111 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Graphify — ThumbGate rail (Graphify-Labs)

Upstream package: graphifyy (Graphify-Labs/graphify).
This repo wires it locally. We do not clone Graphify into a ThumbGate SKU.

Setup / readiness

npm run graphify:setup
npm run graphify:ready -- --require-graph
npm run graphify:stale

Binary: .graphify-venv/bin/graphify
Graph: graphify-out/graph.json (gitignored runtime)

Query first

When the graph exists, prefer these over raw grep for architecture:

.graphify-venv/bin/graphify query "<question>"
.graphify-venv/bin/graphify path "<A>" "<B>"
.graphify-venv/bin/graphify explain "<concept>"
.graphify-venv/bin/graphify god-nodes --top 10

Refresh after large pulls: .graphify-venv/bin/graphify update . --no-cluster

Never

  • Treat graph.html as retrieval
  • Claim a vector store
  • Dual-edit DIRTY lesson-store graph PR #3650
  • Ship Graphify as a paid ThumbGate feature without counsel clearance

Detail

  • docs/agents/code-search.md
  • Upstream skill references (if present): .agents/skills/graphify/references/

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