graphify-introduction - SKILL.md Agent Skill

name: graphify-introduction description: "LATTICE codebase graph introduction — communities, hotspots, dependency paths for VW_iTwin_Bridge" trigger: /graphify-intro

/graphify-intro

LATTICE codebase knowledge graph introduction. Generated by graphify over the VW_iTwin_Bridge repo.

How to use

/graphify-intro               # show top communities + hotspots
/graphify-intro <query>       # BFS traversal for a specific concept

Primary communities (from graphify analysis)

Run graphify update src/ then graphify query "..." to navigate.

Key entry points:

pixeltable/service/main.py — FastAPI sidecar, 33 endpoints across 10 routers
pixeltable/migrations/ — 13 write-once migrations (0001–0013)
src/routes/ — TanStack Start SSR routes
meta/harness/tools/sfa-eval/ — Single-File Agentic eval scripts
scripts/ — Registry parser, capability landscape generator, audit scripts

Regenerating this skill

# Rebuild graph from source
graphify update src/ pixeltable/service/ scripts/

# Re-run clustering  
graphify cluster-only graphify-out/

# Refresh this skill
graphify install --platform claude

Graph output: graphify-out/graph.json (after first run).

Hotspot heuristic

Nodes with degree > 10 are flagged by graphify.toml policy.hotspot_degree_threshold. Check graphify-out/GRAPH_REPORT.md for the current hotspot list.