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LATTICE codebase graph introduction — communities, hotspots, dependency paths for VW_iTwin_Bridge
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Reproductive function. Copies the root .Codex/skills/ genome into a target section's .Codex/skills/ location (or deeper), appends the parent commit SHA to each child SKILL.md lineage, and registers the new cell in lattice/knowledge/skills_registry. INERT in Phase 1 — do not execute recursive division yet.
Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.
LATTICE codebase graph introduction — communities, hotspots, dependency paths for VW_iTwin_Bridge
Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.
Compact the current conversation into a handoff document for another agent to pick up.
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.
| name | graphify-introduction |
| description | LATTICE codebase graph introduction — communities, hotspots, dependency paths for VW_iTwin_Bridge |
| trigger | /graphify-intro |
LATTICE codebase knowledge graph introduction. Generated by graphify over the VW_iTwin_Bridge repo.
/graphify-intro # show top communities + hotspots
/graphify-intro <query> # BFS traversal for a specific concept
Run graphify update src/ then graphify query "..." to navigate.
Key entry points:
pixeltable/service/main.py — FastAPI sidecar, 33 endpoints across 10 routerspixeltable/migrations/ — 13 write-once migrations (0001–0013)src/routes/ — TanStack Start SSR routesmeta/harness/tools/sfa-eval/ — Single-File Agentic eval scriptsscripts/ — Registry parser, capability landscape generator, audit scripts# 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).
Nodes with degree > 10 are flagged by graphify.toml policy.hotspot_degree_threshold.
Check graphify-out/GRAPH_REPORT.md for the current hotspot list.