القائمة
LATTICE codebase graph introduction — communities, hotspots, dependency paths for VW_iTwin_Bridge
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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.
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.
Work inside a running marimo notebook's kernel — execute code, create cells, and build a notebook as an artifact. Use when the user wants to start a marimo notebook or work in an active marimo session.
| 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 Codex
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.