القائمة
Maturity / inspection pass over [ORG_NAME] code sections (BCS). Load your org’s code-sections ledger, run verify ladder, update shared_context summary on main when columns change.
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
AI feature engineering — llama, embeddings, RAG quality, inference reliability, cost/token discipline.
System architecture, structured code review bar, and technical documentation.
Backend HTTP API, SQLite, Qdrant, integration contracts, schema and migration safety.
Data pipelines, ingest, remediation, entity quality — PDF/docs through to vector store.
Decision continuity, handoffs, supersession — Engineering Orchestrator (Mike) accountable; pair with session-notes.
Production frontend work — React 19, TypeScript, Vite, PrimeReact, [ORG_NAME] apps (client, system-console, dashboard).
| name | benai-code-sections |
| description | Maturity / inspection pass over [ORG_NAME] code sections (BCS). Load your org’s code-sections ledger, run verify ladder, update shared_context summary on main when columns change. |
product_internal_docs/agent_method/<org>_code_sections_v1.md (or the filename your private company BAM checkout uses) when a product + business workspace is bound — path is relative to your repo root, not this portable Method pack.shared_context/<org>_code_sections_summary_v1.md on main in the same PR (under your shared_context/ root).Portable pack only: if product_internal_docs/ is not on disk, defer this pass until the User binds a company checkout — do not invent BCS status from the pack alone.
Cross-org: use your org’s tracking IDs when bound — never paste another company’s XD-/MEM- numbers into public or customer copies of this repo.