القائمة
Deterministic testing, regression discipline, API and a11y/perf checks — pair with gate-check for milestones.
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.
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.
Data pipelines, ingest, remediation, entity quality — PDF/docs through to vector store.
Decision continuity, handoffs, supersession — Engineering Orchestrator (Mike) accountable; pair with session-notes.
| name | qa-and-release-gates |
| description | Deterministic testing, regression discipline, API and a11y/perf checks — pair with gate-check for milestones. |
| when_to_use | Before PR merge, after large refactors, release candidates, gate rows, CI failures. |
Mike (Engineering Orchestrator) runs this skill to prevent regressions. This is not optional for release-boundary work.
gate-check when closing a version milestone or answering a gate matrix row[PRODUCT_CODE_ROOT]/ pytest and project README or docs for test commands[PRODUCT_CODE_ROOT]/docs/plans/ (e.g. RT-006 / V1.5.2)org_engineering/agents/ specs + this skill.../../../shared_context/project_status_sync.STUB.md after gate-checkSubagents may run focused test subsets; Mike runs authoritative full check before closure.