Menu
CI/CD, operations, incidents, git/PR hygiene, rollback and observability posture.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
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 | reliability-ops-git |
| description | CI/CD, operations, incidents, git/PR hygiene, rollback and observability posture. |
| when_to_use | Pipeline changes, deploys, incidents, branching/PR policy, infra scripts, monitoring. |
Mike (Engineering Orchestrator) uses this skill for how we ship and recover.
org_engineering/agents/ specs + this skill.Subagents may inspect workflows; Mike owns release risk call.