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System architecture, structured code review bar, and technical documentation.
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Basado en la clasificación ocupacional SOC
AI feature engineering — llama, embeddings, RAG quality, inference reliability, cost/token discipline.
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.
Production frontend work — React 19, TypeScript, Vite, PrimeReact, [ORG_NAME] apps (client, system-console, dashboard).
| name | architecture-and-docs |
| description | System architecture, structured code review bar, and technical documentation. |
| when_to_use | Large refactors, new bounded contexts, ADRs, API docs, developer onboarding docs, review standards. |
Spencer (Software Architect) and Mike (Engineering Orchestrator) use this skill for shape of the system and written truth for builders.
org_engineering/agents/ specs + this skill.backend-rag-integrationSubagents may draft ADR text; Mike approves and files when cross-org, else owning specialist.