Load when building or reviewing a FastAPI backend service — endpoints, persistence, concurrency, transactions, testing.
Drive an hssd-governed repo as the interactive MAESTRO — run the governed engagement loop (intake → iteration → the 6 phases → adversarial verification) conversationally, using Claude Code's native subagents for the AI work and the `hssd` CLI for state. Use whenever the user wants to drive any phase of the loop in a repo that has `hssd.yaml` + `.harness/`.
Load for any Python work — project setup, typing, async, testing, style. Base layer under fastapi and other Python skills.
Load for any TypeScript/React frontend work — dashboards and web UIs, project setup, components, data fetching, styling.
Drive an hssd-governed repo as the interactive MAESTRO — run the governed engagement loop (intake → iteration → engineering loop → adversarial verification) conversationally, using Claude Code's native subagents for the AI work and the `hssd` CLI for state. Use whenever the user wants to drive any phase of the loop in a repo that has `hssd.yaml` + `.harness/`.
Behavior guards for the Story Writer — testable AC in Gherkin, stress tests for guarantees, no happy-path-only coverage.
Load when building or reviewing a FastAPI backend service — endpoints, project structure, Annotated style, return types, async/sync rules, persistence, concurrency, transactions, testing.
Load when designing, building, or reviewing APIs — versioning, auth patterns, rate limiting, idempotency, webhooks, breaking vs non-breaking changes, and long-running operations. Extends api-conventions.