toolchain-family

Security, trust-boundary, secrets, prompt-injection, and permission review controls for agentic systems

Logs, metrics, tracing, incident summaries, RCA, SLO checks, alert tuning, and health reports

Context, memory, decision log, source-of-truth, and session handoff controls

Evidence gathering, source scans, benchmarks, documentation digests, API change watches, and competitive research

Requirements, user stories, MVP planning, prioritization, UX critique, and feedback-to-backlog

Release planning, changelogs, versioning, rollout, deployment checks, rollback, and post-release review

Frontend, UI/UX, asset extraction, CSS library, dashboard, GUI, local app, web platform, Tailwind

Full RPI lifecycle — discovery, plan, crank, swarm, implement, council, quick-execute, vibe, validation

Design governance for architecture, interfaces, module boundaries, ADRs, migrations, and technical debt

Multi-agent delegation, authority maps, conflict resolution, review chains, parallel planning