Extract a DDD-style ubiquitous language glossary from the current conversation, flagging ambiguities and proposing canonical terms. Saves to UBIQUITOUSLANGUAGE.md. Use when user wants to define domain terms, build a glossary, harden terminology, create a ubiquitous language, or mentions "domain model" or "DDD".
Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.
Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.
Build a throwaway prototype to flesh out a design before committing to it. Routes between two branches — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route. Use when the user wants to prototype, sanity-check a data model or state machine…
Sets up an ## Agent skills block in AGENTS.md/CLAUDE.md and docs/agents/ so the engineering skills know this repo's issue tracker (GitHub or local markdown), triage label vocabulary, and domain doc layout. Run before first use of to-issues, to-prd, triage, diagnose, tdd, improve-codebase-architecture, or zoom-out — or…
Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.
Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices. Use when user wants to convert a plan into issues, create implementation tickets, or break down work into issues.
Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.
Triage issues through a state machine driven by triage roles. Use when user wants to create an issue, triage issues, review incoming bugs or feature requests, prepare issues for an AFK agent, or manage issue workflow.
Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use…
Post-hoc audit of autopilot execution fidelity. Analyzes agent session traces to evaluate how faithfully the autopilot workflow executed against its contract, surfacing errors, friction, and drift with traceable evidence anchors. Use when the user wants to audit an autopilot run, analyze session quality, check if…
Post-hoc audit of autopilot execution fidelity. Analyzes agent session traces to evaluate how faithfully the autopilot workflow executed against its contract, surfacing errors, friction, and drift with traceable evidence anchors. Use when the user wants to audit an autopilot run, analyze session quality, check if…
Post-hoc audit of autopilot execution fidelity. Analyzes agent session traces to evaluate how faithfully the autopilot workflow executed against its contract, surfacing errors, friction, and drift with traceable evidence anchors. Use when the user wants to audit an autopilot run, analyze session quality, check if…
Post-hoc audit of autopilot execution fidelity. Analyzes agent session traces to evaluate how faithfully the autopilot workflow executed against its contract, surfacing errors, friction, and drift with traceable evidence anchors. Use when the user wants to audit an autopilot run, analyze session quality, check if…
Autopilot issue resolution loop: scan, dispatch implementer and reviewer sub-agents per ready-for-agent issue, then run global meta-review. Use when processing autopilot issues from any source.