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Analyze test failures and suggest fixes for Feature Swarm verification. Use when tests fail during the verification phas...
Generate GitHub issues from an approved engineering specification. Use to break down a spec into implementable, atomic t...
Validate generated GitHub issues for completeness and implementability. Reviews each issue for clear scope, actionable a...
Synthesizes analyst findings with critic feedback. Produces final recommendations and generates TDD-compatible refactor...
Validates API contracts by discovering consumers and ensuring responses match their expectations. Detects breaking chang...
Draft detailed engineering specs from an approved PRD. Use when generating or updating the engineering specification for...
Generate GitHub issues from an approved engineering specification. Use to break down a spec into implementable, atomic t...
Coordinates adaptive QA testing across behavioral, contract, and regression dimensions. Routes to specialized sub-agents...
Estimate issue complexity before implementation to prevent timeouts. Uses cheap estimation to save expensive implementat...
Research external libraries with evidence-backed responses and GitHub permalinks. Use when investigating library APIs, i...
Implementation Agent: Full TDD workflow in a single context window. Writes tests, implements code, and iterates until al...
Reproduce bugs and gather evidence for root cause analysis. Use when investigating a bug report to confirm reproduction...