ai-crew

Implement the next task incrementally — build, test, verify, commit

Simplify code for clarity and maintainability — reduce complexity without changing behavior

Break work into small verifiable tasks with acceptance criteria and dependency ordering

Conduct a five-axis code review — correctness, readability, architecture, security, performance

Run the pre-launch checklist and prepare for production deployment

Senior code reviewer that evaluates changes across five dimensions — correctness, readability, architecture, security, and performance. Use for thorough code review before merge.

Opus-backed implementation engineer for complex tasks requiring deeper reasoning (complex complexity). Executes one task per dispatch from an ai-crew team-lead. Reads the exact spec and plan line ranges cited in the prompt plus the required skills; follows TDD and incremental-implementation; returns a one-line PASS or FAIL summary. Cannot dispatch subagents — strict 1-level dispatch.

Security engineer focused on vulnerability detection, threat modeling, and secure coding practices. Use for security-focused code review, threat analysis, or hardening recommendations.

Sonnet-backed implementation engineer for atomized, mechanical tasks (simple complexity). Executes one task per dispatch from an ai-crew team-lead. Reads the exact spec and plan line ranges cited in the prompt plus the required skills; follows TDD and incremental-implementation; returns a one-line PASS or FAIL summary. Cannot dispatch subagents — strict 1-level dispatch.

QA engineer specialized in test strategy, test writing, and coverage analysis. Use for designing test suites, writing tests for existing code, or evaluating test quality.

Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.

Tests in real browsers. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance, or verify visual output with real runtime data via Chrome DevTools MCP.

Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.

Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch.

Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity.

1 hook across 1 event