core-ai-template

Write a structured handoff at session end. Preserves context so the next agent can resume without human briefing. Invoke before ending any feature session longer than 30 minutes.

Multi-perspective code review against project standards with P1/P2/P3 severity classification. Works in Claude Code (Agent + optional GitHub MCP) and Cursor (Task subagents + gh/git). Use when the user invokes /review, asks for a PR or diff review, or wants a standards-aligned review with severity tags.

Multi-perspective code review (P1/P2/P3) for Cursor: inline checklists plus three parallel Task subagents (perf-auditor, security-reviewer, simplicity-reviewer with combined data-integrity prompt). Use when the user invokes /review, asks for a PR review, or wants repo-standard findings with severity.

Create well-formatted git commits following conventional commit standards.

Red→green→refactor discipline for new behavior — forces a failing test before implementation and a passing test before any claim of done.

Create or manage a git worktree for isolated parallel development — lets multiple agents work in the repo simultaneously without branch collisions.

Create a token-efficient state snapshot for context preservation during long sessions.

Create an Architecture Decision Record when making a non-obvious architectural call.

Expert code review of current git changes with a senior engineer lens: SOLID, security, performance, error handling, boundary conditions.

Audit auto-loaded context budget, detect redundancy, and recommend optimizations.

Run security scans against the codebase.

Design REST or GraphQL API endpoints with schemas and validation.

Explore requirements before implementation. Separates WHAT from HOW to ensure the right problem is being solved before any code is written.

Update task tracking file with current progress. Essential for preserving context across sessions.

Generate or update CI/CD pipeline configuration for the current stack.

Capture knowledge from solved problems to prevent re-discovery. Creates searchable solution documents after non-trivial debugging, fixes, or investigations.

Systematic debugging workflow: reproduce, isolate, fix, and verify.

Deploy the application to target platform.

Audit, update, and manage project dependencies safely.

Generate and update project documentation.

Set up, validate, and manage environment variables.

Full-cycle feature development: PRD creation, implementation, testing, and PR creation in an isolated worktree.

Quick patch workflow for production issues with minimal risk.

Initialize a new project with structure, configuration, and boilerplate.

Run code quality checks including linting, formatting, and type checking.

Manage database schema migrations.

Onboard a new contributor to the project with a guided walkthrough.

Profile, benchmark, and optimize application performance.

Create pull requests with comprehensive descriptions and test plans.

Safely refactor code with test-driven approach.

Tag a version, generate changelog, and create a GitHub release.

Recover context and resume work after a new session or context compression.

Generate a new module, component, or screen with boilerplate, tests, and wiring.

Run tests with coverage reporting and quality gates.