TDD workflow for migrations - orchestrate agents, zero main context growth
Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase
Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...
Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...
Security audit workflow - vulnerability scan β verification
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards...
Resume work from handoff document with context analysis and validation
Security-first PR review checklist for this repo. Use when reviewing diffs/PRs, especially changes involving auth, networking, sensitive data, or dependency/lockfile updates. Focus on secret/PII...
Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.
Simplifies and refines code for clarity, consistency, and maintainability while preserving functionality. Triggers on "simplify this code", "clean up", "refactor for readability", "make this...
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity
Language-specific code style guidelines. Use when writing TypeScript, Python, Go, JavaScript, or HTML/CSS code to ensure consistent, idiomatic, and maintainable code following best practices.
Help users run effective design reviews and critiques. Use when someone is giving design feedback, establishing design review processes, struggling to evaluate designs, or wants to improve how...
Complete daily journal review. Use at end of day or next morning to fill in journal sections, review highlights, and plan tomorrow. Triggers on "daily review", "end of day", "journal review",...
Identify failure modes before they occur using structured risk analysis
Conducts comprehensive backend design reviews covering API design quality, database architecture validation, microservices patterns assessment, integration strategies evaluation, security design...
Spawn Agentica multi-agent patterns
AI coding agent that plans, implements, and verifies code changes with human approval gates. Built on FlatAgents.
Perform comprehensive Rust code quality reviews against best practices for async Rust, error handling, testing, and project structure
Run automated tests to validate plugin integrity