Security audit workflow - vulnerability scan → verification

Comprehensive GitHub code review with AI-powered swarm coordination

Guide for simplifying and refining code after coding sessions. Use when cleaning up complex code, reviewing PRs for readability, or applying consistent refactoring patterns.

Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity

Python coding standards and best practices for AI coding agents

Perform code reviews using GitHub Copilot CLI to identify bugs, security vulnerabilities, performance issues, and code quality problems. Use when the user asks to review code, check for issues,...

Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability

Reference guide for Agentica multi-agent infrastructure APIs

Validate and improve Claude Code configurations (CLAUDE.md, skills, commands, hooks). Use when auditing config quality, checking skill discoverability, organizing .claude directory, or deciding...

Evaluate code quality across 8+ languages using language-agnostic principles and language-specific best practices.

Generate nested AGENTS.md coding guidelines per module (monorepo-aware), detect languages/tooling, ask architecture preferences, and set up missing formatters/linters (Spotless for JVM). Use when...

Comprehensive patterns for building AI-powered code generation tools, code assistants, automated refactoring, code review, and structured output generation using LLMs with function calling and...

AI agents as force multipliers for quality work. Core skill for all 19 QE agents using PACT principles.

Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments

Simplifies and refines code for clarity, consistency, and maintainability while preserving functionality. Triggers on "simplify this code", "clean up", "refactor for readability", "make this...

Schema for tracking code review outcomes to enable feedback-driven skill improvement. Use when logging review results or analyzing review quality.

Comprehensive web quality audit covering performance, accessibility, SEO, and best practices. Use when asked to "audit my site", "review web quality", "run lighthouse audit", "check page quality",...

Perform native code review (< 30 seconds) using Claude Code's built-in capabilities without external dependencies. Use for rapid validation checks during development. Triggered by 'quick review',...

Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations

Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user approval. Use when a user asks to debug or fix...