Stop shipping AI slop. Detects empty functions, fake documentation, and inflated comments in AI-generated code. Production-ready.

AI code quality toolkit — deterministic linter for the AI coding era. 22 detectors, GitHub Action PR gate, zero LLM required.

Architecture rules your AI coding agent can't ignore. Every change gets checked against them before it moves on.

🛠️ Remove AI patterns from writing with Stop Slop, a skill designed to guide Claude and other LLMs towards clearer, more authentic prose.

Quality gate for AI-generated web apps. One command scans for security holes, broken flows, and auth gaps.

Production-ready AI/ML code patterns for Claude, GPT & Gemini - 590 Python snippets, 264 Mermaid diagrams, 99.3% quality with LLM-optimized context

AI Code Governance & Multi-Dimensional Benchmark System. 5 dimensions, 3 models, 2 languages. 15K+ RC events.

Enforce architectural boundaries in Python, TypeScript, and JavaScript codebases with deterministic YAML rules.

🛡️ 17KB justice-driven AI bias detection suite born from fighting for Jahmere Webb's freedom. Real-time bias analysis for chat interfaces, development environments & codebase mapping. <10ms speed, 84.9% accuracy, zero dependencies. Mission: 15% revenue supports criminal justice reform.

OpenSpec Plus — Agentic skills that enhance OpenSpec's Spec-Driven Development through better discovery, requirements, design decisions, execution planning and execution. Works with Claude Code, OpenCode, Github Copilot and any other AI coding agents

An observability platform for AI-assisted development that measures ROI in dollars, predicts failures before they happen, and routes code to the best AI agent

AI writes code that works. Not code that's fast. VibeCost catches inefficient patterns in PRs.