nizos/probity

Make your coding agent abide by all your project rules

Automated TDD enforcement for Claude Code

Automated quality checks that nudge AI coding agents toward better habits

The verification harness that Claude Code should have shipped with

Turns vibe coding into high quality code. Sets up rules and gates in your repo so AI-written code stays correct without you reviewing every line.

Local-first AI coding workflow for vibe coders, indie hackers, technical founders and product managers — catch missing tests and safety checks across Claude Code, Cursor, Windsurf, Replit, Lovable and Bolt.new.

89 skills and 38 specialized agents that enforce proven engineering practices for AI-assisted development. TDD, systematic debugging, parallel code review, and 10-gate development cycles — as a Claude Code plugin marketplace.

An old coder's strategy for the agent era: don't read the code — make it run the gauntlet. Evidence-first development skill for coding agents, inspired by Uncle Bob.

😇 Gentleman Guardian Angel (gga) - Provider-agnostic code review using AI. Use Claude, Gemini, Codex, Ollama to enforce your coding standards.