makecindy
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cindy
Cindy is an open-source AI agent that runs locally on your machine, integrates multiple AI harnesses and models, and provides memory, skills, and automation to perform real work in your projects and apps.
AI repository intelligence
FR-AI / ANALYSISWhy it is worth attention
Inspired by Uncle Bob's strategy, it flips traditional code review by trusting automated checks over manual code reading, and includes advanced checks like mutation testing, property-based tests, and supply chain scanning.
Who it is for
- Developers using coding agents (Claude Code, Codex CLI, Cursor, Aider, etc.)
- Teams wanting to trust AI-generated code without manual line-by-line review
- Quality assurance engineers focused on automated testing and validation
- Open-source maintainers seeking to ensure contributions meet quality standards
Use cases
- Automating code review for AI-generated code in agent-assisted development
- Ensuring code quality and security before merging agent-produced code
- Reducing cognitive load of reviewing every line of code from an agent
- Validating that code strictly meets a given specification through comprehensive checks
Strengths
- Evidence-based approach with multiple check types (tests, types, lint, coverage, mutation, property-based, real execution, supply chain, suite health)
- Agent-agnostic: works with any coding agent that follows plain markdown instructions
- Includes a demo rate limiter that caught a real bug missed by tests, showing practical effectiveness
- Open-source with easy installation via npx or manual copy, and permissive MIT license
Considerations
- Relies on the agent to self-grade honestly (the rules try to prevent cheating, but it's not foolproof)
- Cannot prove that the SPEC covers all important aspects; human oversight is still needed for specification completeness
- Adoption requires setting up the skill and gauntlet tools; the full gauntlet may be heavy for simple fixes
README quick start
Installation
Description
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.
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