Show HN: QUALITY.md – open format/specification, agent skill, and CLI
Open-source quality framework ships as agent-native spec. Shifts AI workflows from reactive review to proactive care.
Why it matters
QUALITY.md is a developer tool/framework designed to integrate with AI agents for quality evaluation and loop engineering. It represents a practical application layer for AI-assisted development workflows, positioning quality assurance as a first-class citizen in agentic systems rather than a post-hoc review step.
The key facts
12 to knowOpen-source specification/format for quality evaluation
Agent-native skill design for AI integration
CLI tooling available
Early-stage: 3 HN points, 0 comments as of publish
Focus on proactive vs. reactive quality mindset
Loop engineering use case highlighted
QUALITY.md is an open format/specification for quality evaluation
Includes AI agent skill and CLI tooling
Targets loop engineering workflows
Philosophy: shift from reactive review to proactive care mindset
Published on Hacker News (community signal, early-stage)
Early traction: 3 HN points, 0 comments at publish time
Go to the source
Hacker Newsgetquality.md
Publisher excerpt: Hello all, I created QUALITY.md to help build a holistic quality evaluation process for my projects. Turns out it's also ideal for loop engineering. I'm hoping this provides a valuable contribution to the conversation around quality and craft and having AI help us in the effort. I hope to shift the…