Clean spec in. Clean code out.
FIX THE SPEC!
AI agents build what the spec says, not what you meant. Speclint scores specs 0-100 across 5 dimensions (measurable outcome, testable criteria, constraints, vague verbs, verification steps). Below 70? It rewrites the failing parts automatically.
CLI: npx speclint lint "your spec"
GitHub Action: scores on issue open
MCP Server: inline in Claude/Cursor
REST API: for pipelines
Open source scoring engine (MIT). Free tier, no signup.
Almost every Scrum Team I've ever worked with despises Backlog Refinement meetings. Vague backlog items that make sprint planning painful. Refine Backlog solves that. Paste your raw items, get back structured user stories with acceptance criteria, t-shirt estimates, priorities, and tags. Built by an Agile coach with 10+ years in the trenches. Powered by Claude AI. No signup required. Just try it.