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Spec First Python Packages

Python packages with the GitHub topic spec-first. Sorted by monthly downloads, with stars and forks.
nold-ai
specfact-cli

AI-bloat defense CLI for Python teams: deterministic code review, cleanup forecasts, and spec/contract evidence for AI-assisted and brownfield delivery.

10K 17 1
changoo89
claude-pilot

🎯 Claude Code workflow engine - SPEC-first planning, TDD automation, GPT delegation, and context engineering. From idea to production, discipline included.

982 20 3
KoreaNirsa
spec-guard

Validation-First Workflow (VFW) for AI-assisted development

372 12 0
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology