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stancsz/skills-flow

Gradient descent for agent skills. An ML-style execute→evaluate→refine loop that trains a SKILL.md + scripts against labeled scenarios to a target pass rate on a held-out split.

What is skills-flow?

skills-flow is a Claude Code agent skill that gradient descent for agent skills. An ML-style execute→evaluate→refine loop that trains a SKILL.md + scripts against labeled scenarios to a target pass rate on a held-out split.

Works withClaude Code~Codex CLI~Cursor
npx skills add stancsz/skills-flow

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Documentation

What does skills-flow do?

Gradient descent for agent skills. An ML-style execute→evaluate→refine loop that trains a SKILL.md + scripts against labeled scenarios to a target pass rate on a held-out split.

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