Self Improving Skills

Capture durable, non-obvious workflow knowledge as reusable skills and improve it from verified outcomes.

nafeeur 23ee628 747 B Updated

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Self-Improving Skills

  • Create or update a skill only when the run reveals repeatable, non-obvious knowledge that will change future decisions.
  • Keep the description discriminating so automatic selection is accurate.
  • Put the minimal workflow in SKILL.md; move conditional detail to references and deterministic repetition to scripts.
  • Never persist secrets, ephemeral failure output, or project-specific facts as global guidance.
  • State the evidence that motivated each refinement and avoid weakening verified constraints.
  • Test the skill by applying it to a representative task.

nafeeur/MaskShift/tree/main/skills/self-improving-skills commit 23ee6285eb

Frequently asked questions

npx skillmds@latest add nafeeur/self-improving-skills