
building-effective-skills
Meta-skill for building Claude skills that measurably improve output. Gather canonical docs (pith) -> detect where the model drops the ball one-shot AND multi-turn -> distill only the gap -> validate with a blind 4-cell benchmark and a multi-turn drift test. Use when creating/improving a skill, turning docs into a skill, or deciding whether a skill is worth building. Proven: a skill prevented multi-turn drift 13-0 across two stacks.
- version
- 1.0.0
- GitHub stars
- 6
Install
/plugin install building-effective-skills@human-frontier-labs-marketplaceRun it inside Claude Code after adding the marketplace with /plugin marketplace add Human-Frontier-Labs-Inc/human-frontier-labs-marketplace.
Sponsors
Details
- Marketplace
- Human-Frontier-Labs-Inc/human-frontier-labs-marketplace
- Source
- plugins/building-effective-skills
- Author
- William VanSickle III
- Category
- methodology
- License
- MIT
- Keywords
- skills, meta-skill, skill-authoring, benchmark, evals, context-engineering, pith, drift, claude-code
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