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-marketplace

Run 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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