claude

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.

6 on GitHubby William VanSickle IIIv1.0.0MITupdated 9 days agomethodology
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Plugin building-effective-skills from marketplace human-frontier-labs-marketplace in Human-Frontier-Labs-Inc/human-frontier-labs-marketplace. Commands read from the repo's manifest — 9 days ago.

What it installs

Skills (1)

  • building-effective-skills

    Build, author, or improve a Claude skill that transfers real domain expertise. Use when creating a skill from authoritative docs, distilling documentation into LLM-digestible guidance, deciding what belongs in a skill, or proving a skill actually improves output. Covers the gather-distill-gap-detect

View source on GitHub

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claude & codex plugins17 plugins