Synthesize Skills

Build or revise Claude skills from evidence — workspace scan, remote comparison, repo-fit synthesis. Comparison table is the proof of research.

When to use

Use this skill if you are:

• creating a new Claude skill from scratch ("make me a skill for X", "scaffold a new skill", "I want a skill that does Y")
• substantially redesigning an existing skill ("rewrite this skill", "this skill is bloated, fix the structure")
• merging multiple skills or source corpora into one ("combine these into one skill", "synthesize patterns from these three skills")
• researching skill patterns before authoring ("find skills like X first", "I need a comparison table before I write")
• tightening a skill's triggers, decision tree, routing, or workflow without drifting from repo conventions
• fixing a skill where the body bloated past 500 lines, references go unrouted, or the description never fires

Do NOT use this skill for:

• testing whether an existing skill holds up under a real agent run — use enhance-skill-by-derailment instead
• the upstream skill-creator plugin's eval / benchmark / iterate loop — that toolchain runs separate evals/, graders, and viewers; this repo bans evals/ and uses a different lean format