Schliff

Deterministic skill linter and scoring engine for Claude Code — the Ruff for SKILL.md files. 7-dimension structural scoring (structure, triggers, quality, edges, efficiency, composability, clarity) with anti-gaming detection, ~32% rule-based patches, and cross-session episodic memory. An autoresearch loop that measures first, then fixes — not the other way around. Use for linting, scoring, and autonomously improving any Claude Code skill: trigger accuracy, output quality, edge coverage, token efficiency, composability, or custom metrics. Works with community, custom, project-local, or global skills. Trigger phrases: "make this skill better", "optimize my skill", "iterate on this skill overnight", "improve [metric] from X to Y", "audit skill", "review my skill", "harden skill", "benchmark skill", "lint my skill", "score my skill", or paste SKILL.md for auto-analysis. Also use when user shares skill without explicit instructions. Do NOT use for brand-new skills from scratch — use skill-creator first, then come to Schliff. Do NOT use for SQL query tuning. Do NOT use for prompt template authoring.

mkdir -p ~/.claude/skills/schliff
curl -L https://claudskills.com/skills/schliff/SKILL.md \
  -o ~/.claude/skills/schliff/SKILL.md

@misc{schliff-2026,
  author    = {Zandereins},
  title     = {Schliff [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/schliff/}
}