Menu

Individual skill

schliff

0upvotes

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.

skills/schliff/tests/fixtures/self-skill-baseline/SKILL.md

Read pinned source

Source commit 32fc4fc8414ac6b7ebfd748ae70c628a81f9e8c2

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
No
Observed behavior
Not checked yet
Last checked
Nov 6, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
18
Repository last updated
Nov 9, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# Schliff — Skill Measurement & Iteration Framework

Constraint + clear metric + disciplined iteration = compounding gains. The composite score measures structural quality (file organization, keyword coverage, eval suite breadth) — not runtime effectiveness. Use `--runtime` to validate actual behavior.

## Quick Start (Only 2 Inputs Required)

```bash
/schliff
Target: path/to/SKILL.md
Goal: Make the skill trigger correctly for deployment scenarios
```

Defaults: Metric=composite_score, Verify=score-skill.py, Iterations=30.
Back to top