# Skill Quality Check

> Analyze and score Agent Skills using an 8-dimension quality framework (helloandy methodology). Checks trigger accuracy, output structure, error tolerance, token efficiency, and security posture. Use when reviewing, improving, or evaluating SKILL.md files for quality.

- Skill: `liber1917/skill-quality-check` (Agent Skill)
- Install (CLI): `npx skillmds@latest add liber1917/skill-quality-check`
- Raw SKILL.md: https://api.skillmd.com/api/skills/liber1917/skill-quality-check/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: Liber1917 (https://skillmd.com/u/liber1917)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/liber1917/skill-quality-check

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# Skill Quality Check

Evaluate Agent Skills against the helloandy 8-dimension quality framework.

## Dimensions

### Technical Quality (5 dimensions, 5 points each = 25 total)

1. **Trigger Accuracy** — Does the skill activate on the right inputs and ignore irrelevant ones?
2. **Output Structure** — Are outputs well-formatted, consistent, and follow expected schemas?
3. **Error Tolerance** — Does the skill handle edge cases gracefully without crashing?
4. **Token Efficiency** — Is the SKILL.md concise? Does it avoid unnecessary repetition?
5. **Tool Integration** — Are tool calls correct, efficient, and properly error-handled?

### Output Quality (3 dimensions, 5 points each = 15 total)

6. **Completeness** — Does the skill fully address the user's request?
7. **Actionability** — Are the outputs immediately usable without further clarification?
8. **Consistency** — Are outputs deterministic across similar inputs?

## Process

1. Read the target SKILL.md file
2. Score each dimension (1-5) with evidence
3. Calculate total score (max 40)
4. Provide specific improvement suggestions for any dimension scoring below 3
5. Output a structured report with scores, evidence, and recommendations

## Report Format

```
## Quality Report: [Skill Name]

| Dimension | Score | Evidence |
|-----------|-------|----------|
| Trigger Accuracy | X/5 | ... |
| Output Structure | X/5 | ... |
| ... | ... | ... |

**Total: XX/40**
**Grade: [A/B/C/D/F]**

### Improvement Suggestions
- [Specific actionable suggestion for low-scoring dimensions]
```