Skill Quality Auditor

Evaluate and score AgentSkills on design, content, security, and usability, producing a detailed numeric scorecard with improvement suggestions.

Skill Reviewer

Four-dimension quality auditor for AgentSkills.

Review Process

Step 1: Inventory & Classify

1. find /path/to/skill -type f — list all files. If path doesn't exist or is empty, abort with error.
2. Read _meta.json or .clawhub/origin.json if present (source, version, author info).
3. Read SKILL.md in full.
4. Classify skill type per references/weight-adjustment.md → determine weights.

Step 2: Scan

1. SKILL.md (full read)
2. scripts/ (full read, do NOT execute)
3. references/ (full read if ≤10 files or ≤50KB total; spot-check otherwise)
4. assets/ (list filenames, flag non-asset file types: .sh/.py/.exe/.bat/.ps1 in assets/ = suspicious)
5. Other files (.json, dotfiles, symlinks) — inspect each

Step 3: Score Each Dimension

Load reference files: references/design-quality.md, references/content-quality.md, references/security.md, references/usability.md.

For each dimension, walk the checklist and score per the rubric. Cite [file:line] for each finding.

Security shortcut: Run grep sweeps for CRITICAL patterns first (see security.md C1-C11). If any CRITICAL found → D3=1, note it, but still score remaining dimensions — don't skip them.

Orphan file check (security.md): After reading SKILL.md, cross-reference all mentioned files against the actual file list. Flag orphans.

Step 4: Calculate & Verdict

Weighted total = Σ(dim_score × adjusted_weight)

Verdict	Condition
✅ PASS	Total ≥ 8 AND every dimension ≥ 6 AND no CRITICAL findings
🔧 REVISE	Total < 8 OR any dimension < 6 OR any CRITICAL finding

CRITICAL auto-revise: Even if total ≥ 8, any security CRITICAL finding forces REVISE.

Report Format

Use list format (not tables — compatible with all platforms):

PASS:

text

【技能审校通过】
技能：{name}
路径：{path}
类型：{type}
综合得分：{score}/10
审校日期：{date}

• 设计质量（{w1}%）：{d1}/10 — {简要说明}
• 内容质量（{w2}%）：{d2}/10 — {简要说明}
• 安全性（{w3}%）：{d3}/10 — {简要说明}
• 实用性（{w4}%）：{d4}/10 — {简要说明}

亮点：
- {亮点1}
- {亮点2}

REVISE:

text

【技能审校打回】
技能：{name}
路径：{path}
类型：{type}
综合得分：{score}/10
审校日期：{date}

⚠️ 判定维度：
• 设计质量（{w1}%）：{d1}/10
• 内容质量（{w2}%）：{d2}/10
• 安全性（{w3}%）：{d3}/10
• 实用性（{w4}%）：{d4}/10

具体问题：
- [D1] {issue} — {file}:{line}
- [D3] 🔴 CRITICAL: {issue} — {file}:{line}

改进方向：
- {方向1}
- {方向2}

达标标准：
- {标准1}
- {标准2}

References

• references/weight-adjustment.md — type classification + weight matrix
• references/design-quality.md — D1 checklist + rubric + scoring rules
• references/content-quality.md — D2 checklist + rubric + scoring rules
• references/security.md — D3 pattern table + detection commands
• references/usability.md — D4 checklist + rubric + scoring rules