agent toolingby uaio
元 Skill：Skill 质量审计
uaio/custom:skill-audit
评估 skill 质量并生成优化建议。
What it changes
Passed 16 of 21 test cases with the skill, and 7 of 21 without it.
Without skill32%
With skill77%
Checks it passed that the model alone missed
- 报告在输出维度列表时使用树状分支符号进行排版。
- 审查报告包含 8 个评估维度且每项分值为 12.5 分。
- The dimension status is marked with a '⚠' symbol.
and 9 more in the full report
11 fixed6 passed either way4 still failing1 broke
- Pass-rate lift
- +45 pp
- Tokens
- +101%
- Agent turns
- 0%
- Response time
- -17%
Model gemini-3.6-flashMeasured 8/6/2026v117 of 22 cases passed with skill · 21 comparable
See it in action
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
PromptWhen auditing a skill whose formatting loses 2 points out of 12.5 due to minor section gaps, which status icon marks this dimension?
What was checked, without and with the skill| Checked | Without skill | With skill |
|---|
| The dimension status is marked with a '⚠' symbol. | Missed | Passed |
|---|
What's inside
The instructions your model reads when the skill loads.
SKILL.md250 linessingle file
元 Skill：Skill 质量审计
用途
对项目中的 skill 进行质量评估，输出评分和具体优化建议。
评分维度（共 8 维度，每项 12.5 分，满分 100）
1. 元数据完整性 (12.5 分)
检查 frontmatter 中的必需字段：
评分标准：
- 12.5：三个字段都存在且内容完整
- 8-12：缺少 argument-hint 或内容不完整
- 0-8：缺少多个字段
2. 触发词清晰度 (12.5 分)
评估 description 中的触发信息是否清晰：
3. 结构规范性 (12.5 分)
检查内容结构是否规范：
Track record
Benchmark
16 / 21
test cases passed, vs 7 / 21 without
Adoption
- Users
- 0
- Times used
- 0
Safety and source details
SkillSafety
✓ 3 of 3 passed✓Code scan15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 8/2/2026
View 15 scanner checks
live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing
✓IntentSafe
LLM judge · does the skill do what it claims
✓ContentClean
LLM judge · policy & harmful-content review
Source
ImportedImported 8/2/2026Version v1