AI agent가 읽는 문서 — CLAUDE.md·SKILL.md·에이전트 정의·README·spec·코드 주석 등 — 를 토큰 밀도(효율적으로 읽히나)와 instruction 준수율(지시를 잘 따르나) 두 축으로 점검해, 삭제·외부화·계층 분해·프레이밍 개선 후보를 항목별로 제시하고 확인받은 뒤 고쳐 쓴다. "이 문서 AI가 읽기 좋게 정리해줘", "CLAUDE.md 다이어트", "토큰 효율 개선", "SKILL.md 정리", "주석 정리", "문서가 너무 장황해", "agent 프롬프트 다듬어줘" 같은 요청에 쓴다. 내용 손실 없이 형식만 손대고, 무엇을 지울지는 사용자가 확인한 것만 반영한다. 사람이 읽는 산문·마케팅 글에는 쓰지 않는다.
Claude Skills are markdown + scripts loaded into Claude Code; scanned with the same pipeline.
We found this by crawling public sources and nobody has attested to it. That is how most of the registry gets here, and it is not a mark against the artifact — it only means no authenticated act of publication is on record. An artifact can be the vendor's own and still appear here.
Claude Skills install to a single target, no runtime picker.
nerlo install -- 'ohing504/claude-kit (ai-doc-improver)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'ohing504/claude-kit (ai-doc-improver)' ~/.claude/skills/
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
7 of 11 scanners examined this package. The rest do not apply to it — language, ecosystem and packaging decide which analyzers can say anything, and a scanner that cannot examine an artifact reports nothing rather than passing it.
v1.4.0
0 findings · 0.7s
v2.0.11
36 findings · 9.1s
v0.3.74
2 findings · 2.1s
v0.1.0
0 findings · 4.0s
v0.1.0
1 finding · 4.0s
v0.71.0
0 findings · 0.3s
v2.3.8
0 findings · 6.9s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 1.1s
v0.71.0
No container image was published for this artifact. What each scanner covers
0 findings · 0.0s
vv1.6.0
No Go modules were found in this artifact. What each scanner covers
0 findings · 0.1s
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 17, 2026 | Flagged87 | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicabletrivy: completeosv-scanner: completetrivy_image ·n/a: not applicablegovulncheck ·n/a: not applicable | completed |
Findings in files this artifact installs stand as reported; a model re-read the rest and said which ones it believes are false positives. This is a second opinion published beside the evidence, not a correction to it: the per-scanner reports above are unchanged, every dismissed finding is still listed there at its original severity, and the score and the Flagged badge are computed from those raw severities alone. Nothing below moved them.
This review has not run for this scan yet. It runs once per scan, in the background, and is kept; it appears here when it has. Until then all 39 findings above stand exactly as their scanners reported them, at full severity.