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清理项目中的未引用模块、未使用组件与死代码。支持 JS/TS、Python、Go、Java、PHP、Ruby、Rust、C/C++ 等多语言项目。只要用户提到"代码清理""未引用""未使用组件""死代码""瘦身项目""删除无用文件""清理历史备份文件（copy/bf/old）"，都应优先使用本 Skill。即使用户没有明确说"Skill"，但目标是识别或清理无用代码，也应触发。
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.
2 critical findings reported by cisco-skill-scanner. The composite score alone does not reflect this — read the per-scanner reports below.
Claude Skills install to a single target, no runtime picker.
nerlo install -- 'protagonistss/ithinku-plugins (code-cleanup-skill)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'protagonistss/ithinku-plugins (code-cleanup-skill)' ~/.claude/skills/
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
4 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.
v2.0.11
66 findings · 16.2s
v0.3.74
9 findings · 4.9s
v0.1.0
0 findings · 5.9s
v0.1.0
0 findings · 5.9s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.3s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.2s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 1.1s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 20, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicable | rejected |
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.
Out of 75 findings across every scanner that examined this package. None of the 2 findings rated critical by their scanner were dismissed.
Not reviewed is not the same as clean. Those 69 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.
The model could have called any of these a false positive and did not.
4 FILE_MAGIC_MISMATCH
Files: /repo/plugins/code-cleanup/skills/code-cleanup-skill/config/ext-list.txt · reported by cisco-skill-scanner
2 LOW_ANALYZABILITY
Files: /repo/plugins/vue-coder/skills/vue3-best-practices, /repo/plugins/vue-coder · reported by cisco-skill-scanner
69 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: YARA_sql_injection_generic, AAK-MARKETPLACE-001, AAK-IPI-WILD-CORPUS-001 and 2 more · Files: /repo/plugins/code-review/skills/security-review/SKILL.md, .claude-plugin/marketplace.json, plugins/code-review/skills/security-review/SKILL.md and 38 more · reported by cisco-skill-scanner, agent-audit-kit
Critical SQL injection patterns and high-risk configurations detected.
The artifact contains critical SQL injection patterns in `/repo/plugins/code-review/skills/security-review/SKILL.md`. High-severity findings indicate potential issues with marketplace configurations in `.claude-plugin/marketplace.json`. Further high-severity findings point to potential intellectual property issues in `plugins/code-review/skills/security-review/SKILL.md` and low analyzability in `/repo/plugins/vue-coder/skills/vue3-best-practices`. These findings warrant careful review before installation.
Concern level assessed by the review: Critical. This is the review's scale, not the registry badge.
Reviewed by gemini-2.5-flash. The model sees the findings, not your code, and cannot change a score.