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模块化 AI 科研/工程技能 monorepo（Claude Code）
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.
10 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 -- claude-useful-skills
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- claude-useful-skills ~/.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
118 findings · 11.0s
v0.3.74
4 findings · 2.5s
v0.1.0
0 findings · 4.1s
v0.1.0
1 finding · 4.1s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.2s
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 · 2.0s
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 21, 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 123 findings across every scanner that examined this package. None of the 10 findings rated critical by their scanner were dismissed.
Two keys had to turn. The model had to name a reason from a fixed list of six, and a deterministic check of ours — over which files this artifact actually installs — had to independently agree. Anything it could not corroborate is in “not reviewed” above, at full severity.
8 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE · Files: /repo/plugins/superpowers/.github/SKILL.md, /repo/plugins/superpowers/skills/writing-skills/examples/SKILL.md, /repo/plugins/superpowers/.github/ISSUE_TEMPLATE/SKILL.md and 1 more · reported by cisco-skill-scanner
2 CI or editor configuration — The match is in build, CI or editor configuration, confirmed by our own check to be outside the installed artifact.
Rules: MANIFEST_INVALID_NAME · Files: /repo/plugins/superpowers/.github/ISSUE_TEMPLATE/SKILL.md, /repo/plugins/superpowers/.github/SKILL.md · reported by cisco-skill-scanner
These findings are in files this artifact installs and are not placeholder values. No false-positive basis can be corroborated for such a finding, so this review never dismisses one; they were not sent to the model and stand at their scanner's severity.
37 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/superpowers/skills/brainstorming/SKILL.md, /repo/plugins/superpowers/skills/paper-reading/SKILL.md, /repo/plugins/superpowers/skills/using-superpowers/SKILL.md and 34 more · reported by cisco-skill-scanner
16 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/plugins/superpowers/skills/writing-skills/render-graphs.js, /repo/bin/gen-image-mcp.js, /repo/plugins/superpowers/.opencode/plugins/superpowers.js · reported by cisco-skill-scanner
16 HIDDEN_DATA_FILE
Files: /repo/bin/templates/reference.docx!/_rels/.rels, /repo/plugins/superpowers/.agents/plugins/marketplace.json, /repo/plugins/superpowers/.opencode/INSTALL.md and 6 more · reported by cisco-skill-scanner
11 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/plugins/code-security-skills/skills/reaudit/SKILL.md, /repo/SKILL.md, /repo/latex-templates/SKILL.md and 8 more · reported by cisco-skill-scanner
9 COMMAND_INJECTION_JS_CHILD_PROCESS
Files: /repo/plugins/superpowers/skills/writing-skills/render-graphs.js
Artifact contains critical command injection vulnerabilities and high-risk data exfiltration capabilities.
The artifact includes code that allows for shell command execution via child processes in JavaScript files and OS system calls in Python. It also exhibits high-risk capabilities for file system access and network requests, potentially leading to data exfiltration. Additionally, hidden executable scripts and unanalyzable binaries are present, raising further concerns.
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.
4 HIDDEN_EXECUTABLE_SCRIPT
Files: /repo/plugins/superpowers/.opencode/plugins/superpowers.js, /repo/plugins/superpowers/.pi/extensions/superpowers.ts · reported by cisco-skill-scanner
2 AAK-MARKETPLACE-001
Files: plugins/superpowers/.claude-plugin/marketplace.json, plugins/superpowers/.agents/plugins/marketplace.json · reported by agent-audit-kit
2 ARCHIVE_FILE_DETECTED
Files: /repo/bin/templates/reference.pptx, /repo/bin/templates/reference.docx · reported by cisco-skill-scanner
2 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/bin/llm.py · reported by cisco-skill-scanner
2 FILE_MAGIC_MISMATCH
Files: /repo/bin/templates/reference.pptx, /repo/bin/templates/reference.docx · reported by cisco-skill-scanner
2 LOW_ANALYZABILITY
Files: /repo/plugins/superpowers/.opencode, /repo/plugins/superpowers/skills/writing-skills · reported by cisco-skill-scanner
2 UNANALYZABLE_BINARY
Files: /repo/bin/templates/reference.pptx, /repo/bin/templates/reference.docx · reported by cisco-skill-scanner
1 AAK-OAUTH-008
Files: bin/gen-image-mcp.js · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: pyproject.toml · reported by agent-audit-kit
1 COMMAND_INJECTION_OS_SYSTEM
Files: /repo/bin/security-audit-tools.py · reported by cisco-skill-scanner
1 DATA_EXFIL_JS_NETWORK
Files: /repo/bin/gen-image-mcp.js · reported by cisco-skill-scanner
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 MANIFEST_INVALID_NAME
Files: /repo/plugins/superpowers/.opencode/SKILL.md · reported by cisco-skill-scanner
1 OFFICE_DOCUMENT_THREAT
Files: /repo/bin/templates/reference.docx · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/plugins/code-security-skills/skills/code-security-audit/references/vulnerability-patterns.md · reported by nerlo-install-instruction
Showing 25 of 33; the rest are in the per-scanner reports above.