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Use this skill when a user wants clinical research reasoning that connects disease-specific clinical and imaging knowledge with statistical design, cohort definitions, endpoints, covariates, adjudication, bias, uncertainty, and claims language. Use for disease chapter creation, known-diagnosis image characterization, differential or mimic-aware review, report-language extraction, and clinical-statistical study planning. Do not use for final clinical diagnosis, treatment, triage, or unsupported medical claims.
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 -- 'medatasci/agent_skills (clinical-statistical-expert)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'medatasci/agent_skills (clinical-statistical-expert)' ~/.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
208 findings · 44.3s
v0.3.74
40 findings · 41.2s
v0.1.0
2 findings · 16.2s
v0.1.0
1 finding · 16.2s
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 · 1.0s
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 251 findings across every scanner that examined this package.
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.
31 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: AAK-HEALTHCARE-AI-004, SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE and 1 more · Files: docs/clinical-statistical-expert.md, docs/readiness-cards/nv-segment-ctmr.md, docs/improvement-loop/runs/20260506T063938Z-d994168f410e.md and 17 more · reported by agent-audit-kit, cisco-skill-scanner, nerlo-install-instruction
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.
103 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/agent-skills/skills/mrrate-repository-guide/SKILL.md, /repo/plugins/agent-skills/skills/mrrate-data-curator/SKILL.md, /repo/plugins/agent-skills/skills/get-youtube-media/SKILL.md and 100 more · reported by cisco-skill-scanner
51 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/plugins/agent-skills/skills/mrrate-data-curator/SKILL.md, /repo/plugins/agent-skills/skills/mrrate-clinical-ai-researcher/SKILL.md, /repo/plugins/agent-skills/skills/mrrate-database-analysis/SKILL.md and 48 more · reported by cisco-skill-scanner
31 AAK-HEALTHCARE-AI-004
Files: requirements.md, catalog/skills.json, plugins/agent-skills/skills/clinical-statistical-expert/README.md and 28 more · reported by agent-audit-kit
20 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/plugins/agent-skills/skills/get-youtube-media/scripts/youtube_media.py, /repo/skills/get-youtube-media/scripts/youtube_media.py · reported by cisco-skill-scanner
5 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/plugins/agent-skills/skills/get-youtube-media/repo/plugins/agent-skills/skills/get-youtube-media/SKILL.md, /repo/skills/get-youtube-media/repo/skills/get-youtube-media/SKILL.md, /repo/repo/README.md and 2 more · reported by cisco-skill-scanner
3
Artifact handles secrets and performs network egress.
The artifact contains code that processes secrets and subsequently performs network egress in `youtube_media.py`. It also includes a marketplace plugin configuration that warrants attention. Additionally, the artifact makes undeclared network requests and contains files with magic mismatches.
Concern level assessed by the review: High. 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.
Files: /repo/.agents/plugins/marketplace.json, /repo/site/.well-known/agent-skills/index.json, /repo/plugins/agent-skills/.codex-plugin/plugin.json · reported by cisco-skill-scanner
2 EXCESSIVE_FILE_COUNT
Files: /repo/plugins/agent-skills/skills/., /repo/. · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/plugins/agent-skills/skills/get-youtube-media/scripts/youtube_media.py, /repo/skills/get-youtube-media/scripts/youtube_media.py · reported by nerlo-behavioral
1 AAK-MARKETPLACE-001
Files: .agents/plugins/marketplace.json · reported by agent-audit-kit
1 FILE_MAGIC_MISMATCH
Files: /repo/site/llms.txt · reported by cisco-skill-scanner
1 MANIFEST_INVALID_NAME
Files: /repo/collections/MR-RATE/SKILL.md · reported by cisco-skill-scanner