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Review and tighten agent .md files for persona clarity, process bloat, and constraint enforcement. Use when reviewing agents, rewriting agent prompts, extracting shared mechanics to instructions/skills, or deciding between markdown headers and XML tags for behavioral rules. Triggers: "review this agent", "tighten this agent", "refine agent", "agent has too much process", "agent isn't following constraints", "extract shared rules".
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.
1 critical finding reported by agent-audit-kit. 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 -- 'jmerkow/my-agentic-stuff (agent-refiner)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'jmerkow/my-agentic-stuff (agent-refiner)' ~/.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
89 findings · 16.9s
v0.3.74
21 findings · 5.0s
v0.1.0
0 findings · 5.1s
v0.1.0
2 findings · 5.1s
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 · 0.2s
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 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 112 findings across every scanner that examined this package. None of the 1 finding 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.
6 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/msoffice/skills/pandocx/examples/SKILL.md, /repo/plugins/decks/skills/build-deck/example/SKILL.md, /repo/skills/slop-check/examples/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.
35 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/agent-doctor/SKILL.md, /repo/plugins/sessions/skills/collect/SKILL.md, /repo/plugins/authoring/skills/plugin-creator/SKILL.md and 32 more · reported by cisco-skill-scanner
17 AAK-MARKETPLACE-001
Files: .claude-plugin/marketplace.json · reported by agent-audit-kit
16 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/plugins/eng-ops/skills/worktree-setup/SKILL.md, /repo/plugins/eng-ops/skills/engdirs-status/SKILL.md, /repo/skills/tech-search/SKILL.md and 13 more · reported by cisco-skill-scanner
6 ARCHIVE_FILE_DETECTED
Files: /repo/plugins/decks/skills/build-deck/templates/blank.pptx, /repo/plugins/msoffice/skills/pandocx/assets/template.docx · reported by cisco-skill-scanner
6 FILE_MAGIC_MISMATCH
Files: /repo/plugins/decks/skills/build-deck/templates/blank.pptx, /repo/plugins/msoffice/skills/pandocx/assets/template.docx · reported by cisco-skill-scanner
6 HIDDEN_DATA_FILE
Files: /repo/plugins/msoffice/skills/pandocx/assets/template.docx!/_rels/.rels, /repo/plugins/decks/skills/build-deck/templates/blank.pptx!/_rels/.rels
Critical shell execution and high marketplace configuration risks.
The artifact includes a critical finding for shell execution via a pipe in `plugins/agent-doctor/SKILL.md`. Multiple high severity findings indicate potential issues with marketplace configuration in `.claude-plugin/marketplace.json`. Additionally, medium severity findings point to unanalyzable binaries and office document threats. These findings collectively highlight capabilities for unauthorized shell command execution and misconfigured marketplace interactions.
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.
6 UNANALYZABLE_BINARY
Files: /repo/plugins/msoffice/skills/pandocx/assets/template.docx, /repo/plugins/decks/skills/build-deck/templates/blank.pptx · reported by cisco-skill-scanner
3 OFFICE_DOCUMENT_THREAT
Files: /repo/plugins/msoffice/skills/pandocx/assets/template.docx · reported by cisco-skill-scanner
2 AAK-HEALTHCARE-AI-004
Files: plugins/agent-doctor/SKILL.md, plugins/agent-doctor/agents/dragent.agent.md · reported by agent-audit-kit
2 PIPELINE_TAINT_FLOW
Files: /repo/plugins/decks/skills/build-deck/SKILL.md · reported by cisco-skill-scanner
1 AAK-MARKETPLACE-004
Files: .claude-plugin/marketplace.json · reported by agent-audit-kit
1 AAK-SKILL-003
Files: plugins/agent-doctor/SKILL.md · reported by agent-audit-kit
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 MANIFEST_DESCRIPTION_TOO_LONG
Files: /repo/plugins/msoffice/skills/docx/SKILL.md · reported by cisco-skill-scanner
1 MANIFEST_INVALID_NAME
Files: /repo/plugins/agent-doctor/agents/SKILL.md · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/plugins/decks/skills/build-deck/SKILL.md · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/plugins/sessions/skills/collect/SKILL.md · reported by nerlo-install-instruction