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You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
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.
29 critical findings reported by cisco-skill-scanner, 4 of them in the installed artifact. 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 -- 'thefjk/uberdev (brainstorm)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'thefjk/uberdev (brainstorm)' ~/.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
175 findings · 38.2s
v0.3.74
29 findings · 36.9s
v0.1.0
0 findings · 17.0s
v0.1.0
150 findings · 17.0s
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 · 1.1s
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 354 findings across every scanner that examined this package. 24 of 29 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 3 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.
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.
80 Test or fixture file — The match is in a test or fixture. Our own check confirmed the file is not part of what gets installed.
Rules: TOOL_ABUSE_SYSTEM_MODIFICATION, YARA_command_injection_generic, YARA_sql_injection_generic and 13 more · Files: /repo/tests/agent-dispatch.test.sh, /repo/tests/code-fixer-contract.test.sh, /repo/tests/goal-state-sidecar.test.sh and 46 more · reported by cisco-skill-scanner, agent-audit-kit
36 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: COMPOUND_FIND_EXEC, AAK-HEALTHCARE-AI-004, opt.nerlo-rules.nerlo-install-run-bundled-artifact and 2 more · Files: /repo/docs/rfc/SKILL.md, docs/rfc/0019-vendored-upstream-policy.md, /repo/AGENTS.md and 11 more · reported by cisco-skill-scanner, agent-audit-kit, 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.
101 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/CHANGELOG.md, /repo/CONTRIBUTING.md, /repo/README.md and 14 more · reported by nerlo-install-instruction
36 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/uberdev/skills/cluster-pipeline/SKILL.md, /repo/plugins/uberdev/skills/goal-pipeline/SKILL.md, /repo/plugins/uberdev/skills/scan-fleet/SKILL.md and 33 more · reported by cisco-skill-scanner
22 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/plugins/uberdev/skills/writing-skills/render-graphs.js, /repo/plugins/uberdev/skills/brainstorm/scripts/server.cjs · reported by cisco-skill-scanner
9 AAK-SECRET-004
Files: plugins/uberdev/lib/code_fixer_contract.py, plugins/uberdev/lib/agent-dispatch.sh, plugins/uberdev/lib/child-dispatch.sh and 3 more · reported by agent-audit-kit
9 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/CHANGELOG.md, /repo/plugins/uberdev/agents/findings-to-issues.md, /repo/plugins/uberdev/commands/goal.md and 1 more
3 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: SECRET_STRIPE_KEY, SECRET_PASSWORD_VAR · Files: /repo/tests/convention-citation.test.sh, /repo/tests/crossplatform-shell-wrappers.test.sh · reported by cisco-skill-scanner
Critical vulnerabilities found, including command injection and secret exposure.
The artifact contains critical vulnerabilities, including shell execution via command injection in `render-graphs.js` and exposure of a Stripe API key in `code_fixer_contract.py`. It also permits path traversal for file system access in `run_manifest.py`. Additionally, high-severity findings indicate potential for data exfiltration, further secret exposure, and execution of external content.
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.
8 LOW_ANALYZABILITY
Files: /repo/plugins/uberdev/skills/goal-pipeline, /repo/plugins/uberdev/skills/review-fleet, /repo/plugins/uberdev/skills/scan-fleet and 5 more · reported by cisco-skill-scanner
7 AAK-HEALTHCARE-AI-004
Files: plugins/uberdev/commands/issue.md, plugins/uberdev/commands/review-pr.md, plugins/uberdev/skills/post-impl-review/SKILL.md and 4 more · reported by agent-audit-kit
7 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/plugins/uberdev/skills/ubersimplify-pipeline/SKILL.md, /repo/SKILL.md, /repo/plugins/uberdev/agents/SKILL.md and 4 more · reported by cisco-skill-scanner
6 PIPELINE_TAINT_FLOW
Files: /repo/SKILL.md, /repo/install.sh, /repo/README.md · reported by cisco-skill-scanner
5 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/README.md, /repo/install.sh · reported by nerlo-install-instruction
5 PROMPT_INJECTION_IGNORE_INSTRUCTIONS
Files: /repo/plugins/uberdev/skills/merge-pipeline/SKILL.md, /repo/plugins/uberdev/skills/orchestrator/SKILL.md, /repo/plugins/uberdev/agents/SKILL.md · reported by cisco-skill-scanner
2 AAK-IPI-WILD-CORPUS-001
Files: plugins/uberdev/agents/testers-adversarial-security.md, plugins/uberdev/lib/solve_triage.py · reported by agent-audit-kit
2 COMMAND_INJECTION_JS_CHILD_PROCESS
Files: /repo/plugins/uberdev/skills/writing-skills/render-graphs.js · reported by cisco-skill-scanner
2 FIND_EXEC_PATTERN
Files: /repo/CHANGELOG.md, /repo/SKILL.md · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-install-fetch-raw-then-run
Files: /repo/README.md, /repo/install.sh · reported by nerlo-install-instruction
2 SECRET_PASSWORD_VAR
Files: /repo/plugins/uberdev/lib/live-semaphore.sh · reported by cisco-skill-scanner
2 YARA_code_execution_generic
Files: /repo/plugins/uberdev/skills/testers-pipeline/aggregate.py · reported by cisco-skill-scanner
2 YARA_system_manipulation_generic
Files: /repo/plugins/uberdev/skills/using-uberdev/references/SKILL.md, /repo/plugins/uberdev/skills/using-uberdev/references/configuration.md · reported by cisco-skill-scanner
1 AAK-MARKETPLACE-001
Files: .claude-plugin/marketplace.json · reported by agent-audit-kit
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 MANIFEST_INVALID_NAME
Files: /repo/plugins/uberdev/skills/_shared/SKILL.md · reported by cisco-skill-scanner
1 PATH_TRAVERSAL_OPEN
Files: /repo/plugins/uberdev/lib/run_manifest.py · reported by cisco-skill-scanner
1 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/tools/vendor/vendor-drift.py · reported by cisco-skill-scanner
1 SECRET_STRIPE_KEY
Files: /repo/plugins/uberdev/lib/code_fixer_contract.py · reported by cisco-skill-scanner
Showing 25 of 61; the rest are in the per-scanner reports above.