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Adversarial coverage pass using exploratory testing heuristics to find untested cases.
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.
github_release: https://github.com/deuveme/product-flow, 0 findings
Claude Skills install to a single target, no runtime picker.
nerlo install -- 'deuveme/product-flow (bugmagnet)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'deuveme/product-flow (bugmagnet)' ~/.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
68 findings · 8.5s
v0.3.74
3 findings · 1.7s
v0.1.0
0 findings · 3.7s
v0.1.0
0 findings · 9.0s
v1.4.0
None of the entry points this scanner reads were found in this artifact. What each scanner covers
0 findings · 0.2s
v0.1.0
No source files this scanner can analyze were found in this artifact. What each scanner covers
0 findings · 3.7s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
v0.71.0
No dependency manifest or lockfile was found in this artifact. What each scanner covers
0 findings · 0.2s
v2.3.8
No dependency manifest or lockfile was found in this artifact. What each scanner covers
0 findings · 0.2s
v0.71.0
No container image was published for this artifact. What each scanner covers
0 findings · 0.0s
vv1.6.0
No Go modules were found in this artifact. What each scanner covers
0 findings · 0.1s
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 21, 2026 | Caution84 | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral ·n/a: not applicablenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source: completetrivy ·n/a: not applicableosv-scanner ·n/a: not applicabletrivy_image ·n/a: not applicablegovulncheck ·n/a: not applicable | completed |
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 Caution badge are computed from those raw severities alone. Nothing below moved them.
Out of 71 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.
2 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/product-flow/docs/SKILL.md · reported by cisco-skill-scanner
1 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: AAK-GHA-IMMUTABLE-001 · Files: .github/workflows/release.yml · reported by agent-audit-kit
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.
42 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/product-flow/skills/speckit.checklist/SKILL.md, /repo/plugins/product-flow/skills/tasks/SKILL.md, /repo/plugins/product-flow/skills/consolidate-plan/SKILL.md and 39 more · reported by cisco-skill-scanner
22 MANIFEST_INVALID_NAME
Files: /repo/plugins/product-flow/skills/speckit.reconcile/SKILL.md, /repo/plugins/product-flow/skills/speckit.split/SKILL.md, /repo/plugins/product-flow/skills/speckit.retro/SKILL.md and 19 more · reported by cisco-skill-scanner
2 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/plugins/product-flow/skills/speckit.plan/SKILL.md, /repo/SKILL.md · reported by cisco-skill-scanner
1 AAK-MARKETPLACE-001
Files: .claude-plugin/marketplace.json · reported by agent-audit-kit
1 AAK-SKILL-002
Files: plugins/product-flow/skills/status/SKILL.md · reported by agent-audit-kit
High-severity issues in marketplace and skill definitions
The artifact contains high-severity findings related to its marketplace integration and skill definitions. Specifically, a high-severity finding in `.claude-plugin/marketplace.json` indicates a potential issue with how the artifact presents itself or its capabilities within a marketplace. Another high-severity finding in `plugins/product-flow/skills/status/SKILL.md` points to a concern with the definition or description of an included skill. These findings warrant attention due to their potential impact on the artifact's behavior or interaction with its environment.
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.