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Audits AI-generated (vibecoded) apps for security, quality, performance, and compliance gaps — before they reach production.
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.
4 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 -- vibe-code-audit
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- vibe-code-audit ~/.claude/skills/
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
5 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.
v1.4.0
14 findings · 0.6s
v2.0.11
41 findings · 7.7s
v0.3.74
7 findings · 1.2s
v0.1.0
1 finding · 2.9s
v0.1.0
3 findings · 2.9s
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 · 1.9s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image.
2 scans on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Sep 3, 2026 | Scan Halted | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·n/a: not applicablenerlo-multi-source ·n/a: not applicable | rejected |
| Aug 11, 2026 | Scan Halted | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·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 66 findings across every scanner that examined this package. None of the 4 findings rated critical by their scanner were dismissed.
Not reviewed is not the same as clean. Those 12 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.
12 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: AAK-IPI-WILD-CORPUS-001, PROMPT_INJECTION_UNRESTRICTED_MODE, AAK-HEALTHCARE-AI-004 and 3 more · Files: docs/codeintegrity-research.md, docs/llm-security-upgrades.md, /repo/docs/SKILL.md and 3 more · reported by agent-audit-kit, cisco-skill-scanner
3 Agent instruction file — The match is in a file that instructs an AI coding agent — a CLAUDE.md or similar. It is documentation of intent, and our own check confirmed it is not part of what gets installed.
Rules: AAK-AGENT-003, opt.nerlo-rules.nerlo-install-run-bundled-artifact · Files: CLAUDE.md, /repo/AGENTS.md, /repo/CLAUDE.md · reported by 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.
18 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/agents/SKILL.md, /repo/gemini-extension/SKILL.md and 15 more · reported by cisco-skill-scanner
4 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/agents/SKILL.md, /repo/gemini-extension/SKILL.md and 1 more · reported by cisco-skill-scanner
3 COMMAND_INJECTION_JS_CHILD_PROCESS
Files: /repo/cli.js · reported by cisco-skill-scanner
2 HIDDEN_DATA_FILE
Files: /repo/.cursor-plugin/plugin.json, /repo/.codex-plugin/plugin.json · reported by cisco-skill-scanner
2 PROMPT_INJECTION_IGNORE_INSTRUCTIONS
Files: /repo/skills/audit-llm-prompt-injection/SKILL.md · reported by cisco-skill-scanner
1 AAK-HEALTHCARE-AI-004
11 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: skills-missing-telemetry-commands/audit.md, skills-missing-governance-commands/audit-report.md, skills-missing-governance-commands/audit-security.md and 8 more · Files: commands/audit.md, commands/audit-report.md, commands/audit-security.md and 3 more · reported by agentshield
1 The model did not answer for these findings.
Rules: skills-missing-governance-commands/audit-full.md · Files: commands/audit-full.md · reported by agentshield
Artifact has critical command and prompt injection vulnerabilities
The artifact contains critical command injection vulnerabilities in `cli.js`, allowing for shell execution. Additionally, a critical generic coercive injection is present in `commands/SKILL.md`. High-severity prompt injection findings in `skills/audit-llm-prompt-injection/SKILL.md` and `agents/audit-security-reviewer.md` indicate potential for instruction bypass or extraction. These findings collectively highlight significant risks related to arbitrary code execution and sensitive data exposure.
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.
Files: skills/audit-llm-prompt-injection/skill.md · reported by agent-audit-kit
1 AAK-IPI-WILD-CORPUS-001
Files: upstream/supabase-pentest/supabase-audit-rpc.md · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: package.json · reported by agent-audit-kit
1 agents-oversized-prompt-agents/audit-orchestrator.md
Files: agents/audit-orchestrator.md · reported by agentshield
1 agents-prompt-extraction-875
Files: agents/audit-security-reviewer.md · reported by agentshield
1 FILE_MAGIC_MISMATCH
Files: /repo/cli.js · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-hardcoded-external-egress
Files: /repo/cli.js · reported by nerlo-behavioral
1 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/agents/audit-orchestrator.md · reported by nerlo-install-instruction
1 PROMPT_INJECTION_UNRESTRICTED_MODE
Files: /repo/skills/audit-llm-prompt-injection/SKILL.md · reported by cisco-skill-scanner
1 YARA_coercive_injection_generic
Files: /repo/commands/SKILL.md · reported by cisco-skill-scanner