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API documentation generator - Extract and format API docs from code (monggle)
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 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 -- 'loboking/monggle-vibe-coding-rules (monggle-api-docs)'
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- 'loboking/monggle-vibe-coding-rules (monggle-api-docs)' ~/.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
136 findings · 1.1s
v2.0.11
112 findings · 14.8s
v0.3.74
9 findings · 7.1s
v0.1.0
0 findings · 6.7s
v0.1.0
12 findings · 6.7s
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 22, 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 |
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 269 findings across every scanner that examined this package. None of the 1 finding rated critical by their scanner were dismissed.
Not reviewed is not the same as clean. Those 111 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: SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE, opt.nerlo-rules.nerlo-install-run-bundled-artifact · Files: /repo/.github/SKILL.md, /repo/docs/SKILL.md, /repo/docs/audit/SKILL.md and 5 more · reported by cisco-skill-scanner, nerlo-install-instruction
2 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, MANIFEST_INVALID_NAME · Files: .github/workflows/ci.yml, /repo/.github/SKILL.md · reported by agent-audit-kit, cisco-skill-scanner
1 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-SKILL-004 · Files: .claude/skills/docs/SKILL.md · 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.
74 MANIFEST_MISSING_LICENSE
Files: /repo/.claude/skills/review-code/SKILL.md, /repo/.claude/skills/prd/SKILL.md, /repo/.claude/skills/impact/SKILL.md and 71 more · reported by cisco-skill-scanner
23 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/prd/SKILL.md, /repo/.harness/SKILL.md, /repo/.claude/agents-team/SKILL.md and 20 more · reported by cisco-skill-scanner
3 AAK-SECRET-004
Files: .claude/hooks/pre-tool-use.sh · reported by agent-audit-kit
3 MANIFEST_INVALID_NAME
Files: /repo/.claude/agents/SKILL.md, /repo/.claude/agents-team/_codemaps/SKILL.md, /repo/.harness/SKILL.md · reported by cisco-skill-scanner
3 opt.nerlo-rules.nerlo-install-fetch-raw-then-run
Files: /repo/README_EN.md, /repo/USER_GUIDE.md · reported by nerlo-install-instruction
3
110 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: secrets-echo-env-22018, hooks-env-exfil-22830, hooks-env-exfil-3853 and 107 more · Files: commands/smart-qa.sh, commands/help.sh, commands/mode.sh and 39 more · reported by agentshield
1 The model did not answer for these findings.
Rules: secrets-echo-env-22321 · Files: commands/smart-qa.sh · reported by agentshield
Critical shell execution and credential access risks
The artifact contains critical findings related to shell execution, specifically a `COMPOUND_FIND_EXEC` in `/repo/.claude/commands/format-check.sh`. Multiple high-severity findings indicate potential credential access and exfiltration, such as `AAK-SECRET-004` in `.claude/hooks/pre-tool-use.sh` and `hooks-env-exfil` in `commands/help.sh` and `commands/smart-qa.sh`. Additionally, the artifact includes high-severity risks for arbitrary shell execution during installation and data exfiltration from `hooks/brain-prompt-recall.sh`.
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: /repo/README_EN.md, /repo/USER_GUIDE.md · reported by nerlo-install-instruction
2 FIND_EXEC_PATTERN
Files: /repo/.claude/commands/bottleneck.sh, /repo/.claude/commands/format-check.sh · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/install.sh, /repo/prd/session-context-persistence-20260417.md · reported by nerlo-install-instruction
1 AAK-LANGCHAIN-001
Files: requirements.txt · reported by agent-audit-kit
1 AAK-LANGCHAIN-003
Files: requirements.txt · reported by agent-audit-kit
1 AAK-SKILL-UNTRUSTED-EXEC-PATH
Files: install.sh · reported by agent-audit-kit
1 AAK-TASKS-003
Files: scripts/team_state.py · reported by agent-audit-kit
1 agents-no-model-agents/team_dabin.md
Files: agents/team_dabin.md · reported by agentshield
1 agents-no-model-agents/team_dohyeon.md
Files: agents/team_dohyeon.md · reported by agentshield
1 agents-no-model-agents/team_doyun.md
Files: agents/team_doyun.md · reported by agentshield
1 agents-no-model-agents/team_hanna.md
Files: agents/team_hanna.md · reported by agentshield
1 agents-no-model-agents/team_jun.md
Files: agents/team_jun.md · reported by agentshield
1 agents-no-model-agents/team_naru.md
Files: agents/team_naru.md · reported by agentshield
1 agents-no-model-agents/team_seoyeon.md
Files: agents/team_seoyeon.md · reported by agentshield
1 agents-no-model-agents/team_serin.md
Files: agents/team_serin.md · reported by agentshield
1 agents-no-model-agents/team_taeo.md
Files: agents/team_taeo.md · reported by agentshield
1 COMPOUND_FIND_EXEC
Files: /repo/.claude/commands/format-check.sh · reported by cisco-skill-scanner
1 hooks-exfiltration-2814
Files: hooks/brain-prompt-recall.sh · reported by agentshield
1 hooks-file-delete-4820
Files: hooks/pre-tool-use.sh · reported by agentshield
1 hooks-logging-disabled-1163
Files: hooks/brain-prompt-recall.sh · reported by agentshield
1 hooks-logging-disabled-1167
Files: hooks/brain-session-start.sh · reported by agentshield
1 hooks-logging-disabled-1301
Files: hooks/brain-prompt-recall.sh · reported by agentshield
1 hooks-logging-disabled-4080
Files: hooks/brain-turn-save.sh · reported by agentshield
1 hooks-logging-disabled-5152
Files: hooks/brain-turn-save.sh · reported by agentshield
1 hooks-logging-disabled-522
Files: hooks/brain-session-end.sh · reported by agentshield
1 hooks-logging-disabled-524
Files: hooks/brain-session-start.sh · reported by agentshield
1 hooks-logging-disabled-588
Files: hooks/brain-prompt-recall.sh · reported by agentshield
1 hooks-logging-disabled-820
Files: hooks/brain-session-end.sh · reported by agentshield
1 hooks-no-pretooluse
Files: settings.json · reported by agentshield
1 hooks-no-stop-hooks
Files: settings.json · reported by agentshield
1 permissions-no-block
Files: settings.json · reported by agentshield
1 secrets-echo-env-2782
Files: hooks/pre-tool-use.sh · reported by agentshield
1 secrets-echo-env-2894
Files: hooks/pre-tool-use.sh · reported by agentshield
Showing 25 of 34; the rest are in the per-scanner reports above.