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AST-powered codebase intelligence framework for AI coding agents
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.
8 critical findings reported by cisco-skill-scanner, 6 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 -- cartographing-kittens
Manual alternative: copy the skill folder into ~/.claude/skills/ so Claude Code loads it on next launch.
cp -r -- cartographing-kittens ~/.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
56 findings · 22.5s
v0.3.74
16 findings · 19.2s
v0.1.0
0 findings · 7.1s
v0.1.0
5 findings · 7.1s
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 · 1.0s
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 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 77 findings across every scanner that examined this package. 2 of 8 findings rated critical by their scanner were among the dismissals.
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.
22 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, SOCIAL_ENG_VAGUE_DESCRIPTION, MANIFEST_MISSING_LICENSE and 1 more · Files: /repo/docs/plans/2026-03-28-005-feat-cat-rebrand-plan.md, /repo/docs/plans/SKILL.md, /repo/tests/fixtures/plans/SKILL.md and 8 more · reported by cisco-skill-scanner, nerlo-install-instruction
4 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-002 · Files: CLAUDE.md · reported by agent-audit-kit
3 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/publish.yml, .github/workflows/ci.yml · reported by agent-audit-kit
2 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: LOW_ANALYZABILITY, YARA_code_execution_generic · Files: /repo/tests/fixtures/orch, /repo/tests/test_web.py · 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.
18 MANIFEST_MISSING_LICENSE
Files: /repo/plugins/kitty/skills/kitty-annotate/SKILL.md, /repo/plugins/kitty/skills/kitty-review/SKILL.md, /repo/plugins/kitty/skills/kitty/SKILL.md and 15 more · reported by cisco-skill-scanner
5 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/plugins/kitty/skills/SKILL.md, /repo/plugins/kitty/skills/kitty/references/SKILL.md and 2 more · reported by cisco-skill-scanner
3 HIDDEN_DATA_FILE
Files: /repo/.ai/mcp/mcp.json, /repo/.agents/plugins/marketplace.json, /repo/.pre-commit-config.yaml · reported by cisco-skill-scanner
3 LOW_ANALYZABILITY
Files: /repo/plugins/kitty/skills, /repo/plugins/kitty/skills/kitty/references, /repo/plugins/kitty/skills/kitty · reported by cisco-skill-scanner
3 SQL_INJECTION_STRING_FORMAT
Files: /repo/src/cartograph/storage/graph_store.py · reported by cisco-skill-scanner
The model could have called any of these a false positive and did not.
1 SQL_INJECTION_STRING_FORMAT
Files: /repo/src/cartograph/web/server.py · reported by cisco-skill-scanner
Critical SQL injection and high-severity vulnerabilities detected.
The artifact contains critical SQL injection vulnerabilities in `/repo/src/cartograph/storage/graph_store.py` and `/repo/src/cartograph/web/server.py`, which could allow unauthorized database manipulation. High-severity findings include potential resource abuse leading to infinite loops in `/repo/src/cartograph/indexing/indexer.py`. Further high-severity issues relate to marketplace configuration in `.agents/plugins/marketplace.json` and `.claude-plugin/marketplace.json`, DNS rebinding in `pyproject.toml`, and a specific SDK vulnerability in `pyproject.toml` and `uv.lock`. These findings indicate capabilities for database interaction, potential denial of service, and configuration-related risks.
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.
2 AAK-MARKETPLACE-001
Files: .claude-plugin/marketplace.json, .agents/plugins/marketplace.json · reported by agent-audit-kit
2 AAK-MCP-SDK-CVE-2026-52869-001
Files: pyproject.toml, uv.lock · reported by agent-audit-kit
2 YARA_sql_injection_generic
Files: /repo/src/cartograph/storage/graph_store.py · reported by cisco-skill-scanner
1 AAK-DNS-REBIND-002
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-MCP-005
Files: plugins/kitty/.mcp.json · reported by agent-audit-kit
1 AAK-MCP-007
Files: plugins/kitty/.mcp.json · reported by agent-audit-kit
1 AAK-MCP-ATTEST-001
Files: plugins/kitty/.mcp.json · reported by agent-audit-kit
1 AAK-OAUTH-3P-001
Files: pyproject.toml · reported by agent-audit-kit
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/src/cartograph/indexing/indexer.py · reported by cisco-skill-scanner