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Cursor Rules are .cursorrules / .cursor/rules files that steer Cursor's AI; 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. The composite score alone does not reflect this — read the per-scanner reports below.
Cursor Rules are .cursorrules / .cursor/rules files that steer Cursor's AI. Review the scanned source before copying them into your own project.
nerlo install -- pixel_detective
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
2 findings · 0.9s
v2.0.11
556 findings · 96.9s
v0.3.74
15 findings · 40.2s
v0.1.0
42 findings · 16.7s
v0.1.0
16 findings · 16.7s
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 · 1.3s
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: 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 631 findings across every scanner that examined this package. None of the 29 findings rated critical by their scanner were dismissed.
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.
61 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: RESOURCE_ABUSE_INFINITE_LOOP, DATA_EXFIL_NETWORK_REQUESTS, FILE_MAGIC_MISMATCH · Files: /repo/tests/test_ingestion.py, /repo/archive/deprecated/scripts/test_api.py, /repo/archive/deprecated/scripts/test_loading_performance.py and 4 more · reported by cisco-skill-scanner
44 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, EXCESSIVE_FILE_COUNT, MANIFEST_MISSING_LICENSE and 2 more · Files: /repo/docs/SKILL.md, /repo/docs/plans/SKILL.md, /repo/docs/reports_and_logs/SKILL.md and 20 more · reported by cisco-skill-scanner, nerlo-install-instruction
7 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, TOOL_ABUSE_UNDECLARED_NETWORK · Files: AGENTS.md, /repo/repo/AGENTS.md, /repo/backend/repo/backend/AGENTS.md and 3 more · reported by agent-audit-kit, 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.
102 DATA_EXFIL_JS_NETWORK
Files: /repo/skills/dev-graph-exports/scripts/export_timeline_segments_svg_parity.js, /repo/node_modules/@loaders.gl/loader-utils/src/loader-types.ts, /repo/tools/dev-graph-ui/src/app/dev-graph/complex/page.tsx and 9 more · reported by cisco-skill-scanner
81 MANIFEST_MISSING_LICENSE
Files: /repo/skills/sprint-perspectives/SKILL.md, /repo/skills/start-pixel-detective/SKILL.md, /repo/skills/dev-graph-exports/SKILL.md and 78 more · reported by cisco-skill-scanner
73 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/dev_graph_audit/SKILL.md, /repo/frontend/SKILL.md and 70 more · reported by cisco-skill-scanner
55 LOW_ANALYZABILITY
Files: /repo/node_modules/picocolors, /repo/node_modules/@loaders.gl/images, /repo/tools/dev-graph-ui/src/app/dev-graph/structure and 52 more · reported by cisco-skill-scanner
46 FILE_MAGIC_MISMATCH
Files: /repo/node_modules/@luma.gl/shadertools/src/modules/lighting/lights/lighting-uniforms-wgsl.ts, /repo/node_modules/@luma.gl/shadertools/src/modules-webgl1/lighting/pbr/pbr-fragment-glsl.ts, /repo/node_modules/@luma.gl/shadertools/src/modules/lighting/pbr-material/pbr-fragment-glsl.ts and 19 more
Critical command injection and data exfiltration risks identified.
The artifact contains critical command injection vulnerabilities in multiple files, including `blip_service.py`, `clip_service.py`, and `Parser.js`, allowing for shell execution. It also performs critical data exfiltration via HTTP POST requests in `ingest_benchmark.py`. High severity findings indicate potential secret exposure leading to network egress and file system access.
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.
42 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/tools/dev-graph-ui/src/app/dev-graph/complex/page.tsx, /repo/tools/dev-graph-ui/src/app/dev-graph/components/NodeDetailDrawer.tsx, /repo/tools/dev-graph-ui/src/app/dev-graph/components/RealAnalytics.tsx and 7 more · reported by nerlo-behavioral
26 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/backend/ingestion_orchestration_fastapi_app/pipeline/manager.py, /repo/skills/pixel-detective-exports/scripts/export_umap_hdbscan.py, /repo/skills/pixel-detective-exports/scripts/export_umap_pdf.py and 4 more · reported by cisco-skill-scanner
13 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/DEVELOPER_GUIDE.md, /repo/backend/ingestion_orchestration_fastapi_app/cuml_integration_guide.md, /repo/skills/README.md and 3 more · reported by nerlo-install-instruction
11 COMMAND_INJECTION_JS_CHILD_PROCESS
Files: /repo/skills/dev-graph-exports/scripts/export_timeline_segments_svg_parity.js, /repo/node_modules/commander/index.js · reported by cisco-skill-scanner
10 COMMAND_INJECTION_EVAL
Files: /repo/backend/ml_inference_fastapi_app/services/blip_service.py, /repo/backend/ml_inference_fastapi_app/services/clip_service.py, /repo/node_modules/stylis/src/Parser.js and 1 more · reported by cisco-skill-scanner
10 HIDDEN_DATA_FILE
Files: /repo/node_modules/.bin/xss.ps1, /repo/node_modules/.bin/nanoid.cmd, /repo/node_modules/.bin/xss.cmd and 6 more · reported by cisco-skill-scanner
9 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/skills/dev-graph-exports/scripts/export_timeline_segments_svg_parity.js · reported by cisco-skill-scanner
9 MANIFEST_INVALID_NAME
Files: /repo/developer_graph/SKILL.md, /repo/node_modules/wgsl_reflect/SKILL.md, /repo/.cursor/SKILL.md and 6 more · reported by cisco-skill-scanner
6 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/skills/sprint-perspectives/repo/skills/sprint-perspectives/SKILL.md, /repo/skills/dev-graph-exports/repo/skills/dev-graph-exports/SKILL.md, /repo/skills/pixel-detective-exports/repo/skills/pixel-detective-exports/SKILL.md and 3 more · reported by cisco-skill-scanner
5 AAK-SECRET-004
Files: developer_graph/enhanced_git_ingest.py, developer_graph/app_state.py, developer_graph/enhanced_ingest.py and 1 more · reported by agent-audit-kit
4 AAK-TASKS-003
Files: components/task_orchestrator.py, backend/ingestion_orchestration_fastapi_app/routers/duplicates.py, tools/dev-graph-ui/src/utils/workerManager.ts and 1 more · reported by agent-audit-kit
4 COMMAND_INJECTION_JS_FUNCTION_CONSTRUCTOR
Files: /repo/node_modules/@luma.gl/webgl/src/adapter/converters/device-parameters.ts · reported by cisco-skill-scanner
4 DATA_EXFIL_HTTP_POST
Files: /repo/backend/scripts/ingest_benchmark.py · reported by cisco-skill-scanner
3 AAK-LEGAL-002
Files: package.json, frontend/package.json, tools/dev-graph-ui/package.json · reported by agent-audit-kit
2 EXCESSIVE_FILE_COUNT
Files: /repo/., /repo/node_modules/dayjs/. · reported by cisco-skill-scanner
1 AAK-TASKS-004
Files: components/task_orchestrator.py · reported by agent-audit-kit
1 skills-missing-governance-skills/README.md
Files: skills/README.md · reported by agentshield
1 skills-missing-telemetry-skills/README.md
Files: skills/README.md · reported by agentshield
1 YARA_prompt_injection_unicode_steganography
Files: /repo/site/assets/images/dev-graph-hero.png · reported by cisco-skill-scanner
Showing 25 of 136; the rest are in the per-scanner reports above.