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Software Factory scaffold for local AI models
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.
6 critical findings reported by cisco-skill-scanner, agent-audit-kit. 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 -- dark-app-factory
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
190 findings · 19.2s
v0.3.74
14 findings · 15.5s
v0.1.0
9 findings · 8.1s
v0.1.0
6 findings · 8.1s
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 · 2.3s
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 ·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 219 findings across every scanner that examined this package. None of the 6 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.
20 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 and 1 more · Files: /repo/.github/SKILL.md, /repo/docs/SKILL.md, /repo/specs/SKILL.md and 7 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 · Files: .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: DATA_EXFIL_NETWORK_REQUESTS · Files: /repo/tests/utils/model_discovery.py · reported by 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: TOOL_ABUSE_UNDECLARED_NETWORK · Files: /repo/repo/AGENTS.md · 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.
66 DATA_EXFIL_JS_NETWORK
Files: /repo/blocks/aichat/frontend/pages/ChatPage.tsx, /repo/blocks/analytics/frontend/pages/AnalyticsPage.tsx, /repo/blocks/blog/frontend/pages/BlogPage.tsx and 10 more · reported by cisco-skill-scanner
31 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/scenarios/SKILL.md, /repo/skills/SKILL.md and 28 more · reported by cisco-skill-scanner
31 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/scenarios/SKILL.md, /repo/skills/SKILL.md and 28 more · reported by cisco-skill-scanner
13 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/factory.py, /repo/judge.py, /repo/scripts/cua-smoke.py and 3 more · reported by cisco-skill-scanner
13 LOW_ANALYZABILITY
Files: /repo/blocks/aichat, /repo/blocks/admin, /repo/blocks/social and 10 more · reported by cisco-skill-scanner
The model could have called any of these a false positive and did not.
1 AAK-MCP-ENV-PLACEHOLDER-EXFIL-001
Files: scripts/cua-smoke.py · reported by agent-audit-kit
Artifact contains critical vulnerabilities including shell execution and credential exfiltration.
The artifact exhibits critical command injection capabilities in `scripts/cua-smoke.py`, allowing for shell execution. It also has critical server-side request forgery (SSRF) in `src/specialists/council.py` and can exfiltrate environment variables from `scripts/cua-smoke.py`. Additionally, the artifact performs dynamic code execution in `factory.py` and facilitates credential access leading to network egress from `blocks/email/backend/service.py`.
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/factory.py · reported by cisco-skill-scanner
5 opt.nerlo-rules.nerlo-py-dynamic-exec
Files: /repo/factory.py, /repo/run_manifest.py · reported by nerlo-behavioral
4 HIDDEN_DATA_FILE
Files: /repo/.windsurfrules, /repo/.mcpbignore, /repo/.assess-fix-timestamp and 1 more · reported by cisco-skill-scanner
2 AAK-SECRET-004
Files: blocks/stripe/backend/service.py, blocks/email/backend/service.py · reported by agent-audit-kit
2 FILE_MAGIC_MISMATCH
Files: /repo/llms-full.txt, /repo/llms.txt · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/blocks/membership/frontend/pages/LoginPage.tsx, /repo/blocks/membership/frontend/pages/MembersPage.tsx · reported by nerlo-behavioral
2 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/blocks/email/backend/service.py, /repo/factory.py · reported by nerlo-behavioral
2 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/mcp-server/repo/mcp-server/README.md, /repo/blocks/mcp_client/repo/blocks/mcp_client/README.md · reported by cisco-skill-scanner
1 AAK-LEGAL-002
Files: web_sota/package.json · reported by agent-audit-kit
1 AAK-LLM-SQL-RCE-001
Files: dtu/main.py · reported by agent-audit-kit
1 AAK-MCP-015
Files: foreman.py · reported by agent-audit-kit
1 AAK-MCP-SSRF-001
Files: mcp-server/src/dark_app_factory_mcp/server.py · reported by agent-audit-kit
1 AAK-OAUTH-008
Files: web/server.py · reported by agent-audit-kit
1 AAK-SSRF-001
Files: src/specialists/council.py · reported by agent-audit-kit
1 AAK-SSRF-002
Files: src/specialists/council.py · reported by agent-audit-kit
1 AAK-SSRF-005
Files: src/specialists/council.py · reported by agent-audit-kit
1 AAK-STDIO-001
Files: foreman.py · reported by agent-audit-kit
1 COMMAND_INJECTION_OS_SYSTEM
Files: /repo/scripts/cua-smoke.py · reported by cisco-skill-scanner
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 MANIFEST_INVALID_NAME
Files: /repo/blocks/mcp_client/SKILL.md · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/vibes/7zip-mcp-webapp.md · reported by nerlo-install-instruction
1 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/factory.py · reported by cisco-skill-scanner
1 SECRET_JWT_TOKEN
Files: /repo/dtu/main.py · reported by cisco-skill-scanner
Showing 25 of 30; the rest are in the per-scanner reports above.