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AI-powered assistant for reviewing construction specifications and submittals
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.
2 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 -- construction-spec-assistant
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
80 findings · 24.8s
v0.3.74
7 findings · 10.2s
v0.1.0
0 findings · 5.7s
v0.1.0
3 findings · 5.7s
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 · 0.1s
v0.1.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 1.8s
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 90 findings across every scanner that examined this package. None of the 2 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.
9 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: YARA_prompt_injection_unicode_steganography, FILE_MAGIC_MISMATCH, AAK-HEALTHCARE-AI-004 and 2 more · Files: /repo/docs/images/csi-spec-doc-processing-pipeline.png, /repo/docs/competitive-landscape-research.md, specs/09-langsmith-traceability.md and 2 more · reported by cisco-skill-scanner, 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.
26 DATA_EXFIL_JS_NETWORK
Files: /repo/frontend/src/services/api.ts · reported by cisco-skill-scanner
8 HIDDEN_DATA_FILE
Files: /repo/.agent_logs/langgraph-supervisor-architecture.md, /repo/.augment/rules/imported/frontend-branch-workflow.md, /repo/.augment/rules/imported/frontend-rule.md and 5 more · reported by cisco-skill-scanner
8 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/frontend/SKILL.md, /repo/backend/SKILL.md and 5 more · reported by cisco-skill-scanner
8 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/frontend/SKILL.md, /repo/backend/SKILL.md and 5 more · reported by cisco-skill-scanner
4 YARA_system_manipulation_generic
Files: /repo/notebooks/pdf_anonymize_with_ms_presidio.ipynb · reported by cisco-skill-scanner
3 LOW_ANALYZABILITY
Files: /repo/frontend, /repo/mock-ui, /repo · reported by cisco-skill-scanner
3
The model could have called any of these a false positive and did not.
1 OVERSIZED_FILE
Files: /repo/data/Submittal_and_Product_Description_redacted.pdf · reported by cisco-skill-scanner
Critical PDF structural threats, shell execution, and network egress detected.
The artifact contains critical structural threats within PDF files, which warrant immediate attention. It also exhibits capabilities for shell execution, specifically noted in a README file and Jupyter notebooks, and potential network egress through SSRF vulnerabilities in `uv.lock` and general JavaScript network exfiltration. Additionally, the artifact has areas of low analyzability in frontend and mock-ui components, hindering full security assessment.
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/backend/README.md, /repo/backend/SKILL.md · reported by cisco-skill-scanner
3 UNANALYZABLE_BINARY
Files: /repo/data/Submittal_and_Product_Description_redacted.pdf, /repo/data/Spec_14_24_00.pdf, /repo/data/Submittal_TKE_endura_product_brochure.pdf · reported by cisco-skill-scanner
2 AAK-LEGAL-002
Files: frontend/package.json, mock-ui/package.json · reported by agent-audit-kit
2 AAK-SSRF-TOCTOU-001
Files: pyproject.toml, uv.lock · reported by agent-audit-kit
2 FILE_MAGIC_MISMATCH
Files: /repo/backend/construction_spec_assistant.egg-info/top_level.txt · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/backend/README.md · reported by nerlo-install-instruction
2 PDF_STRUCTURAL_THREAT
Files: /repo/data/Submittal_and_Product_Description_redacted.pdf, /repo/data/Spec_14_24_00.pdf · reported by cisco-skill-scanner
2 YARA_prompt_injection_unicode_steganography
Files: /repo/data/Submittal_and_Product_Description_redacted.pdf · reported by cisco-skill-scanner
1 AAK-LANGCHAIN-SSRF-REDIR-001
Files: uv.lock · 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 MANIFEST_INVALID_NAME
Files: /repo/.agent_logs/SKILL.md · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/backend/README.md · reported by nerlo-install-instruction