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Fairytales research: annotation tool + Ollama-backed auto-annotation backend
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.
9 critical findings reported by cisco-skill-scanner, 5 of them in the installed artifact. 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 -- fairytales-research
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
322 findings · 118.9s
v0.3.74
989 findings · 55.7s
v0.1.0
2 findings · 17.3s
v0.1.0
7 findings · 17.3s
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 · 2.1s
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 ·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 1,320 findings across every scanner that examined this package. 4 of 9 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.
72 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: PDF_STRUCTURAL_THREAT, LOW_ANALYZABILITY, YARA_prompt_injection_unicode_steganography and 7 more · Files: /repo/docs/papers/Digital_Presentation_and_Interactive_Learning_for_Intangible_Cultural_Heritage_Preservation_Using_Artificial_Intelligence.pdf, /repo/docs/papers/story_ribbons.pdf, /repo/docs/papers/Thompson_2016_Motif-Index.pdf and 25 more · reported by cisco-skill-scanner, nerlo-install-instruction
58 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_JS_FS_ACCESS, LOW_ANALYZABILITY, DATA_EXFIL_JS_NETWORK and 2 more · Files: /repo/annotation_tools/tests/integration/fix_v3_json_files.js, /repo/annotation_tools/tests/integration/test_functionality.js, /repo/annotation_tools/tests/integration/test_load_paths.js and 10 more · 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.
985 AAK-SECRET-004
Files: scripts/batch_stac_annotation.py, scripts/run_full_pipeline_and_evaluate.py, llm_model/auto_narratives_cli.py and 7 more · reported by agent-audit-kit
54 FILE_MAGIC_MISMATCH
Files: /repo/annotation_tools/vite.config.js, /repo/story_visualization/vite.config.js, /repo/annotation_tools/src/version.js and 48 more · reported by cisco-skill-scanner
22 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/annotation_tools/server.js, /repo/scripts/parse_atu_csv.js, /repo/scripts/parse_motifs_csv.js and 3 more · reported by cisco-skill-scanner
20 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/post_data_process/SKILL.md, /repo/synthetic_data_generate/SKILL.md and 17 more · reported by cisco-skill-scanner
20 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/post_data_process/SKILL.md, /repo/synthetic_data_generate/SKILL.md and 17 more · reported by cisco-skill-scanner
The model could have called any of these a false positive and did not.
3 SQL_INJECTION_STRING_FORMAT
Files: /repo/llm_model/vector_database/sqlite_store.py · reported by cisco-skill-scanner
Critical command and SQL injection risks identified.
The artifact contains critical command injection vulnerabilities in `huggingface_client.py` and SQL injection vulnerabilities in `sqlite_store.py`, enabling potential shell execution and database manipulation. Additionally, numerous secrets are present in `atu_hierarchy.js`, and the artifact exhibits capabilities for data exfiltration via file system access and network egress. These findings warrant immediate attention due to the potential for significant system compromise and credential exposure.
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.
16 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/llm_model/gemini_client.py, /repo/llm_model/ollama_client.py, /repo/scripts/download_chinese_tales.py and 1 more · reported by cisco-skill-scanner
14 ASSET_PROMPT_INJECTION
Files: /repo/datasets/IndianTales/json/EN_004_Punchkin.json, /repo/datasets/IndianTales/json_v2/EN_004_Punchkin_v2.json, /repo/datasets/IndianTales/json_v3/EN_004_Punchkin_v3.json and 5 more · reported by cisco-skill-scanner
14 MANIFEST_INVALID_NAME
Files: /repo/llm_model/vector_database/SKILL.md, /repo/datasets/ChineseTales/traditional_texts/SKILL.md, /repo/datasets/ChineseTales/SKILL.md and 11 more · reported by cisco-skill-scanner
12 DATA_EXFIL_JS_NETWORK
Files: /repo/annotation_tools/src/utils/backendConfig.js, /repo/annotation_tools/src/utils/folderCache.js, /repo/story_visualization/dist/assets/index-BXq-a9PN.js · reported by cisco-skill-scanner
4 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/README.md, /repo/backend/README.md, /repo/llm_model/vector_database/README.md · reported by nerlo-install-instruction
4 TOOL_ABUSE_SYSTEM_PACKAGE_INSTALL
Files: /repo/scripts/setup_npm.sh · reported by cisco-skill-scanner
3 EXCESSIVE_FILE_COUNT
Files: /repo/., /repo/llm_model/., /repo/datasets/ChineseTales/. · reported by cisco-skill-scanner
3 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/repo/DEPENDENCIES.md, /repo/backend/repo/backend/README.md, /repo/llm_model/repo/llm_model/README.md · reported by cisco-skill-scanner
2 AAK-LEGAL-002
Files: annotation_tools/package.json, story_visualization/package.json · reported by agent-audit-kit
2 COMMAND_INJECTION_EVAL
Files: /repo/llm_model/huggingface_client.py · reported by cisco-skill-scanner
2 LOW_ANALYZABILITY
Files: /repo/annotation_tools, /repo/story_visualization · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/llm_model/gemini_client.py · reported by nerlo-behavioral
2 OVERSIZED_FILE
Files: /repo/post_data_process/text_span_embeddings.tsv · reported by cisco-skill-scanner
2 PIPELINE_TAINT_FLOW
Files: /repo/DEPENDENCIES.md, /repo/SKILL.md · reported by cisco-skill-scanner
1 AAK-SPLUNK-TOKLOG-001
Files: backend/main.py · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: pyproject.toml · reported by agent-audit-kit
1 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/DEPENDENCIES.md · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-install-shell-inline-command
Files: /repo/scripts/setup_npm.sh · reported by nerlo-install-instruction
Showing 25 of 1,018; the rest are in the per-scanner reports above.