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Scraping framework for Swiss federal and cantonal court decisions
The publisher performed an authenticated act of publication — proving control of a namespace in the official MCP registry, or appearing in a first-party catalogue an operator curates. That establishes WHO published it. It is not a security finding, and attested artifacts carry Flagged verdicts too.
23 critical findings reported by cisco-skill-scanner, agent-audit-kit, 19 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
This artifact ships from 2 sources and their verdicts differ. The worst is github (Flagged). Installing from a cleaner source does not mean the others are safe — check the source you actually install from.
github: https://github.com/jonashertner/caselaw-repo-1, 780 findings
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- swiss-caselaw-scrapers
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
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.
v2.0.11
701 findings · 40.6s
v0.3.26
60 findings · 45.5s
v0.1.0
15 findings · 38.0s
v0.1.0
4 findings · 38.0s
v0.1.0
0 findings · 27.9s
v1.4.0
This scanner found nothing in this artifact that it assesses. What each scanner covers
0 findings · 0.2s
No report in this scan: capslock, govulncheck, osv-scanner, trivy, trivy_image.
2 scans on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 3, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completenerlo-multi-source: complete | rejected |
| Jul 31, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completenerlo-multi-source: complete | 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 780 findings across every scanner that examined this package. 4 of 23 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 357 findings stand exactly as their scanners reported them, at full severity, as they would have without this review.
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.
170 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: PIPELINE_TAINT_FLOW, opt.nerlo-rules.nerlo-install-pipe-to-shell, AAK-HEALTHCARE-AI-004 and 4 more · Files: /repo/docs/superpowers/plans/2026-03-16-hybrid-dense-retrieval.md, /repo/docs/superpowers/plans/SKILL.md, docs/MIGRATIONS.md and 106 more · reported by cisco-skill-scanner, nerlo-install-instruction, agent-audit-kit
15 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: YARA_sql_injection_generic, SQL_INJECTION_STRING_FORMAT, AAK-SECRET-004 and 3 more · Files: /repo/tests/test_search_deadline_abort.py, /repo/tests/web/test_attest_audits.py, test_llm_expansion.py and 7 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.
88 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/backfill_bstger_urls.py, /repo/backfill_ge_ocr.py, /repo/benchmarks/copilot_openapi_validation.py and 36 more · reported by cisco-skill-scanner
22 DATA_EXFIL_JS_NETWORK
Files: /repo/tools/word-addin/js/api.js, /repo/tools/word-addin/js/app.js, /repo/web_ui/src/api.js · reported by cisco-skill-scanner
15 AAK-SECRET-004
Files: stripe_billing.py, base_scraper.py, scripts/build_representation_manifest.py and 9 more · reported by agent-audit-kit
13 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/scrapers/scholarship/oai_pmh.py, /repo/scrapers/scholarship/repositorium_ch.py, /repo/scripts/bger_poller.py and 5 more · reported by nerlo-behavioral
11 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/deploy/SKILL.md, /repo/refactor/SKILL.md and 8 more · reported by cisco-skill-scanner
The model could have called any of these a false positive and did not.
4 SQL_INJECTION_STRING_FORMAT
Files: /repo/mcp_server.py, /repo/generate_stats.py, /repo/quality/checks/cross_db.py · reported by cisco-skill-scanner
356 The review budget for this scan was already spent before these findings were reached.
Rules: UNANALYZABLE_BINARY, ARCHIVE_FILE_DETECTED, HIDDEN_DATA_FILE and 9 more · Files: /repo/docs/paper/v3/opencaselaw-arxiv-2026-05-19.tar.gz!/tables/._cross_lang_citation_matrix.tex, /repo/docs/integrity/2026-06-20.root.ots, /repo/docs/integrity/2026-06-17.root.ots and 130 more · reported by cisco-skill-scanner
1 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: SQL_INJECTION_STRING_FORMAT · Files: /repo/benchmarks/run_search_benchmark.py · reported by cisco-skill-scanner
Critical SQL injection and PII exposure risks identified.
The artifact contains critical SQL injection vulnerabilities in `mcp_server.py` and other files, which could allow unauthorized database manipulation. It also exposes sensitive PII data in benchmark files and has a DNS rebinding vulnerability in `mcp_server.py`. Additionally, high-severity findings indicate potential secret exposure and network egress capabilities in `base_scraper.py` and other modules.
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.
11 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/deploy/SKILL.md, /repo/refactor/SKILL.md and 8 more · reported by cisco-skill-scanner
7 AAK-INDIA-PII-001
Files: benchmarks/latest_search_benchmark_synonym_v2.json, benchmarks/latest_search_benchmark_synonym.json, artifacts/paper_release_2026-03-20/benchmark_report_release_matched.json · reported by agent-audit-kit
7 FILE_MAGIC_MISMATCH
Files: /repo/tools/word-addin/appsource-certification-notes.txt, /repo/data/materialien/bv-ab-staenderat.txt, /repo/decision_widget.py and 2 more · reported by cisco-skill-scanner
7 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/base_scraper.py, /repo/export_parquet.py, /repo/mcp_server.py and 3 more · reported by cisco-skill-scanner
7 YARA_capability_inflation_generic
Files: /repo/mcp_server.py · reported by cisco-skill-scanner
6 SQL_INJECTION_STRING_FORMAT
Files: /repo/mcp_server.py, /repo/scripts/paper_snapshot_stats.py, /repo/quality/checks/schema.py and 1 more · reported by cisco-skill-scanner
3 AAK-HEALTHCARE-AI-004
Files: runbooks/db_generation_mismatch.md, study/curriculum/oeffentliches_prozessrecht.json, study/curriculum/strafrecht_bt.json · reported by agent-audit-kit
3 AAK-SPLUNK-TOKLOG-001
Files: stripe_billing.py, mcp_server.py, web_api/ocl_quota.py · reported by agent-audit-kit
3 DATA_EXFIL_SOCKET_CONNECT
Files: /repo/run_all_scrapers.py, /repo/tools/socks5_proxy.py · reported by cisco-skill-scanner
3 MANIFEST_INVALID_NAME
Files: /repo/benchmarks/audit_rails/SKILL.md, /repo/benchmarks/swiss_legal_rag_bench/SKILL.md, /repo/artifacts/paper_release_2026-03-20/SKILL.md · reported by cisco-skill-scanner
3 PIPELINE_TAINT_FLOW
Files: /repo/runbooks/db_generation_mismatch.md, /repo/runbooks/SKILL.md · reported by cisco-skill-scanner
3 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/repo/CONTRIBUTORS.md, /repo/tools/repo/tools/README.md, /repo/benchmarks/swiss_legal_rag_bench/repo/benchmarks/swiss_legal_rag_bench/README.md · reported by cisco-skill-scanner
2 AAK-IPI-WILD-CORPUS-001
Files: backfill_canonical_identity.py, scripts/backfill_2026_04_29_audit.py · reported by agent-audit-kit
2 AAK-STATE-PRIVACY-001
Files: tools/word-addin/privacy.html, tools/word-addin/terms.html · reported by agent-audit-kit
2 AAK-STATE-PRIVACY-002
Files: tools/word-addin/privacy.html, tools/word-addin/terms.html · reported by agent-audit-kit
2 AAK-STATE-PRIVACY-003
Files: tools/word-addin/privacy.html, tools/word-addin/terms.html · reported by agent-audit-kit
2 LOW_ANALYZABILITY
Files: /repo/tools, /repo/tools/word-addin · reported by cisco-skill-scanner
1 AAK-DNS-REBIND-001
Files: mcp_server.py · reported by agent-audit-kit
1 AAK-DNS-REBIND-002
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-LEGAL-002
Files: web_ui/package.json · reported by agent-audit-kit
1 AAK-MCP-STATELESS-001
Files: mcp_server.py · reported by agent-audit-kit
1 AAK-MCP-STATELESS-003
Files: deploy/nginx-mcp-server.conf · reported by agent-audit-kit
1 AAK-OAUTH-3P-001
Files: requirements.txt · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: pyproject.toml · reported by agent-audit-kit
1 ASSET_PROMPT_INJECTION
Files: /repo/data/materialien/bv-ab-nationalrat.txt · reported by cisco-skill-scanner
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-hardcoded-external-egress
Files: /repo/tools/word-addin/js/app.js · reported by nerlo-behavioral
1 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/runbooks/db_generation_mismatch.md · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/web_ui/src/api.js · reported by nerlo-behavioral
Showing 25 of 66; the rest are in the per-scanner reports above.