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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.
433 critical findings reported by cisco-skill-scanner, agent-audit-kit, 42 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
github: https://github.com/colophon-group/jobseek, 912 findings
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- jobseek
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.
v1.4.0
8 findings · 0.9s
v2.0.11
478 findings · 102.5s
v0.3.26
400 findings · 99.1s
v0.1.0
22 findings · 61.2s
v0.1.0
4 findings · 61.3s
vv0.3.2
No Go packages were found in this artifact. What each scanner covers
0 findings · 0.1s
No report in this scan: govulncheck, osv-scanner, trivy, trivy_image, nerlo-multi-source.
1 scan on record. Every scan's full results are retained immutably for 24 months.
| Completed | Composite | Change | Scanners | Status |
|---|---|---|---|---|
| Aug 11, 2026 | Scan Halted | — | agentshield: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·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 912 findings across every scanner that examined this package. 391 of 433 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 11 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.
253 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_script_injection_generic, AAK-INDIA-PII-001, COMMAND_INJECTION_EVAL and 12 more · Files: /repo/apps/crawler/tests/test_beisen_monitor.py, /repo/apps/crawler/tests/test_career_discover.py, apps/crawler/tests/test_beisen_monitor.py and 31 more · reported by cisco-skill-scanner, agent-audit-kit
195 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-001, AAK-AGENT-003, FILE_MAGIC_MISMATCH and 1 more · Files: AGENTS.md, .github/copilot-instructions.md, /repo/CLAUDE.md and 3 more · reported by agent-audit-kit, cisco-skill-scanner
43 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: AAK-HEALTHCARE-AI-005, AAK-IPI-WILD-CORPUS-001, AAK-HEALTHCARE-AI-004 and 7 more · Files: docs/19-data-backup-recovery.md, docs/17-codex-migration-verification-runbook.md, docs/21-ats-inventory-runner.md and 25 more · reported by agent-audit-kit, cisco-skill-scanner, nerlo-install-instruction
10 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: YARA_system_manipulation_generic · Files: /repo/.github/workflows/deploy-codex-runner.yml, /repo/.github/workflows/deploy-crawler-reconciliation.yml, /repo/apps/crawler/tests/test_ats_inventory_deployment.py · 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.
93 AAK-HEALTHCARE-AI-004
Files: .claude/agents/jobseek-labeller-extract-benefits.md, apps/web/src/content/blog/README.md, apps/crawler/src/workspace/steps/07-reflect.md and 90 more · reported by agent-audit-kit
31 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/apps/crawler/scripts/postgresql-operational-preflight.py, /repo/deploy/ats-inventory/github-app-token.py, /repo/scripts/codex-usage-probe.py and 10 more · reported by cisco-skill-scanner
24 DATA_EXFIL_JS_NETWORK
Files: /repo/apps/trace-viewer/src/hooks/useTrace.ts, /repo/apps/web/app/[lang]/(app)/watchlists/watchlists-page.tsx, /repo/apps/web/script/capture-screenshots.ts and 14 more · reported by cisco-skill-scanner
22 AAK-SECRET-004
Files: scripts/jobseek-data-backup.py, scripts/manage-hetzner-ingress.py, scripts/verify-typesense-host-credentials.py and 16 more · reported by agent-audit-kit
19 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/apps/crawler/src/core/monitors/avature.py, /repo/apps/crawler/src/core/monitors/hirehive.py, /repo/apps/crawler/src/core/monitors/inploi.py and 7 more
8 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: skills-missing-governance-commands/jobseek-label-daily.md, skills-missing-telemetry-.claude/commands/jobseek-error-review.md, skills-missing-telemetry-commands/jobseek-label-daily.md and 5 more · Files: commands/jobseek-label-daily.md, .claude/commands/jobseek-error-review.md, .claude/commands/jobseek-label-daily.md and 1 more · reported by agentshield
3 The model did not answer for these findings.
Rules: AAK-TASKS-003 · Files: apps/crawler/tests/test_ws_commands.py, apps/crawler/tests/test_observability_config.py, apps/crawler/tests/test_pipeline.py · reported by agent-audit-kit
Artifact contains critical command execution and system modification risks.
The artifact exhibits critical risks including potential SQL injection in data processing and command injection via evaluation and child processes. It also contains capabilities for system modification and shell execution, particularly within deployment scripts. Additionally, the artifact handles secrets that could be exposed through network egress.
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 GLOB_HIDDEN_FILE_TARGETING
Files: /repo/apps/crawler/src/workspace/commands/crawl.py, /repo/apps/crawler/src/workspace/commands/lifecycle.py, /repo/apps/crawler/src/ats_inventory/source.py and 1 more · reported by cisco-skill-scanner
16 MANIFEST_MISSING_LICENSE
Files: /repo/.agents/skills/jobseek-label-daily/SKILL.md, /repo/.agents/skills/jobseek-error-review/SKILL.md, /repo/SKILL.md and 13 more · reported by cisco-skill-scanner
16 TOOL_ABUSE_SYSTEM_MODIFICATION
Files: /repo/deploy/ats-inventory/control.sh, /repo/deploy/ats-inventory/install-host-from-stdin.sh, /repo/deploy/ats-inventory/install-host.sh and 8 more · reported by cisco-skill-scanner
14 FILE_MAGIC_MISMATCH
Files: /repo/apps/crawler/src/workspace/steps/parallel/config-tester.md, /repo/apps/crawler/src/workspace/steps/parallel/reconfig-tester.md, /repo/apps/crawler/murmur/scripts/validate-pipeline.ts and 3 more · reported by cisco-skill-scanner
13 YARA_sql_injection_generic
Files: /repo/apps/crawler/src/queries/monitor.py, /repo/apps/crawler/src/salary_reprocess.py, /repo/scripts/jobseek-host-observability.py and 1 more · reported by cisco-skill-scanner
12 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/apps/web/script/capture-screenshots.ts, /repo/apps/web/script/prune-company-og-cache.ts, /repo/apps/web/script/smoke-built-app.ts and 7 more · reported by nerlo-behavioral
12 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/packages/mcp-server/SKILL.md, /repo/apps/crawler/SKILL.md and 9 more · reported by cisco-skill-scanner
12 YARA_system_manipulation_generic
Files: /repo/deploy/ats-inventory/deploy-remote.sh, /repo/deploy/ats-inventory/install-host.sh, /repo/deploy/ats-inventory/network.sh and 3 more · reported by cisco-skill-scanner
10 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/apps/murmur-shim/app/api/murmur/_lib/catalog.ts, /repo/apps/murmur-shim/app/api/murmur/_lib/idempotency.ts, /repo/apps/web/next.config.ts and 1 more · reported by cisco-skill-scanner
9 AAK-MCP-018
Files: packages/mcp-server/src/server.ts, packages/mcp-server/scripts/verify-package.mjs, packages/mcp-server/src/tools/create-watchlist.ts and 6 more · reported by agent-audit-kit
9 HIDDEN_DATA_FILE
Files: /repo/.agents/labeller/normalizer.md, /repo/.agents/skills/jobseek-label-daily/SKILL.md, /repo/.agents/labeller/extractor.md and 6 more · reported by cisco-skill-scanner
8 COMMAND_INJECTION_EVAL
Files: /repo/apps/crawler/src/redis_queue.py · reported by cisco-skill-scanner
8 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/apps/crawler/scripts/postgresql-operational-preflight.py, /repo/deploy/ats-inventory/github-app-token.py, /repo/scripts/codex-usage-probe.py and 4 more · reported by nerlo-behavioral
8 PIPELINE_TAINT_FLOW
Files: /repo/apps/crawler/src/workspace/kb/api-sniffer-auto-probe-selects-wrong-json-path.md, /repo/apps/crawler/src/workspace/kb/SKILL.md, /repo/apps/crawler/src/workspace/kb/api-returns-exactly-10000-jobs-server-side-cap.md · reported by cisco-skill-scanner
6 YARA_autonomy_abuse_generic
Files: /repo/apps/murmur-shim/app/api/murmur/accept/route.ts · reported by cisco-skill-scanner
5 AAK-LEGAL-002
Files: package.json, apps/murmur-shim/package.json, apps/trace-viewer/package.json and 2 more · reported by agent-audit-kit
5 SECRET_CONNECTION_STRING
Files: /repo/apps/crawler/src/config.py, /repo/scripts/backfill-clear-rich-scrape.py, /repo/scripts/typesense-backfill-local.py and 1 more · reported by cisco-skill-scanner
4 AAK-IPI-WILD-CORPUS-001
Files: apps/crawler/src/migrations/versions/0013_add_cross_store_reconciliation_state.py, apps/crawler/src/migrations/versions/0001_initial_schema.py, apps/crawler/src/migrations/versions/0002_add_company_table.py and 1 more · reported by agent-audit-kit
4 LOW_ANALYZABILITY
Files: /repo/apps/murmur-shim/app/api/murmur, /repo, /repo/packages/mcp-server and 1 more · reported by cisco-skill-scanner
3 AAK-TASKS-003
Files: apps/crawler/src/cli.py, apps/crawler/src/deadletters.py, apps/crawler/src/workers/pipeline.py · reported by agent-audit-kit
3 COMMAND_INJECTION_JS_CHILD_PROCESS
Files: /repo/scripts/dealroom-company-requests.mjs, /repo/scripts/pnpm-pinned.mjs, /repo/apps/web/test-setup/run-prod-build.ts · reported by cisco-skill-scanner
3 EXCESSIVE_FILE_COUNT
Files: /repo/apps/crawler/., /repo/apps/crawler/src/workspace/kb/., /repo/. · reported by cisco-skill-scanner
2 COMPOUND_FIND_EXEC
Files: /repo/deploy/networking/harden-postgresql.sh, /repo/deploy/networking/install-host.sh · reported by cisco-skill-scanner
2 DATA_EXFIL_SOCKET_CONNECT
Files: /repo/deploy/ats-inventory/network-probe.py, /repo/scripts/manage-hetzner-ingress.py · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-hardcoded-external-egress
Files: /repo/apps/trace-viewer/src/hooks/useTrace.ts, /repo/apps/web/src/lib/indexnow.ts · reported by nerlo-behavioral
2 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/apps/crawler/src/workspace/kb/api-returns-exactly-10000-jobs-server-side-cap.md, /repo/apps/crawler/src/workspace/kb/api-sniffer-auto-probe-selects-wrong-json-path.md · reported by nerlo-install-instruction
2 SECRET_PASSWORD_VAR
Files: /repo/deploy/typesense-host/install-host.sh, /repo/deploy/backups/postgresql/smoke-repository.sh · reported by cisco-skill-scanner
1 AAK-HEALTHCARE-AI-005
Files: apps/crawler/alerts.yaml · reported by agent-audit-kit
1 AAK-MCP-FHI-001
Files: packages/mcp-server/src/tools/resolve.ts · reported by agent-audit-kit
1 YARA_code_execution_generic
Files: /repo/scripts/jobseek-host-observability.py · reported by cisco-skill-scanner
1 YARA_prompt_injection_unicode_steganography
Files: /repo/apps/web/public/publicdomain/the_king_light.png · reported by cisco-skill-scanner
1 YARA_tool_chaining_abuse_generic
Files: /repo/deploy/networking/verify-private-paths.sh · reported by cisco-skill-scanner
Showing 25 of 136; the rest are in the per-scanner reports above.