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Local FastAPI service for governed deliberation between AI coding agents (Codex, Claude Code, Gemini, plus OpenRouter open-weight seats). Single-user, local-only, SQLite-backed.
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.
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- ai-switchboard
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
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
84 findings · 13.8s
v0.3.74
20 findings · 23.1s
v0.1.0
0 findings · 6.5s
v0.1.0
9 findings · 6.5s
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 · 2.0s
No report in this scan: 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 |
|---|---|---|---|---|
| Sep 3, 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 |
| Aug 11, 2026 | Scan Halted | — | agentshield ·n/a: not applicablecisco-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 113 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.
26 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: opt.nerlo-rules.nerlo-install-pipe-to-shell, PIPELINE_TAINT_FLOW, AAK-HEALTHCARE-AI-004 and 4 more · Files: /repo/docs/SAFETY_MODEL.md, /repo/docs/SKILL.md, docs/decisions/0018_no_sandbox_manifest_for_cli_seats.md and 3 more · reported by nerlo-install-instruction, cisco-skill-scanner, agent-audit-kit
7 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: AAK-TASKS-003 · Files: tests/test_doc_export.py, tests/test_provenance.py, tests/test_failure_cause_tags_end_to_end.py and 4 more · reported by agent-audit-kit
5 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-002, TOOL_ABUSE_UNDECLARED_NETWORK · Files: CLAUDE.md, /repo/repo/AGENTS.md · reported by agent-audit-kit, 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.
12 DATA_EXFIL_JS_NETWORK
Files: /repo/app/dashboard/dashboard.js, /repo/app/dashboard/plugin_loader.js, /repo/app/dashboard/plugins/trajectory-tools.js · reported by cisco-skill-scanner
10 YARA_prompt_injection_unicode_steganography
Files: /repo/landing/misc/ai_switchboard_presentation_20260519115710.pptx!/ppt/media/image-2-1.png, /repo/landing/misc/ai_switchboard_presentation_20260519115710.pptx!/ppt/media/image-6-1.png, /repo/landing/output/playwright/manifesto-final.png and 3 more · reported by cisco-skill-scanner
6 FILE_MAGIC_MISMATCH
Files: /repo/landing/misc/ai_switchboard_presentation_20260519154509.pptx, /repo/landing/misc/d2.txt, /repo/landing/misc/ai_switchboard_presentation_20260515051336.pptx and 3 more · reported by cisco-skill-scanner
6 PIPELINE_TAINT_FLOW
Files: /repo/skills/generic/safety_behavior.md, /repo/skills/generic/SKILL.md · reported by cisco-skill-scanner
5 AAK-TASKS-003
Files: app/protocol/validators.py, app/services/trajectory_exporter.py, app/services/orchestrator.py and 2 more
Critical path traversal and resource abuse risks identified
The artifact contains critical findings for path traversal in `/repo/app/services/pidlock.py`, which could allow access to arbitrary files. A critical resource abuse finding, specifically a fork bomb, is present in `/repo/app/services/action_plan.py`, which could lead to system instability. High severity findings indicate potential for system manipulation and infinite loops in `/repo/app/services/orchestrator.py` and `/repo/skills/generic/safety_behavior.md`. Further high severity findings suggest pipeline taint flow and shell execution via installation instructions.
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.
5 MANIFEST_MISSING_LICENSE
Files: /repo/clients/codex-skill/SKILL.md, /repo/SKILL.md, /repo/clients/SKILL.md and 2 more · reported by cisco-skill-scanner
4 YARA_system_manipulation_generic
Files: /repo/app/services/action_plan.py, /repo/skills/generic/safety_behavior.md, /repo/skills/generic/SKILL.md · reported by cisco-skill-scanner
3 HIDDEN_DATA_FILE
Files: /repo/landing/misc/ai_switchboard_presentation_20260515051336.pptx!/_rels/.rels, /repo/landing/misc/ai_switchboard_presentation_20260519154509.pptx!/_rels/.rels, /repo/landing/misc/ai_switchboard_presentation_20260519115710.pptx!/_rels/.rels · reported by cisco-skill-scanner
3 OFFICE_EMBEDDED_OLE
Files: /repo/landing/misc/ai_switchboard_presentation_20260519115710.pptx, /repo/landing/misc/ai_switchboard_presentation_20260519154509.pptx, /repo/landing/misc/ai_switchboard_presentation_20260515051336.pptx · reported by cisco-skill-scanner
3 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/clients/SKILL.md, /repo/skills/generic/SKILL.md · reported by cisco-skill-scanner
3 UNANALYZABLE_BINARY
Files: /repo/landing/misc/switch.pdf, /repo/ai-switchboard.icns, /repo/landing/ai-conclave-makeover.zip · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/skills/generic/safety_behavior.md · reported by nerlo-install-instruction
2 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/tools/install-desktop-app.sh · reported by nerlo-install-instruction
2 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/app/services/orchestrator.py · reported by cisco-skill-scanner
1 AAK-SUPPLY-004
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-TASKS-001
Files: app/api/tasks.py · reported by agent-audit-kit
1 AAK-TASKS-004
Files: app/api/tasks.py · reported by agent-audit-kit
1 ARCHIVE_FILE_DETECTED
Files: /repo/landing/ai-conclave-makeover.zip · reported by cisco-skill-scanner
1 BINARY_FILE_DETECTED
Files: /repo/ai-switchboard.icns · reported by cisco-skill-scanner
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 OVERSIZED_FILE
Files: /repo/landing/misc/ai_switchboard_presentation_20260519115710.pptx · reported by cisco-skill-scanner
1 PATH_TRAVERSAL_OPEN
Files: /repo/app/services/pidlock.py · reported by cisco-skill-scanner
1 RESOURCE_ABUSE_FORK_BOMB
Files: /repo/app/services/action_plan.py · reported by cisco-skill-scanner