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Cross-platform PRD verifier and host-driven generator with deterministic structural rules, calibrated multi-judge verification, and full audit lineage. 17 MCP tools, 1503 tests.
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.
37 critical findings reported by cisco-skill-scanner, agent-audit-kit, 25 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
This artifact ships from 3 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. Some sources have no verdict at all; that is not a pass.
github: https://github.com/cdeust/ai-architect-mcp-spec, 182 findings
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- ai-architect-mcp-spec
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
6 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
2 findings · 0.6s
v2.0.11
83 findings · 18.9s
v0.3.26
31 findings · 7.0s
v0.1.0
1 finding · 32.0s
v0.1.0
3 findings · 32.0s
v0.1.0
0 findings · 23.1s
No report in this scan: capslock, 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 4, 2026 | Scan Halted | — | agentshield: completecisco-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 120 findings across every scanner that examined this package. 12 of 37 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 2 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.
17 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: COMMAND_INJECTION_EVAL, FILE_MAGIC_MISMATCH, AAK-MCP-018 · Files: /repo/packages/core/src/__tests__/evidence-retention.test.ts, /repo/packages/core/src/__tests__/reliability-repository.test.ts, /repo/packages/benchmark/calibration/__tests__/math-oracle.test.ts and 5 more · reported by cisco-skill-scanner, agent-audit-kit
12 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-run-bundled-artifact, AAK-HEALTHCARE-AI-004, SOCIAL_ENG_VAGUE_DESCRIPTION and 1 more · Files: /repo/docs/ROADMAP.md, /repo/docs/audits/COASE_DISPATCH_POLICY_2026-05-04.md, docs/PHASE_4_PLAN.md and 5 more · reported by nerlo-install-instruction, agent-audit-kit, cisco-skill-scanner
1 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: MANIFEST_INVALID_NAME · Files: /repo/.github/SKILL.md · 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.
12 COMMAND_INJECTION_EVAL
Files: /repo/mcp-server/index.js, /repo/packages/benchmark/calibration/schema-oracle.ts, /repo/packages/benchmark/calibration/math-oracle.ts and 3 more · reported by cisco-skill-scanner
11 AAK-LEGAL-002
Files: mcp-server/package.json, packages/strategy/package.json, packages/verification/package.json and 8 more · reported by agent-audit-kit
11 MANIFEST_MISSING_LICENSE
Files: /repo/skills/audit-prd/SKILL.md, /repo/skills/validate-spec/SKILL.md, /repo/packages/skill/SKILL.md and 8 more · reported by cisco-skill-scanner
10 COMMAND_INJECTION_JS_CHILD_PROCESS
Files: /repo/packages/benchmark/calibration/calibrate-gates.ts, /repo/packages/benchmark/calibration/frozen-baseline.ts, /repo/packages/benchmark/calibration/production-artefacts-io.ts and 3 more · reported by cisco-skill-scanner
6 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/tasks/SKILL.md, /repo/packages/benchmark/calibration/SKILL.md and 3 more
2 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: skills-missing-governance-commands/generate-prd.md, skills-missing-telemetry-commands/generate-prd.md · Files: commands/generate-prd.md · reported by agentshield
Artifact has critical command injection and credential exposure risks.
The artifact contains multiple instances of shell execution capabilities via command injection in files like `/repo/mcp-server/index.js` and various calibration scripts. It also exposes a secret credential in `packages/validation/src/audit-flags/rules/sws.yaml` and has a Server-Side Request Forgery vulnerability in `packages/mcp-server/src/pipeline-tools.ts`. Additionally, there are high severity findings related to network egress of secrets and other marketplace vulnerabilities.
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 FILE_MAGIC_MISMATCH
Files: /repo/packages/orchestration/src/types/state/index.ts, /repo/packages/orchestration/src/handlers/implementation.ts, /repo/packages/orchestration/src/handlers/post-impl-verification.ts and 2 more · reported by cisco-skill-scanner
4 AAK-MCP-018
Files: packages/mcp-server/src/mcp-prompts.ts, packages/mcp-server/src/budget-tools.ts, packages/mcp-server/src/index.ts and 1 more · reported by agent-audit-kit
4 HIDDEN_DATA_FILE
Files: /repo/.mcpbignore, /repo/.agents/plugins/marketplace.json, /repo/.codex-plugin/plugin.json and 1 more · reported by cisco-skill-scanner
3 LOW_ANALYZABILITY
Files: /repo/scripts/external-judge, /repo/packages/benchmark/calibration, /repo · reported by cisco-skill-scanner
3 PIPELINE_TAINT_FLOW
Files: /repo/scripts/external-judge/SKILL.md, /repo/scripts/external-judge/README.md · reported by cisco-skill-scanner
2 AAK-HEALTHCARE-AI-004
Files: CHANGELOG.md, packages/skill/commands/generate-prd.md · reported by agent-audit-kit
2 AAK-MARKETPLACE-001
Files: .claude-plugin/marketplace.json, .agents/plugins/marketplace.json · reported by agent-audit-kit
2 DATA_EXFIL_JS_NETWORK
Files: /repo/scripts/external-judge/lib/openai-client.mjs · reported by cisco-skill-scanner
1 AAK-MCP-006
Files: .mcp.json · reported by agent-audit-kit
1 AAK-SECRET-002
Files: packages/validation/src/audit-flags/rules/sws.yaml · reported by agent-audit-kit
1 AAK-SECRET-004
Files: packages/validation/src/audit-flags/rules/sws.yaml · reported by agent-audit-kit
1 AAK-SKILL-005
Files: packages/skill/SKILL.md · reported by agent-audit-kit
1 AAK-SSRF-001
Files: packages/mcp-server/src/pipeline-tools.ts · reported by agent-audit-kit
1 AAK-SSRF-005
Files: packages/mcp-server/src/pipeline-tools.ts · reported by agent-audit-kit
1 AAK-STATE-PRIVACY-001
Files: PRIVACY.md · reported by agent-audit-kit
1 AAK-STATE-PRIVACY-002
Files: PRIVACY.md · reported by agent-audit-kit
1 AAK-STATE-PRIVACY-003
Files: PRIVACY.md · reported by agent-audit-kit
1 COMMAND_INJECTION_JS_FUNCTION_CONSTRUCTOR
Files: /repo/mcp-server/index.js · reported by cisco-skill-scanner
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/packages/benchmark/calibration/README.md · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/scripts/external-judge/lib/openai-client.mjs · reported by nerlo-behavioral
Showing 25 of 31; the rest are in the per-scanner reports above.