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Advanced AI coordination framework with MCP protocol integration
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.
167 critical findings reported by cisco-skill-scanner, agent-audit-kit, 126 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
github: https://github.com/xaiksan1/temp_gemini_flow, 1786 findings
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- @clduab11/gemini-flow
Install respects the composite badge: Clean proceeds, Caution prompts for confirmation, and Flagged is refused. Write operations require an API token.
7 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
20 findings · 0.8s
v2.0.11
1563 findings · 89.6s
v0.3.74
164 findings · 81.5s
v0.1.0
25 findings · 28.5s
v0.1.0
14 findings · 28.6s
vv0.3.2
Incomplete run
0 findings · 0.5s
v0.1.0
26 findings · 40.1s
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: completecisco-skill-scanner: completeagent-audit-kit: completenerlo-behavioral: completenerlo-install-instruction: completecapslock ·!: incompletenerlo-multi-source: complete | rejected |
| 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 1,812 findings across every scanner that examined this package. 38 of 167 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 391 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.
125 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, AAK-IPI-WILD-CORPUS-001, HIDDEN_EXECUTABLE_SCRIPT and 10 more · Files: /repo/docs/operations/troubleshooting/decision-tree.md, /repo/docs/operations/troubleshooting/SKILL.md, docs/testing/TEST-COVERAGE-ANALYSIS.md and 115 more · reported by cisco-skill-scanner, agent-audit-kit, agentshield
56 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_JS_FUNCTION_CONSTRUCTOR, HIDDEN_EXECUTABLE_SCRIPT, FILE_MAGIC_MISMATCH and 1 more · Files: /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./src/services/google-services/__tests__/agent-space-manager.test.ts, /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./src/services/google-services/__tests__/co-scientist-research.test.ts, /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./src/services/google-services/__tests__/enhanced-streaming-api-comprehensive.test.ts and 18 more · reported by cisco-skill-scanner
38 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: AAK-GHA-IMMUTABLE-001 · Files: .github/workflows/advanced-security.yml, .github/workflows/security.yml, .github/workflows/production-deployment.yml and 4 more · reported by agent-audit-kit
28 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: COMMAND_INJECTION_JS_CHILD_PROCESS, opt.nerlo-rules.nerlo-dynamic-exec, FILE_MAGIC_MISMATCH and 6 more · Files: /repo/docs/migration/legacy-archive/.claude/helpers/github-safe.js, /repo/examples/demos/demo-quantum-hybrid.js, /repo/docs/migration/legacy-archive/.claude/agents/github/repo-architect.md and 2 more · reported by cisco-skill-scanner, nerlo-behavioral, agentshield
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.
207 DATA_EXFIL_JS_FS_ACCESS
Files: /repo/dist/benchmarks/load-testing-coordinator.js, /repo/dist/cli/commands/analyze.js, /repo/dist/cli/commands/cost-report.js and 93 more · reported by cisco-skill-scanner
198 HIDDEN_DATA_FILE
Files: /repo/tools/migration/legacy/.roo/rules-code/insert_content.md, /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./._CONTRIBUTING.md, /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./.roomodes and 194 more · reported by cisco-skill-scanner
117 UNANALYZABLE_BINARY
Files: /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./._CONTRIBUTING.md, /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./src/services/google-services/infrastructure/._a2a-multimedia-protocol-helpers.ts, /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./src/._services and 114 more · reported by cisco-skill-scanner
111 BINARY_FILE_DETECTED
Files: /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./._jest.config.cjs, /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./src/services/._quantum-computing-methods.ts, /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./src/._mcp and 108 more · reported by cisco-skill-scanner
77
The model could have called any of these a false positive and did not.
3 COMMAND_INJECTION_EVAL
Files: /repo/dist/tests/e2e/production-validation-protocols.js · reported by cisco-skill-scanner
389 The review budget for this scan was already spent before these findings were reached.
Rules: HIDDEN_DATA_FILE, permissions-missing-deny-sudo, agents-no-model-docs/migration/legacy-archive/.claude/agents/base-template-generator.md and 11 more · Files: /repo/release-assets/gemini-flow-docs-v1.3.0.tar.gz!/docs/reports/archive/v1-2-1/._ARCHIVE_INVENTORY.md, /repo/release-assets/gemini-flow-docs-v1.3.0.tar.gz!/docs/reports/archive/v1-2-1/._PRODUCTION-SECURITY-HARDENING-SUMMARY.md, docs/migration/legacy-archive/.claude/settings.json and 251 more · reported by cisco-skill-scanner, agentshield, nerlo-install-instruction
2 The model called these false positives and our own check did not agree, so the dismissal was refused.
Rules: HIDDEN_DATA_FILE · Files: /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./._examples, /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./src/._examples · reported by cisco-skill-scanner
Critical command injection and credential harvesting risks
The artifact contains critical command injection vulnerabilities in JavaScript files, including `dist/benchmarks/load-testing-coordinator.js` and `dist/cli/gemini-cli-detector.js`, allowing for shell execution. Critical `eval()`-based command injection is present in `dist/memory/sqlite-adapter.js`. Additionally, a critical credential harvesting risk is identified in `/repo/VERTEX_AI_SETUP.md`, indicating potential credential access.
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.
Files: /repo/dist/cli/commands/analyze.js, /repo/dist/cli/commands/learn.js, /repo/dist/cli/gemini-cli-detector.js and 21 more · reported by cisco-skill-scanner
46 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/frontend/SKILL.md, /repo/backend/SKILL.md and 43 more · reported by cisco-skill-scanner
46 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/frontend/SKILL.md, /repo/backend/SKILL.md and 43 more · reported by cisco-skill-scanner
45 DATA_EXFIL_JS_NETWORK
Files: /repo/dist/adapters/adapter-manager.js, /repo/dist/cli/commands/init.js, /repo/dist/core/auth/oauth2-provider.js and 27 more · reported by cisco-skill-scanner
43 COMMAND_INJECTION_EVAL
Files: /repo/dist/dist/memory/sqlite-adapter.d.ts, /repo/dist/dist/memory/sqlite-adapter.js, /repo/dist/gemini/memory/sqlite-adapter.d.ts and 18 more · reported by cisco-skill-scanner
42 FILE_MAGIC_MISMATCH
Files: /repo/.roo/mcp-list.txt, /repo/tools/migration/legacy/.roo/mcp-list.txt, /repo/dist/core/index.js and 37 more · reported by cisco-skill-scanner
35 HIDDEN_EXECUTABLE_SCRIPT
Files: /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./src/services/google-services/._lyria-music-composer.ts, /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./src/services/google-services/._chirp-audio-processor.ts, /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./src/services/google-services/infrastructure/._error-handling-monitoring.ts and 32 more · reported by cisco-skill-scanner
26 nerlo-malware-obfuscated_blob
Files: npm@1.3.3:.hive-mind/sessions/session-1754155124364-31v5cmw1y-auto-save-1754155154364.json, npm@1.3.3:.hive-mind/sessions/session-1754155079178-0a85oqov5-auto-save-1754155107346.json, npm@1.3.3:.hive-mind/sessions/session-1754155079178-0a85oqov5-auto-pause.json and 23 more · reported by nerlo-malware
23 AAK-MCP-ATTEST-001
Files: .mcp.json, .mcp-config.json, tools/migration/legacy/.roo/mcp.json · reported by agent-audit-kit
21 AAK-MCP-007
Files: .mcp.json, .mcp-config.json, tools/migration/legacy/.roo/mcp.json · reported by agent-audit-kit
19 AAK-MCP-005
Files: .mcp.json, .mcp-config.json, tools/migration/legacy/.roo/mcp.json · reported by agent-audit-kit
12 AAK-SUPPLY-001
Files: .mcp.json · reported by agent-audit-kit
12 opt.nerlo-rules.nerlo-js-secret-to-network-egress
Files: /repo/extensions/vscode-gemini-flow/src/services/authentication-service.ts, /repo/src/core/auth/oauth2-provider.ts, /repo/src/core/auth/vertex-ai-provider.ts and 5 more · reported by nerlo-behavioral
9 LOW_ANALYZABILITY
Files: /repo/src/protocols/a2a/tools, /repo/frontend, /repo/backend and 6 more · reported by cisco-skill-scanner
9 opt.nerlo-rules.nerlo-dynamic-exec
Files: /repo/src/cli/commands/analyze.ts, /repo/src/cli/commands/learn.ts, /repo/src/cli/gemini-cli-detector.ts and 1 more · reported by nerlo-behavioral
5 AAK-ANTHROPIC-SDK-001
Files: src/mcp/mcp-client-wrapper.ts, scripts/mcp/google-services-deep-dive.mjs, scripts/mcp/smoke-check.mjs and 2 more · reported by agent-audit-kit
5 AAK-OAUTH-007
Files: vertex-ai-setup-example.js, src/core/auth-manager.ts, src/core/auth/unified-auth-manager.ts and 2 more · reported by agent-audit-kit
5 AAK-SPLUNK-TOKLOG-001
Files: src/core/google-ai-auth.ts, src/core/auth-manager.ts, src/cli/simple-interactive.ts and 2 more · reported by agent-audit-kit
5 AAK-TASKS-003
Files: src/integrations/sparc-connector.ts, src/agentspace/orchestration/TaskOrchestrator.ts, src/services/google-services/mariner-automation.ts and 2 more · reported by agent-audit-kit
5 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/scripts/setup-production-validation.sh · reported by nerlo-install-instruction
4 ARCHIVE_FILE_DETECTED
Files: /repo/release-assets/gemini-flow-v1.3.0.tar.gz, /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./gemini-flow-1.3.0.tgz, /repo/release-assets/gemini-flow-docs-v1.3.0.tar.gz and 1 more · reported by cisco-skill-scanner
3 AAK-LEGAL-002
Files: frontend/package.json, backend/package.json, extensions/vscode-gemini-flow/package.json · reported by agent-audit-kit
3 AAK-SECRET-004
Files: src/core/secure-key-manager.ts, src/services/google-services/config-manager.ts, src/services/google-services/infrastructure/a2a-multimedia-protocol-extensions.ts · reported by agent-audit-kit
3 PIPELINE_TAINT_FLOW
Files: /repo/GEMINI.md, /repo/SKILL.md, /repo/gemini-flow.md · reported by cisco-skill-scanner
2 AAK-MCP-001
Files: tools/migration/legacy/.roo/mcp.json · reported by agent-audit-kit
2 AAK-MCP-STDIO-CMD-INJ-002
Files: scripts/mcp/smoke-check.mjs, scripts/mcp/google-services-research.mjs · reported by agent-audit-kit
2 MANIFEST_INVALID_NAME
Files: /repo/.roo/SKILL.md, /repo/tools/migration/legacy/.roo/SKILL.md · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-install-fetch-raw-then-run
Files: /repo/GEMINI.md, /repo/gemini-flow.md · reported by nerlo-install-instruction
2 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/GEMINI.md, /repo/gemini-flow.md · reported by nerlo-install-instruction
1 AAK-AGENT-TRUST-004
Files: GEMINI.md · reported by agent-audit-kit
1 AAK-DNS-REBIND-002
Files: package.json · reported by agent-audit-kit
1 AAK-HEALTHCARE-AI-004
Files: gemini-flow.md · reported by agent-audit-kit
1 AAK-LLM-SQL-RCE-001
Files: src/security/production-security-hardening.ts · reported by agent-audit-kit
1 AAK-MCP-004
Files: .mcp.json · reported by agent-audit-kit
1 AAK-MCP-STDIO-LAUNCHER-INJECT-001
Files: tools/migration/legacy/.roo/mcp.json · reported by agent-audit-kit
1 AAK-OAUTH-3P-001
Files: package.json · reported by agent-audit-kit
1 AAK-SKILL-UNTRUSTED-EXEC-PATH
Files: scripts/setup-production-validation.sh · reported by agent-audit-kit
1 AAK-SUPPLY-003
Files: package.json · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: package.json · reported by agent-audit-kit
1 AAK-TASKS-004
Files: src/performance/gpu-cluster-coordinator.ts · reported by agent-audit-kit
1 ARCHIVE_CONTAINS_EXECUTABLE
Files: /repo/release-assets/gemini-flow-v1.3.0.tar.gz!/./test-readme-commands.sh · reported by cisco-skill-scanner
1 EXCESSIVE_FILE_COUNT
Files: /repo/. · reported by cisco-skill-scanner
1 mcp-env-inherit-supabase
Files: tools/migration/legacy/.roo/mcp.json · reported by agentshield
1 mcp-no-desc-mem0
Files: tools/migration/legacy/.roo/mcp.json · reported by agentshield
1 mcp-no-desc-perplexityai
Files: tools/migration/legacy/.roo/mcp.json · reported by agentshield
1 mcp-no-desc-supabase
Files: tools/migration/legacy/.roo/mcp.json · reported by agentshield
1 mcp-no-version-supabase
Files: tools/migration/legacy/.roo/mcp.json · reported by agentshield
1 mcp-npx-y-supabase
Files: tools/migration/legacy/.roo/mcp.json · reported by agentshield
1 mcp-shell-metachar-supabase
Files: tools/migration/legacy/.roo/mcp.json · reported by agentshield
1 mcp-url-transport-mem0
Files: tools/migration/legacy/.roo/mcp.json · reported by agentshield
1 mcp-url-transport-perplexityai
Files: tools/migration/legacy/.roo/mcp.json · reported by agentshield
1 OVERSIZED_FILE
Files: /repo/release-assets/gemini-flow-v1.3.0.tar.gz · reported by cisco-skill-scanner
1 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/repo/CONTRIBUTING.md · reported by cisco-skill-scanner
1 YARA_credential_harvesting_generic
Files: /repo/VERTEX_AI_SETUP.md · reported by cisco-skill-scanner
Showing 25 of 221; the rest are in the per-scanner reports above.