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Cross-cloud GPU infrastructure CLI for training, inference, and AI workload orchestration.
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.
26 critical findings reported by cisco-skill-scanner, agent-audit-kit, 18 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/theoddden/Terradev, 753 findings
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- terradev-cli
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
445 findings · 33.7s
v0.3.26
38 findings · 37.6s
v0.1.0
2 findings · 45.4s
v0.1.0
1 finding · 45.4s
v0.1.0
0 findings · 44.2s
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 |
| Aug 1, 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 486 findings across every scanner that examined this package. 8 of 26 findings rated critical by their scanner were among the dismissals.
Not reviewed is not the same as clean. Those 1 finding 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.
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: AAK-MCP-STDIO-CMD-INJ-001, YARA_command_injection_generic, FILE_MAGIC_MISMATCH and 7 more · Files: tests/test_mcp_handlers.py, /repo/tests/ml_services/test_vllm_service.py, /repo/tests/INTEGRATION_STRATEGY.md and 6 more · reported by agent-audit-kit, cisco-skill-scanner
14 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-py-dynamic-exec, DATA_EXFIL_NETWORK_REQUESTS, SOCIAL_ENG_VAGUE_DESCRIPTION and 1 more · Files: /repo/examples/start_aws_servers.py, /repo/examples/ec2_user_data_starter.py, /repo/examples/simple_ssm_starter.py and 4 more · reported by nerlo-behavioral, cisco-skill-scanner
7 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/ci.yml, .github/workflows/ci-improved.yml · reported by 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.
342 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/integrations/cloud-provider-apis.py, /repo/terradev_cli/core/evaluation_orchestrator.py, /repo/terradev_cli/core/hf_spaces.py and 44 more · reported by cisco-skill-scanner
12 COMMAND_INJECTION_EVAL
Files: /repo/terradev_cli/commands/mlops.py, /repo/terradev_cli/core/hf_smart_templates.py, /repo/terradev_cli/core/hf_spaces.py and 1 more · reported by cisco-skill-scanner
12 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/rust/SKILL.md, /repo/marketing/SKILL.md and 9 more · reported by cisco-skill-scanner
12 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/rust/SKILL.md, /repo/marketing/SKILL.md and 9 more · reported by cisco-skill-scanner
11 AAK-SECRET-004
Files: setup/Lambda Cloud API spec 1.8.3.json, integrations/cloud-provider-apis.py, terradev_cli/ml_services/langgraph_service.py and 3 more · reported by agent-audit-kit
The model could have called any of these a false positive and did not.
1 HIDDEN_DATA_FILE
Files: /repo/.terradev/custom_providers.example.yaml · reported by cisco-skill-scanner
1 SECRET_PASSWORD_VAR
Files: /repo/test_database_connection.py · reported by cisco-skill-scanner
1 The model did not answer for these findings.
Rules: EXCESSIVE_FILE_COUNT · Files: /repo/tests/. · reported by cisco-skill-scanner
Artifact contains critical command injection and credential exposure risks.
The artifact includes multiple instances of potential shell command injection in core components like `mlops.py` and `hf_spaces.py`. It also exposes credentials in files such as `_api.py` and `providers.py`, and contains path traversal vulnerabilities in `mcp/server.py`. Additionally, sensitive PII is present in `COMPLETE_INTEGRATION_GUIDE.md`.
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.
7 FILE_MAGIC_MISMATCH
Files: /repo/terradev_cli/integrations/__init__.py, /repo/terradev_cli/utils/__init__.py, /repo/terradev-training/terradev-training/templates/NOTES.txt and 1 more · reported by cisco-skill-scanner
6 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/terradev_cli/providers/azure_provider.py, /repo/terradev_cli/providers/base_provider.py · reported by cisco-skill-scanner
5 AAK-HEALTHCARE-AI-004
Files: README.md, terradev_cli/README.md, Deployment Package/overview.md and 2 more · reported by agent-audit-kit
5 YARA_code_execution_generic
Files: /repo/terradev_cli/providers/alibaba_provider.py, /repo/terradev_cli/core/dataset_stager.py · reported by cisco-skill-scanner
4 GLOB_HIDDEN_FILE_TARGETING
Files: /repo/terradev_cli/core/manifest_cache.py · reported by cisco-skill-scanner
3 AAK-SECRET-003
Files: terradev_cli/credential_prompt.py, terradev_cli/commands/providers.py, terradev_cli/commands/_api.py · reported by agent-audit-kit
3 EXCESSIVE_FILE_COUNT
Files: /repo/rust/., /repo/., /repo/terradev_cli/. · reported by cisco-skill-scanner
3 PIPELINE_TAINT_FLOW
Files: /repo/rust/PERFORMANCE_OPTIMIZATIONS.md, /repo/rust/SKILL.md · reported by cisco-skill-scanner
3 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/repo/README.md, /repo/terradev_cli/repo/terradev_cli/CHANGELOG.md, /repo/terradev_cli/providers/repo/terradev_cli/providers/LATITUDE_PROVIDER.md · reported by cisco-skill-scanner
2 AAK-SPLUNK-TOKLOG-001
Files: terradev_cli/commands/inference.py, terradev_cli/mcp/server.py · reported by agent-audit-kit
2 COMPOUND_FETCH_EXECUTE
Files: /repo/rust/PERFORMANCE_OPTIMIZATIONS.md · reported by cisco-skill-scanner
2 DATA_EXFIL_SENSITIVE_FILES
Files: /repo/terradev_cli/mcp/server.py · reported by cisco-skill-scanner
2 MANIFEST_INVALID_NAME
Files: /repo/terradev_cli/SKILL.md, /repo/Deployment Package/SKILL.md · reported by cisco-skill-scanner
2 PATH_TRAVERSAL_OPEN
Files: /repo/terradev_cli/mcp/server.py · reported by cisco-skill-scanner
2 SECRET_CONNECTION_STRING
Files: /repo/terradev_cli/ml_services/langfuse_service.py · reported by cisco-skill-scanner
1 AAK-INDIA-PII-001
Files: terradev_cli/COMPLETE_INTEGRATION_GUIDE.md · reported by agent-audit-kit
1 AAK-METIS-SCORING-SINK-001
Files: terraform_transparency/audit_trail.py · reported by agent-audit-kit
1 AAK-OAUTH-005
Files: terradev_cli/core/auth.py · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: pyproject.toml · reported by agent-audit-kit
1 HIDDEN_DATA_FILE
Files: /repo/.gitlab-ci.yml · reported by cisco-skill-scanner
1 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/rust/PERFORMANCE_OPTIMIZATIONS.md · reported by nerlo-install-instruction
1 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/terradev_cli/integrations/prometheus_integration.py · reported by nerlo-behavioral
Showing 25 of 41; the rest are in the per-scanner reports above.