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Build AI agents with real memory + faculties on any backend, local or cloud. Open-core: free local runtime with typed memory, knowledge graph, code graph and ReAct; paid tiers (portal.aitherium.com) unlock fleets, channels, reasoning and marketplace packs.
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.
104 critical findings reported by cisco-skill-scanner, agent-audit-kit, 56 of them in the installed artifact. The composite score alone does not reflect this — read the per-scanner reports below.
github: https://github.com/Aitherium/aither-adk, 980 findings
Choose your runtime: the CLI writes the mcpServers config entry for that target.
nerlo install --target claude-code -- aither-adk
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
777 findings · 52.1s
v0.3.26
100 findings · 69.8s
v0.1.0
82 findings · 110.4s
v0.1.0
21 findings · 110.4s
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
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 10, 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 980 findings across every scanner that examined this package. 48 of 104 findings rated critical by their scanner were among the dismissals.
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.
156 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, AAK-INDIA-PII-001, AAK-SECRET-002 and 13 more · Files: /repo/adk/agentdoc/tests/test_builtins_structured_instance.py, /repo/tests/test_agentdoc_pformat.py, /repo/tests/test_codeact_limits.py and 38 more · reported by cisco-skill-scanner, agent-audit-kit
18 Documentation or example — The match is in documentation or sample code, confirmed by our own check to be outside the installed artifact.
Rules: AAK-MCP-TOOL-UNSAFE-EVAL-001, AAK-TAINT-002, opt.nerlo-rules.nerlo-py-dynamic-exec and 7 more · Files: examples/custom_tools.py, /repo/examples/custom_tools.py, docs/AGENT_DEV_GUIDE.md and 10 more · reported by agent-audit-kit, nerlo-behavioral, cisco-skill-scanner and 1 more
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: AAK-GHA-IMMUTABLE-001 · Files: .github/workflows/pypi-publish.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.
400 DATA_EXFIL_NETWORK_REQUESTS
Files: /repo/adk/ambient.py, /repo/adk/claude_model.py, /repo/adk/claude_runner.py and 39 more · reported by cisco-skill-scanner
77 opt.nerlo-rules.nerlo-py-secret-to-network-egress
Files: /repo/adk/ambient.py, /repo/adk/builtin_tools.py, /repo/adk/chat.py and 24 more · reported by nerlo-behavioral
44 RESOURCE_ABUSE_INFINITE_LOOP
Files: /repo/adk/chat.py, /repo/adk/cli.py, /repo/adk/core/codeact.py and 14 more · reported by cisco-skill-scanner
31 AAK-SECRET-004
Files: adk/gate.py, adk/cli.py, adk/licensing.py and 19 more · reported by agent-audit-kit
30 HIDDEN_DATA_FILE
Files: /repo/adk/toolpacks/box-master/.toolpack.yaml, /repo/adk/toolpacks/node_bootstrap/.toolpack.yaml, /repo/adk/toolpacks/vault/.toolpack.yaml and 12 more · reported by cisco-skill-scanner
The model could have called any of these a false positive and did not.
2 HIDDEN_DATA_FILE
Files: /repo/adk/templates/sovereign/.env.example.j2 · reported by cisco-skill-scanner
Critical command injection and system modification risks identified.
The artifact contains multiple critical command injection vulnerabilities, including `eval` in `adk/agentdoc` and `os.system` in `adk/cli.py`, which permit shell execution. It also exhibits critical system modification capabilities and DNS rebind risks in `adk/node/server.py`. High severity findings indicate potential credential access, network egress, and dynamic code execution.
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/adk/agentdoc/_discover.py, /repo/adk/agentdoc/_structured.py, /repo/adk/agentdoc/_visibility.py and 4 more · reported by cisco-skill-scanner
19 MANIFEST_MISSING_LICENSE
Files: /repo/SKILL.md, /repo/adk/SKILL.md, /repo/packaging/winget/SKILL.md and 16 more · reported by cisco-skill-scanner
18 SECRET_PASSWORD_VAR
Files: /repo/adk/elysium.py, /repo/adk/mcp.py, /repo/adk/relay.py and 2 more · reported by cisco-skill-scanner
18 SOCIAL_ENG_VAGUE_DESCRIPTION
Files: /repo/SKILL.md, /repo/adk/SKILL.md, /repo/packaging/winget/SKILL.md and 15 more · reported by cisco-skill-scanner
17 YARA_prompt_injection_generic
Files: /repo/adk/core/sandbox.py, /repo/README.md · reported by cisco-skill-scanner
16 DATA_EXFIL_JS_NETWORK
Files: /repo/adk/templates/sovereign/frontend/src/components/ChatPanel.tsx, /repo/adk/templates/sovereign/frontend/src/components/DocumentPanel.tsx, /repo/adk/templates/sovereign/frontend/src/hooks/useAuth.ts and 1 more · reported by cisco-skill-scanner
14 opt.nerlo-rules.nerlo-install-pipe-to-shell
Files: /repo/README.md, /repo/adk/setup.py, /repo/install.py and 5 more · reported by nerlo-install-instruction
8 PIPELINE_TAINT_FLOW
Files: /repo/adk/ollama_setup.py, /repo/install.sh, /repo/packaging/github-release.yml and 3 more · reported by cisco-skill-scanner
6 AAK-SPLUNK-TOKLOG-001
Files: adk/cli.py, adk/authmd/client.py, adk/sync/files.py and 3 more · reported by agent-audit-kit
5 AAK-TASKS-003
Files: adk/a2a_client.py, adk/a2a_dispatch.py, adk/dispatch.py and 2 more · reported by agent-audit-kit
4 AAK-HEALTHCARE-AI-004
Files: adk/AGENT_PROMPT.md, adk/packs/claude-code/skills/debugging.md, adk/packs/code-discipline/skills/debt-ledger.md and 1 more · reported by agent-audit-kit
4 COMMAND_INJECTION_OS_SYSTEM
Files: /repo/adk/cli.py · reported by cisco-skill-scanner
4 DATA_EXFIL_SOCKET_CONNECT
Files: /repo/adk/proton_setup.py, /repo/adk/toolpacks/split_inference/tools.py · reported by cisco-skill-scanner
4 FILE_MAGIC_MISMATCH
Files: /repo/adk/templates/sovereign/backend/requirements.txt, /repo/llms-full.txt, /repo/llms.txt · reported by cisco-skill-scanner
4 opt.nerlo-rules.nerlo-install-run-bundled-artifact
Files: /repo/GRID_SETUP.md, /repo/adk/templates/deep-research/requirements.txt, /repo/install/install.ps1 · reported by nerlo-install-instruction
4 TOOL_ABUSE_UNDECLARED_NETWORK
Files: /repo/repo/CHANGELOG.md, /repo/adk/repo/adk/AGENT_PROMPT.md, /repo/adk/toolpacks/arc-brainpack/repo/adk/toolpacks/arc-brainpack/README.md and 1 more · reported by cisco-skill-scanner
4 YARA_system_manipulation_generic
Files: /repo/adk/node/local_tools.py, /repo/adk/shell/node/local_tools.py · reported by cisco-skill-scanner
3 AAK-IPI-WILD-CORPUS-001
Files: README.md, adk/safety.py, adk/claude_runner.py · reported by agent-audit-kit
3 AAK-OAUTH-001
Files: adk/identity.py, adk/auth.py, adk/managed_identity.py · reported by agent-audit-kit
3 COMMAND_INJECTION_JS_CHILD_PROCESS
Files: /repo/packaging/npm/bin/aither.js, /repo/packaging/npm/scripts/postinstall.js · reported by cisco-skill-scanner
3 MANIFEST_INVALID_NAME
Files: /repo/adk/shell_binaries/SKILL.md, /repo/adk/room_binaries/SKILL.md, /repo/adk/graph_rag/SKILL.md · reported by cisco-skill-scanner
3 opt.nerlo-rules.nerlo-py-dynamic-exec
Files: /repo/adk/node/local_tools.py, /repo/adk/shell/cli.py, /repo/adk/shell/node/local_tools.py · reported by nerlo-behavioral
2 AAK-DNS-REBIND-001
Files: adk/node/server.py, adk/shell/node/server.py · reported by agent-audit-kit
2 AAK-OAUTH-005
Files: adk/auth.py, adk/authmd/client.py · reported by agent-audit-kit
2 BINARY_FILE_DETECTED
Files: /repo/dist_wheel/aither_adk-2.26.0-py3-none-any.whl, /repo/.audit-tmp/wheelout/aither_adk-2.22.0-py3-none-any.whl · reported by cisco-skill-scanner
2 DATA_EXFIL_SENSITIVE_FILES
Files: /repo/adk/private_companion.py · reported by cisco-skill-scanner
2 EXCESSIVE_FILE_COUNT
Files: /repo/adk/., /repo/. · reported by cisco-skill-scanner
2 opt.nerlo-rules.nerlo-install-fetch-raw-then-run
Files: /repo/adk/setup.py, /repo/scripts/setup-mac-node.sh · reported by nerlo-install-instruction
2 TOOL_ABUSE_SYSTEM_MODIFICATION
Files: /repo/scripts/setup-cluster-node.sh · reported by cisco-skill-scanner
2 UNANALYZABLE_BINARY
Files: /repo/dist_wheel/aither_adk-2.26.0-py3-none-any.whl, /repo/.audit-tmp/wheelout/aither_adk-2.22.0-py3-none-any.whl · reported by cisco-skill-scanner
2 YARA_code_execution_generic
Files: /repo/adk/toolpacks/mesh_ops/tools.py · reported by cisco-skill-scanner
2 YARA_coercive_injection_generic
Files: /repo/adk/cli.py · reported by cisco-skill-scanner
2 YARA_prompt_injection_unicode_steganography
Files: /repo/.audit-tmp/wheelout/aither_adk-2.22.0-py3-none-any.whl, /repo/dist_wheel/aither_adk-2.26.0-py3-none-any.whl · reported by cisco-skill-scanner
1 AAK-DNS-REBIND-002
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-HEALTHCARE-AI-005
Files: adk/ods/adk_integration.md · reported by agent-audit-kit
1 AAK-MCP-018
Files: adk/mcp_server.py · reported by agent-audit-kit
1 AAK-SSRF-002
Files: adk/faculties/code_graph.py · reported by agent-audit-kit
1 AAK-SUPPLY-004
Files: pyproject.toml · reported by agent-audit-kit
1 AAK-TASKS-001
Files: adk/a2a.py · reported by agent-audit-kit
1 opt.nerlo-rules.nerlo-py-clipboard-read-exfiltration
Files: /repo/adk/shell/shell_integration.py · reported by nerlo-behavioral
1 PROMPT_INJECTION_IGNORE_INSTRUCTIONS
Files: /repo/SKILL.md · reported by cisco-skill-scanner
1 TOOL_ABUSE_SYSTEM_PACKAGE_INSTALL
Files: /repo/install.sh · reported by cisco-skill-scanner
Showing 25 of 255; the rest are in the per-scanner reports above.