MetaClaw Agent Skill
by aiming-lab🦞 Just talk to your agent — it learns and EVOLVES 🧬.
MetaClaw is an open-source agent skill by aiming-lab, written mainly in Python, with 3,466 GitHub stars and the MIT license. Its code was last updated Jun 7, 2026.
Scan summary: scanned Nov 5, 2026 at commit 922caf3. Seen able to run shell commands. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
922caf3 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
Passed. This check ran and found nothing it flags.Static code scanpassPassed. This check ran and found nothing it flags.
Passed. This check ran and found nothing it flags.Secrets scanpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Dependency audit53 known vulnerabilitiesfailFlagged. This check found an issue. See the findings below.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.ManifestnonewarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Passed. This check ran and found nothing it flags.BuildpassPassed. This check ran and found nothing it flags.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Boot & handshaken/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Network egressn/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (23)
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.urllib3@1.26.9: 20 known vulnerabilitiesPYSEC-2023-192, PYSEC-2023-212, PYSEC-2026-141, PYSEC-2026-1994, PYSEC-2026-1995 +15 more
benchmark/data/metaclaw-bench-small/workspaces/shared/day08/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.transformers@5.9.0: 1 known vulnerabilityPYSEC-2026-3929
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
benchmark/scripts/baseline_run.py:142 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
benchmark/scripts/buffer_memory_run.py:394 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
benchmark/scripts/madmax_memory_run.py:363 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
benchmark/scripts/memory_run.py:384 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
benchmark/scripts/proxy_passthrough_run.py:250 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
benchmark/scripts/proxy_run.py:140 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
benchmark/scripts/rl_only_memory_run.py:358 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
benchmark/scripts/rl_only_run.py:230 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
benchmark/scripts/rl_run.py:235 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
benchmark/scripts/skills_memory_run.py:387 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
benchmark/scripts/skills_only_run.py:235 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
benchmark/src/infer/infer_cmd.py:619 - lowLow. Minor, or common in normal tools. Shown for information.flask@2.3.2: 2 known vulnerabilitiesPYSEC-2026-2151, PYSEC-2026-2151
benchmark/data/metaclaw-bench-small/workspaces/shared/day08/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.pydantic@1.10.0: 2 known vulnerabilitiesPYSEC-2026-1812, PYSEC-2026-1812
benchmark/data/metaclaw-bench-small/workspaces/shared/day08/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.requests@2.28.0: 8 known vulnerabilitiesPYSEC-2023-74, PYSEC-2026-1872, PYSEC-2026-1873, PYSEC-2026-2275, PYSEC-2023-74 +3 more
benchmark/data/metaclaw-bench-small/workspaces/shared/day08/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.idna@3.9.0: 5 known vulnerabilitiesPYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215
benchmark/data/metaclaw-bench-small/workspaces/shared/day08/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.pydantic@2.0.3: 2 known vulnerabilitiesPYSEC-2026-1812, PYSEC-2026-1812
benchmark/data/metaclaw-bench-small/workspaces/shared/day11/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.requests@2.31.0: 6 known vulnerabilitiesPYSEC-2026-1872, PYSEC-2026-1873, PYSEC-2026-2275, PYSEC-2026-1872, PYSEC-2026-1873 +1 more
benchmark/data/metaclaw-bench-small/workspaces/shared/day11/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Network activity
During install
files.pythonhosted.orgpypi.org
While running
Not run — the code wasn't started in this scan
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