OmniAgent AI Agent
by HarryHsingOmniAgent (ICML 2026): the first native omni-modal agent for active video perception — a 7B agent that beats Qwen2.5-VL-72B with 73% fewer frames on LVBench.
OmniAgent is an open-source ai agent by HarryHsing, written mainly in Python, with 84 GitHub stars and the Apache-2.0 license. Its code was last updated Sep 18, 2026.
Scan summary: scanned Nov 5, 2026 at commit 0ce93ec. Seen able to run shell commands, run dynamic code. 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
0ce93ec · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Static code scanwarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Flagged. This check found an issue. See the findings below.Secrets scanfailFlagged. This check found an issue. See the findings below.
Flagged. This check found an issue. See the findings below.Dependency audit207 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 (42)
- highHigh. Something risky that needs a close look before you install.code-execution issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.code-execution issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.code-execution issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.code-execution issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.code-execution issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.code-execution issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.code-execution issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.code-execution issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.secrets 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.
- 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.
- 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.
- 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.
- 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.Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
agent_system/environments/env_package/video_env.py:1623 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
recipe/r1/data_process.py:117 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
recipe/r1/tasks/livecodebench.py:63 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
verl/protocol.py:288 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
verl/utils/hdfs_io.py:141 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
verl/workers/rollout/sglang_rollout/utils.py:69 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.requests@2.9.2: 5 known vulnerabilitiesPYSEC-2018-28, PYSEC-2023-74, PYSEC-2026-1872, PYSEC-2026-1873, PYSEC-2026-2275
docs/requirements-docs.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.transformers@5.9.0: 1 known vulnerabilityPYSEC-2026-3929
requirements-npu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.orjson@3.9.9: 4 known vulnerabilitiesPYSEC-2024-40, PYSEC-2026-107, PYSEC-2024-40, PYSEC-2026-107
requirements-npu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.torch@2.9.1: 8 known vulnerabilitiesPYSEC-2026-139, PYSEC-2026-2286, GHSA-qfhq-4f3w-5fph, GHSA-rrmf-rvhw-rf47, PYSEC-2026-139 +3 more
requirements-npu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.accelerate@1.8.1: 1 known vulnerabilityPYSEC-2026-3804
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.flash-attn@2.7.4.post1: 1 known vulnerabilityPYSEC-2026-2477
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.gradio@5.35.0: 7 known vulnerabilitiesPYSEC-2026-211, PYSEC-2026-2178, PYSEC-2026-2179, PYSEC-2026-63, PYSEC-2026-64 +2 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.hydra-core@1.3.2: 2 known vulnerabilitiesPYSEC-2026-3850, PYSEC-2026-4221
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.modelscope@1.18.1: 1 known vulnerabilityPYSEC-2026-2663
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyarrow@20.0.0: 1 known vulnerabilityPYSEC-2026-113
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.protobuf@4.25.9: 1 known vulnerabilityPYSEC-2026-1805
requirements_sglang.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.tqdm@4.9.0: 2 known vulnerabilitiesPYSEC-2017-74, PYSEC-2026-1976
requirements_sglang.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.virtualenv@21.9.1: 15 known vulnerabilitiesGHSA-394h-qwmc-48pf, GHSA-43mp-35q3-x3fq, GHSA-494p-63j8-28p3, GHSA-558c-9hv2-4prj, GHSA-5vjq-rrrf-7h2q +10 more
requirements_sglang.txt - lowLow. Minor, or common in normal tools. Shown for information.idna@3.9.0: 2 known vulnerabilitiesPYSEC-2026-215, PYSEC-2026-215
requirements-npu.txt - lowLow. Minor, or common in normal tools. Shown for information.datasets@3.2.0: 1 known vulnerabilityPYSEC-2026-3716
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.python-dotenv@1.1.1: 1 known vulnerabilityPYSEC-2026-2270
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.requests@2.32.4: 1 known vulnerabilityPYSEC-2026-2275
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.filelock@3.19.1: 4 known vulnerabilitiesPYSEC-2026-1374, PYSEC-2026-1375, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
requirements_sglang.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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| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
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