LoongFlow AI Agent
by baidu-baigeLoongFlow is an expert-grade Agent framework for Loop Engineering. Through a Plan-Execute-Summary loop and structured experiential memory, it enables AI to continuously think, execute, reflect, and evolve across complex software engineering, mathematical, and machine learning tasks.
LoongFlow is an open-source ai agent by baidu-baige, written mainly in Python, with 481 GitHub stars and the Apache-2.0 license. Its code was last updated Apr 9, 2026.
Scan summary: scanned Nov 5, 2026 at commit 945c78b. Seen able to run shell commands, connect to the internet. Scan policy
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945c78b · 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.
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 audit596 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.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Network egresswarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
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 (82)
- 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.
- 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.
- 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.Turns off TLS certificate checking, allowing traffic interception.
.claude/skills/code-analysis/scripts/security_scanner.py:176 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
.claude/skills/code-analysis/scripts/security_scanner.py:185 - 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.
agents/math_agent/executor/execute_chat/execute_agent_chat.py:579 - 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.
agents/math_agent/executor/execute_fuse/execute_agent_fuse.py:753 - 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.
agents/ml_agent/evocoder/evocoder.py:319 - 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.
src/loongflow/agentsdk/tools/shell_tool.py:204 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.accelerate@1.12.0: 2 known vulnerabilitiesPYSEC-2026-3804, PYSEC-2026-3804
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.hydra-core@1.3.2: 4 known vulnerabilitiesPYSEC-2026-3850, PYSEC-2026-4221, PYSEC-2026-3850, PYSEC-2026-4221
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyarrow@18.1.0: 2 known vulnerabilitiesPYSEC-2026-113, PYSEC-2026-113
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pydicom@2.4.4: 2 known vulnerabilitiesPYSEC-2026-2266, PYSEC-2026-2266
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pytorch-lightning@2.4.0: 4 known vulnerabilitiesPYSEC-2026-3043, PYSEC-2026-3967, PYSEC-2026-3043, PYSEC-2026-3967
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.cryptography@46.0.7: 4 known vulnerabilitiesPYSEC-2026-3552, PYSEC-2026-3553, PYSEC-2026-3554, GHSA-537c-gmf6-5ccf
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2024.9.0: 1 known vulnerabilityPYSEC-2026-4217
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.graphql-core@3.2.9: 2 known vulnerabilitiesGHSA-r77w-qph3-7vf8, GHSA-vj8h-fx38-h3vc
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nbconvert@7.9.2: 4 known vulnerabilitiesPYSEC-2026-1691, PYSEC-2026-2229, PYSEC-2026-2230, GHSA-pjvx-prjx-h659
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.orjson@3.9.9: 2 known vulnerabilitiesPYSEC-2024-40, PYSEC-2026-107
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pdfminer-six@20251107.0.0: 1 known vulnerabilityPYSEC-2026-1761
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.protobuf@4.25.9: 1 known vulnerabilityPYSEC-2026-1805
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.9: 8 known vulnerabilitiesPYSEC-2026-1851, PYSEC-2026-1852, PYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038 +3 more
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@0.50.0: 5 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-2280, PYSEC-2026-2281, PYSEC-2026-248, PYSEC-2026-249
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.torch@2.9.1: 4 known vulnerabilitiesPYSEC-2026-139, PYSEC-2026-2286, GHSA-qfhq-4f3w-5fph, GHSA-rrmf-rvhw-rf47
agents/ml_agent/examples/requirements_cpu.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2025.9.0: 1 known vulnerabilityPYSEC-2026-4217
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.25.0: 7 known vulnerabilitiesPYSEC-2026-3481, PYSEC-2026-3482, PYSEC-2026-3483, GHSA-5h93-6whr-6q8j, GHSA-84m7-p3x7-pcfv +2 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.python-multipart@0.0.22: 6 known vulnerabilitiesPYSEC-2026-3036, PYSEC-2026-3037, PYSEC-2026-3038, PYSEC-2026-3039, PYSEC-2026-3040 +1 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@0.52.1: 5 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-2280, PYSEC-2026-2281, PYSEC-2026-248, PYSEC-2026-249
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.urllib3@2.6.3: 5 known vulnerabilitiesPYSEC-2026-141, PYSEC-2026-142, PYSEC-2026-4175, PYSEC-2026-4176, PYSEC-2026-4177
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install contacted hosts other than package registriespypi.tuna.tsinghua.edu.cn, releases.astral.sh
- lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/math_agent/examples/heilbronn_problem_for_convex_regions/eval_program.py:139 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/math_agent/examples/heilbronn_problem_for_triangles/eval_program.py:134 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Executes dynamically built code (eval / exec).
agents/math_agent/examples/math_flip/eval_program.py:92 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Executes dynamically built code (eval / exec).
agents/math_agent/examples/math_flip/eval_program.py:131 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/math_agent/examples/moe_lb/eval_program.py:120 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/math_agent/examples/packing_circle_in_rectangle/eval_program.py:189 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/ml_agent/examples/mlebench/competitions/hard/3d-object-detection-for-autonomous-vehicles/load_data.py:167 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/ml_agent/examples/mlebench/competitions/hard/3d-object-detection-for-autonomous-vehicles/train_and_predict.py:299 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/ml_agent/examples/mlebench/competitions/medium/facebook-recruiting-iii-keyword-extraction/ensemble.py:106 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/ml_agent/examples/mlebench/competitions/medium/facebook-recruiting-iii-keyword-extraction/load_data.py:54 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/ml_agent/examples/mlebench/competitions/medium/facebook-recruiting-iii-keyword-extraction/load_data.py:87 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/ml_agent/examples/mlebench/competitions/medium/herbarium-2021-fgvc8/workflow.py:114 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/ml_agent/examples/mlebench/competitions/medium/hotel-id-2021-fgvc8/ensemble.py:80 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/ml_agent/examples/mlebench/competitions/medium/hotel-id-2021-fgvc8/train_and_predict.py:157 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/ml_agent/examples/mlebench/competitions/medium/hotel-id-2021-fgvc8/train_and_predict.py:159 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/ml_agent/examples/mlebench/competitions/medium/multi-modal-gesture-recognition/load_data.py:148 - 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.
agents/ml_agent/examples/mlebench/competitions/simple/spooky-author-identification/preprocess.py:47 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
agents/ml_agent/examples/mlebench/competitions/simple/text-normalization-challenge-english-language/train_and_predict.py:285 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
.claude/skills/code-analysis/README.md:138 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
.claude/skills/code-analysis/references/cwe_quick_reference.md:115 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key
agents/general_agent/examples/03_bug_hunter/README.md:120 - lowLow. Minor, or common in normal tools. Shown for information.bokeh@3.6.2: 2 known vulnerabilitiesPYSEC-2026-1223, PYSEC-2026-1223
agents/ml_agent/examples/requirements_cpu.txt - lowLow. Minor, or common in normal tools. Shown for information.datasets@3.1.0: 2 known vulnerabilitiesPYSEC-2026-3716, PYSEC-2026-3716
agents/ml_agent/examples/requirements_cpu.txt - lowLow. Minor, or common in normal tools. Shown for information.flask@3.1.2: 3 known vulnerabilitiesPYSEC-2026-2151, PYSEC-2026-2151, PYSEC-2026-2151
agents/ml_agent/examples/requirements_cpu.txt - lowLow. Minor, or common in normal tools. Shown for information.pytest@9.0.2: 2 known vulnerabilitiesPYSEC-2026-1845, PYSEC-2026-1845
agents/ml_agent/examples/requirements_cpu.txt - lowLow. Minor, or common in normal tools. Shown for information.python-dotenv@1.2.1: 3 known vulnerabilitiesPYSEC-2026-2270, PYSEC-2026-2270, PYSEC-2026-2270
agents/ml_agent/examples/requirements_cpu.txt - lowLow. Minor, or common in normal tools. Shown for information.requests@2.32.5: 3 known vulnerabilitiesPYSEC-2026-2275, PYSEC-2026-2275, PYSEC-2026-2275
agents/ml_agent/examples/requirements_cpu.txt - lowLow. Minor, or common in normal tools. Shown for information.filelock@3.20.3: 2 known vulnerabilitiesGHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.idna@3.11: 1 known vulnerabilityPYSEC-2026-215
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.multidict@6.7.0: 1 known vulnerabilityPYSEC-2026-4244
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pydantic-settings@2.12.0: 1 known vulnerabilityGHSA-4xgf-cpjx-pc3j
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pygments@2.19.2: 1 known vulnerabilityPYSEC-2026-2987
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pytest@8.4.2: 1 known vulnerabilityPYSEC-2026-1845
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.werkzeug@3.1.5: 2 known vulnerabilitiesPYSEC-2026-2320, PYSEC-2026-4312
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Network activity
During install
pypi.tuna.tsinghua.edu.cnreleases.astral.sh
While running
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