HiPER Agent
by JonP07[ICML 2026] This is the official implementation for paper HiPER: Hierarchical Reinforcement Learning with Explicit Credit Assignment for Large Language Model Agents
HiPER Agent is an open-source ai agent by JonP07, written mainly in Python, with 35 GitHub stars and the Apache-2.0 license. Its code was last updated Jun 24, 2026.
Scan summary: scanned Nov 5, 2026 at commit ec5982a. Seen able to run shell commands, run dynamic code, connect to the internet. 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
ec5982a · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings.
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 audit475 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.
Flagged. This check found an issue. See the findings below.BuildfailFlagged. This check found an issue. See the findings below.
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 (52)
- 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.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.
- 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.Deserializes data with pickle/marshal, which can execute code.
agent_system/environments/env_package/alfworld/alfworld/agents/detector/utils.py:115 - 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/alfworld/alfworld/gen/scripts/replay_checks.py:46 - 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/alfworld/alfworld/gen/utils/video_util.py:10 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Turns off TLS certificate checking, allowing traffic interception.
agent_system/environments/env_package/webshop/webshop/baseline_models/env.py:122 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Contacts a hard-coded IP address instead of a domain name.
agent_system/environments/env_package/webshop/webshop/transfer/predict_help.py:22 - 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.flask@2.1.2: 8 known vulnerabilitiesPYSEC-2023-62, PYSEC-2026-2151, PYSEC-2023-62, PYSEC-2026-2151, PYSEC-2023-62 +3 more
agent_system/environments/env_package/webshop/webshop/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.werkzeug@2.1.0: 22 known vulnerabilitiesPYSEC-2022-203, PYSEC-2023-221, PYSEC-2023-57, PYSEC-2023-58, PYSEC-2026-2043 +17 more
agent_system/environments/env_package/webshop/webshop/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.selenium@4.2.0: 2 known vulnerabilitiesPYSEC-2023-206, PYSEC-2023-206
agent_system/environments/env_package/webshop/webshop/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.torch@2.6.0: 22 known vulnerabilitiesPYSEC-2025-191, PYSEC-2025-198, PYSEC-2025-199, PYSEC-2025-200, PYSEC-2025-201 +17 more
agent_system/environments/env_package/webshop/webshop/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.orjson@3.9.9: 8 known vulnerabilitiesPYSEC-2024-40, PYSEC-2026-107, PYSEC-2024-40, PYSEC-2026-107, PYSEC-2024-40 +3 more
agent_system/environments/env_package/webshop/webshop/requirements.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
agent_system/environments/env_package/webshop/webshop/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.setuptools@9.1.0: 8 known vulnerabilitiesPYSEC-2022-43012, PYSEC-2025-49, PYSEC-2026-1918, PYSEC-2026-3447, PYSEC-2022-43012 +3 more
agent_system/environments/env_package/webshop/webshop/requirements.txt - 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
agent_system/environments/env_package/webshop/webshop/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.requests@2.9.2: 10 known vulnerabilitiesPYSEC-2018-28, PYSEC-2023-74, PYSEC-2026-1872, PYSEC-2026-1873, PYSEC-2026-2275 +5 more
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.torch@2.9.1: 12 known vulnerabilitiesPYSEC-2026-139, PYSEC-2026-2286, GHSA-qfhq-4f3w-5fph, GHSA-rrmf-rvhw-rf47, PYSEC-2026-139 +7 more
requirements-npu.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 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install or build failed in a clean environmentthe recommended way to download and update the Rust compiler toolchain. hint: `tokenizers` (v0.10.3) was included because `verl` (v0.3.1.dev0) depends on `transformers` (v4.12.2) which depends on `tokenizers` hint: Build failures usually indicate a problem with the package or the build environment
- lowLow. Minor, or common in normal tools. Shown for information.pytest@8.3.5: 1 known vulnerabilityPYSEC-2026-1845
agent_system/environments/env_package/webshop/webshop/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.requests@2.27.1: 8 known vulnerabilitiesPYSEC-2023-74, PYSEC-2026-1872, PYSEC-2026-1873, PYSEC-2026-2275, PYSEC-2023-74 +3 more
agent_system/environments/env_package/webshop/webshop/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.tqdm@4.64.0: 2 known vulnerabilitiesPYSEC-2026-1976, PYSEC-2026-1976
agent_system/environments/env_package/webshop/webshop/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.idna@3.9.0: 4 known vulnerabilitiesPYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215
agent_system/environments/env_package/webshop/webshop/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.pygments@2.9.0: 4 known vulnerabilitiesPYSEC-2023-117, PYSEC-2026-2987, PYSEC-2023-117, PYSEC-2026-2987
agent_system/environments/env_package/webshop/webshop/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.scikit-learn@1.1.1: 2 known vulnerabilitiesPYSEC-2024-110, PYSEC-2024-110
agent_system/environments/env_package/webshop/webshop/requirements_arm.txt - lowLow. Minor, or common in normal tools. Shown for information.scipy@1.9.3: 1 known vulnerabilityPYSEC-2023-102
agent_system/environments/env_package/webshop/webshop/requirements_arm.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
Automated result for the commit shown. See our scan policy. View the scan log
Maintainers can claim the listing to rescan, or dispute a result.
HiPER Agent alternatives
View more →Similar ai agents in Learning Resources, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| HiPER Agent (this page) JonP07 | 35 | Apache-2.0 | Jun 24, 2026 | Scanned, no flagged issues |
| Prompt Engineering Guide dair-ai | 80k | MIT | Mar 11, 2026 | Scanned, no flagged issues |
| Learn Claude Code shareAI-lab | 80k | MIT | Oct 27, 2026 | Scanned, no flagged issues |
| AI Engineering From Scratch rohitg00 | 76k | MIT | Oct 29, 2026 | Scanned, no flagged issues |
| Front End Checklist thedaviddias | 75k | MIT | Oct 31, 2026 | Scanned, no flagged issues |
| System Prompts Leaks asgeirtj | 71k | CC0-1.0 | Nov 1, 2026 | Scanned, no flagged issues |