CORAL AI Agent
by Human-Agent-SocietyOpen-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi-agent evolution. Accepted at COLM 2026.
CORAL is an open-source ai agent by Human-Agent-Society, written mainly in Python, with 1,110 GitHub stars and the Apache-2.0 license. Its code was last updated Oct 19, 2026.
Scan summary: scanned Nov 5, 2026 at commit 0123dfb. 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
0123dfb · 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.
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 audit3158 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 (61)
- highHigh. Something risky that needs a close look before you install.dropper 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.Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
coral/workspace/repo.py:185 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.browserslist@4.28.1: 4 known vulnerabilitiesGHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx, GHSA-73wf-gq98-2v4g, GHSA-c83g-rgw3-j3cx
docs/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.image-size@2.0.2: 2 known vulnerabilitiesGHSA-5p2g-fcmc-qvqq, GHSA-w3rx-r6r6-pgpr
docs/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.js-yaml@4.1.1: 8 known vulnerabilitiesGHSA-2883-xcg3-v3hh, GHSA-52cp-r559-cp3m, GHSA-5p4m-2wfm-xmqj, GHSA-h67p-54hq-rp68, GHSA-2883-xcg3-v3hh +3 more
docs/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.nanoid@3.3.11: 6 known vulnerabilitiesGHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8, GHSA-xwg4-73v4-xw9w, GHSA-28wg-ghj8-5hjv, GHSA-2v37-7h3g-55p8 +1 more
docs/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.path-to-regexp@8.3.0: 2 known vulnerabilitiesGHSA-27v5-c462-wpq7, GHSA-j3q9-mxjg-w52f
docs/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.picomatch@4.0.3: 4 known vulnerabilitiesGHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj, GHSA-3v7f-55p6-f55p, GHSA-c2c7-rcm5-vvqj
docs/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.postcss@8.4.31: 4 known vulnerabilitiesGHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp, GHSA-qx2v-qp2m-jg93, GHSA-r28c-9q8g-f849
docs/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.postcss@8.5.8: 8 known vulnerabilitiesGHSA-6g55-p6wh-862q, GHSA-fxqj-rqcc-2cmp, GHSA-qx2v-qp2m-jg93, GHSA-r28c-9q8g-f849, GHSA-6g55-p6wh-862q +3 more
docs/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.sharp@0.34.5: 3 known vulnerabilitiesGHSA-f88m-g3jw-g9cj, GHSA-rgj7-g3m4-5g8c, GHSA-wq5f-xc86-pv6w
docs/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.source-map-js@1.2.1: 2 known vulnerabilitiesGHSA-68fv-2mgg-jv7q, GHSA-68fv-2mgg-jv7q
docs/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.zod@4.3.6: 2 known vulnerabilitiesGHSA-mrhx-c7xc-m3w5, GHSA-mrhx-c7xc-m3w5
docs/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.httpcore2@2.9.1: 43 known vulnerabilitiesPYSEC-2026-3844, PYSEC-2026-3844, PYSEC-2026-3844, PYSEC-2026-3844, PYSEC-2026-3844 +38 more
examples/frontier_eng/AdditiveManufacturing/DiffSimThermalControl/seed/_runtime/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.httpx2@2.9.1: 215 known vulnerabilitiesPYSEC-2026-3845, PYSEC-2026-3846, PYSEC-2026-3847, PYSEC-2026-3848, PYSEC-2026-3849 +210 more
examples/frontier_eng/AdditiveManufacturing/DiffSimThermalControl/seed/_runtime/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.torch@2.9.1: 172 known vulnerabilitiesPYSEC-2026-139, PYSEC-2026-2286, GHSA-qfhq-4f3w-5fph, GHSA-rrmf-rvhw-rf47, PYSEC-2026-139 +167 more
examples/frontier_eng/JobShop/abz/seed/_runtime/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.setuptools@9.1.0: 112 known vulnerabilitiesPYSEC-2022-43012, PYSEC-2025-49, PYSEC-2026-1918, PYSEC-2026-3447, PYSEC-2022-43012 +107 more
examples/frontier_eng/JobShop/abz/seed/_runtime/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.tqdm@4.9.0: 30 known vulnerabilitiesPYSEC-2017-74, PYSEC-2026-1976, PYSEC-2017-74, PYSEC-2026-1976, PYSEC-2017-74 +25 more
examples/frontier_eng/Optics/adaptive_constrained_dm_control/seed/_parent/requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.dnspython@2.8.0: 1 known vulnerabilityGHSA-45c3-73f7-pv4m
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.filelock@3.25.1: 9 known vulnerabilitiesGHSA-567q-5qvw-pf92, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g, GHSA-9vhv-jxww-xfm5, GHSA-cwqr-hh33-gh44 +4 more
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2026.2.0: 1 known vulnerabilityPYSEC-2026-4217
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mcp@1.26.0: 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.oauthlib@3.3.1: 4 known vulnerabilitiesPYSEC-2026-4113, PYSEC-2026-4114, GHSA-3jp2-3mrg-2vxc, GHSA-7984-qgvg-3j9c
uv.lock - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pip@26.0.1: 4 known vulnerabilitiesPYSEC-2026-196, PYSEC-2026-2875, PYSEC-2026-2876, PYSEC-2026-3721
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.brace-expansion@1.1.12: 7 known vulnerabilitiesGHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr +2 more
web/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.brace-expansion@5.0.4: 8 known vulnerabilitiesGHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-jxxr-4gwj-5jf2, GHSA-mh99-v99m-4gvg +3 more
web/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.react-router@7.13.1: 12 known vulnerabilitiesGHSA-2j2x-hqr9-3h42, GHSA-337j-9hxr-rhxg, GHSA-49rj-9fvp-4h2h, GHSA-84g9-w2xq-vcv6, GHSA-8646-j5j9-6r62 +7 more
web/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.vite@8.0.0: 10 known vulnerabilitiesGHSA-4w7w-66w2-5vf9, GHSA-587h-7wmj-h5pm, GHSA-698v-4r3x-3vcv, GHSA-9jrq-w75r-8gcw, GHSA-fx2h-pf6j-xcff +5 more
web/package-lock.json - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install or build failed in a clean environment://setuptools-scm.readthedocs.io/en/latest/config/ No distribution name is known here, so the per-distribution SETUPTOOLS_SCM_PRETEND_VERSION_FOR_<DIST> form cannot match; pass a dist name to use it. hint: Build failures usually indicate a problem with the package or the build environment
- lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Turns off TLS certificate checking, allowing traffic interception.
examples/ADRS/txn_scheduling/seed/txn_simulator.py:10 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Deserializes data with pickle/marshal, which can execute code.
examples/ADRS/txn_scheduling/taskdata/evaluator.py:125 - lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Turns off TLS certificate checking, allowing traffic interception.
examples/ADRS/txn_scheduling/taskdata/txn_simulator.py:10 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key3 matches in this file
README.md:171 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: generic-api-key3 matches in this file
README_CN.md:172 - lowLow. Minor, or common in normal tools. Shown for information.baseline-browser-mapping@2.10.8: 2 known vulnerabilitiesGHSA-w5vr-8v7q-w6rv, GHSA-w5vr-8v7q-w6rv
docs/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.postcss-selector-parser@7.1.1: 2 known vulnerabilitiesGHSA-rj75-hqrm-r3gf, GHSA-w9m9-85wc-3x92
docs/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.scipy@1.9.3: 4 known vulnerabilitiesPYSEC-2023-102, PYSEC-2023-102, PYSEC-2023-102, PYSEC-2023-102
examples/frontier_eng/CommunicationEngineering/LDPCErrorFloor/seed/verification/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.idna@3.9.0: 15 known vulnerabilitiesPYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215, PYSEC-2026-215 +10 more
examples/frontier_eng/Optics/adaptive_constrained_dm_control/seed/_parent/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.fastapi-sso@0.16.0: 1 known vulnerabilityPYSEC-2026-1362
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@6.7.1: 1 known vulnerabilityPYSEC-2026-4244
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.pydantic-settings@2.13.1: 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@9.0.2: 1 known vulnerabilityPYSEC-2026-1845
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.requests@2.32.5: 1 known vulnerabilityPYSEC-2026-2275
uv.lock - lowLow. Minor, or common in normal tools. Shown for information.@babel/core@7.29.0: 1 known vulnerabilityGHSA-4x5r-pxfx-6jf8
web/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.@humanfs/node@0.16.7: 1 known vulnerabilityGHSA-p498-v437-472g
web/package-lock.json - lowLow. Minor, or common in normal tools. Shown for information.minimatch@10.2.4: 1 known vulnerabilityGHSA-g3hv-75wg-m249
web/package-lock.json - 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
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