Agents Failure Attribution
by ag2aiBenchmark for automated failure attributions in agentic systems (🏆 ICML 2025 Spotlight)
Agents Failure Attribution is an open-source ai agent by ag2ai, written mainly in Python, with 397 GitHub stars and the MIT license. Its code was last updated Oct 30, 2026.
Scan summary: scanned Nov 5, 2026 at commit 1bcbbd9. No capabilities flagged by our checks. Scan policy
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1bcbbd9 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings.
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 audit391 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 (Ă—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.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.jinja2@3.1.4: 3 known vulnerabilitiesPYSEC-2026-1471, PYSEC-2026-1472, PYSEC-2026-1475
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.mako@1.3.8: 3 known vulnerabilitiesPYSEC-2026-2617, PYSEC-2026-4243, PYSEC-2026-88
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.markdown@3.7: 1 known vulnerabilityPYSEC-2026-89
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.accelerate@1.2.1: 1 known vulnerabilityPYSEC-2026-3804
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.cryptography@44.0.0: 7 known vulnerabilitiesPYSEC-2026-1284, PYSEC-2026-2141, PYSEC-2026-35, PYSEC-2026-3552, PYSEC-2026-3553 +2 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.fsspec@2024.10.0: 1 known vulnerabilityPYSEC-2026-4217
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.geopandas@1.0.1: 1 known vulnerabilityPYSEC-2026-62
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.lxml@5.3.0: 1 known vulnerabilityPYSEC-2026-87
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.msgpack@1.1.0: 2 known vulnerabilitiesPYSEC-2026-3625, GHSA-j586-36cw-2gc2
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.oauthlib@3.2.2: 3 known vulnerabilitiesPYSEC-2026-4113, PYSEC-2026-4114, GHSA-7984-qgvg-3j9c
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.orjson@3.10.12: 1 known vulnerabilityPYSEC-2026-107
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pdfminer-six@20231228: 2 known vulnerabilitiesPYSEC-2026-1761, PYSEC-2026-1762
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.protobuf@5.29.1: 2 known vulnerabilitiesPYSEC-2026-1805, PYSEC-2026-1806
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyarrow@18.1.0: 1 known vulnerabilityPYSEC-2026-113
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.pyasn1@0.6.1: 9 known vulnerabilitiesPYSEC-2026-1810, PYSEC-2026-2263, PYSEC-2026-3455, PYSEC-2026-3456, PYSEC-2026-3457 +4 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.sentencepiece@0.2.0: 1 known vulnerabilityPYSEC-2026-1909
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.soupsieve@2.6: 4 known vulnerabilitiesPYSEC-2026-3071, PYSEC-2026-3072, PYSEC-2026-4170, PYSEC-2026-4171
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.starlette@0.41.3: 7 known vulnerabilitiesPYSEC-2026-161, PYSEC-2026-1941, PYSEC-2026-1942, PYSEC-2026-2280, PYSEC-2026-2281 +2 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.urllib3@2.2.3: 8 known vulnerabilitiesPYSEC-2026-141, PYSEC-2026-1994, PYSEC-2026-1996, PYSEC-2026-1997, PYSEC-2026-1998 +3 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.virtualenv@20.29.1: 20 known vulnerabilitiesPYSEC-2026-2009, PYSEC-2026-4011, PYSEC-2026-4012, PYSEC-2026-4013, PYSEC-2026-4014 +15 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.xgrammar@0.1.11: 3 known vulnerabilitiesPYSEC-2025-235, PYSEC-2026-2054, PYSEC-2026-2322
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.youtube-dl@2021.12.17: 1 known vulnerabilityGHSA-22fp-mf44-f2mq
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.yt-dlp@2024.12.13: 6 known vulnerabilitiesPYSEC-2026-3430, PYSEC-2026-3431, PYSEC-2026-3432, PYSEC-2026-3433, PYSEC-2026-3622 +1 more
requirements.txt - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install or build failed in a clean environmenterror: Unsupported editable requirement in `requirements.txt` at line 216: `git+https://github.com/ag2ai/ag2@190a93dc676493cea5057c28dc35618703c02f83#egg=ag2` cause: Git sources cannot be editable hint: Editable requirements must refer to a local directory
- lowLow. Minor, or common in normal tools. Shown for information.pypdf2@3.0.1: 1 known vulnerabilityPYSEC-2026-1835
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.pygments@2.18.0: 1 known vulnerabilityPYSEC-2026-2987
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.werkzeug@3.1.3: 4 known vulnerabilitiesPYSEC-2026-2044, PYSEC-2026-2046, PYSEC-2026-2320, PYSEC-2026-4312
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.biopython@1.84: 1 known vulnerabilityPYSEC-2026-1221
requirements.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.diskcache@5.6.3: 1 known vulnerabilityPYSEC-2026-2447
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.filelock@3.16.1: 4 known vulnerabilitiesPYSEC-2026-1374, PYSEC-2026-1375, GHSA-69hj-f68j-2879, GHSA-8mx5-7m5m-r77g
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.fonttools@4.55.3: 1 known vulnerabilityPYSEC-2026-1389
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.geopy@2.4.1: 1 known vulnerabilityPYSEC-2026-4218
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.idna@3.10: 1 known vulnerabilityPYSEC-2026-215
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.opentelemetry-api@1.29.0: 1 known vulnerabilityGHSA-xcq7-p3pf-p88h
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.pytest@8.3.4: 1 known vulnerabilityPYSEC-2026-1845
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.python-dotenv@1.0.1: 1 known vulnerabilityPYSEC-2026-2270
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.requests@2.32.3: 2 known vulnerabilitiesPYSEC-2026-1872, PYSEC-2026-2275
requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
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