OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution
Paper • 2608.00677 • Published • 263
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tools/tool.0140_tooling_semantic_retrieval_ranker.0aade675a50d89c4 | bundles/tools/openart-tools-00000.zip | 59b663da5a263109d574cc69551be1bf5f51df255845dd60a952848e2f88ed41 | 5,360,676 | full | ed33a891a22cb27fee18a9b9670ca92f954bbf2a8ac69f70ad0d9ad69f3ac4b8 | 983 | 1 | false | false | false | false | false | false | true | false | openart-hf-tool-store-v1 | 0 | tool.0140_tooling_semantic_retrieval_ranker.0aade675a50d89c4 | tool.0140_tooling_semantic_retrieval_ranker.0aade675a50d89c4 | 0140_tooling_semantic_retrieval_ranker | ["SKILL.md"] |
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tools/tool.0150_tooling_privacy_preserving_data_broker.c13cdad274626a8d | bundles/tools/openart-tools-00000.zip | 59b663da5a263109d574cc69551be1bf5f51df255845dd60a952848e2f88ed41 | 5,360,676 | full | 983b6f1f5749cfe5462421ada53d717d3d3b4a5cf7c1468de80eb2ff4774f90d | 24,666 | 2 | false | false | false | true | false | false | true | false | openart-hf-tool-store-v1 | 0 | tool.0150_tooling_privacy_preserving_data_broker.c13cdad274626a8d | tool.0150_tooling_privacy_preserving_data_broker.c13cdad274626a8d | 0150_tooling_privacy_preserving_data_broker | ["SKILL.md"] |
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tools/tool.0157_tooling_skill_gap_diagnoser.07af72d1183562a1 | bundles/tools/openart-tools-00000.zip | 59b663da5a263109d574cc69551be1bf5f51df255845dd60a952848e2f88ed41 | 5,360,676 | full | df1e383315c7c04c159ec2fba37440d73d98c58bde86d66eefc50ab2e3aab766 | 3,644 | 2 | false | false | false | true | false | false | true | false | openart-hf-tool-store-v1 | 0 | tool.0157_tooling_skill_gap_diagnoser.07af72d1183562a1 | tool.0157_tooling_skill_gap_diagnoser.07af72d1183562a1 | 0157_tooling_skill_gap_diagnoser | ["SKILL.md"] |
tools/tool.0160_onedrive_migration_assistant.b1942d053226c500 | bundles/tools/openart-tools-00000.zip | 59b663da5a263109d574cc69551be1bf5f51df255845dd60a952848e2f88ed41 | 5,360,676 | full | 6907487d3874bac96ee187276f820e7805147e4953333f557971980d20160bfb | 16,470 | 2 | false | false | false | true | false | false | true | false | openart-hf-tool-store-v1 | 0 | tool.0160_onedrive_migration_assistant.b1942d053226c500 | tool.0160_onedrive_migration_assistant.b1942d053226c500 | 0160_onedrive_migration_assistant | ["SKILL.md"] |
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tools/tool.0164_governance_contradiction_detector.dc0aa512298f6265 | bundles/tools/openart-tools-00000.zip | 59b663da5a263109d574cc69551be1bf5f51df255845dd60a952848e2f88ed41 | 5,360,676 | full | d0dc618744cdffee3a157f53c2ad5ac123dd588d69ad086cc421a9076b592aaf | 831 | 1 | false | false | false | false | false | false | true | false | openart-hf-tool-store-v1 | 0 | tool.0164_governance_contradiction_detector.dc0aa512298f6265 | tool.0164_governance_contradiction_detector.dc0aa512298f6265 | 0164_governance_contradiction_detector | ["SKILL.md"] |
tools/tool.0165_dropbox_webhook_listener.04b870b794090033 | bundles/tools/openart-tools-00000.zip | 59b663da5a263109d574cc69551be1bf5f51df255845dd60a952848e2f88ed41 | 5,360,676 | full | 3f5f370c032bebfa42268cd0ff0c8d1998f0f1c524ab2d3135ca044c6c0663eb | 17,060 | 2 | false | false | false | true | false | false | true | false | openart-hf-tool-store-v1 | 0 | tool.0165_dropbox_webhook_listener.04b870b794090033 | tool.0165_dropbox_webhook_listener.04b870b794090033 | 0165_dropbox_webhook_listener | ["SKILL.md"] |
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tools/tool.0165_dropbox_webhook_listener.65489ad52b3f3f1c | bundles/tools/openart-tools-00000.zip | 59b663da5a263109d574cc69551be1bf5f51df255845dd60a952848e2f88ed41 | 5,360,676 | full | 8c8695415233ff3341d07f07b96c7062fd942f1bced1b46f38b604e450fec4e1 | 17,060 | 2 | false | false | false | true | false | false | true | false | openart-hf-tool-store-v1 | 0 | tool.0165_dropbox_webhook_listener.65489ad52b3f3f1c | tool.0165_dropbox_webhook_listener.65489ad52b3f3f1c | 0165_dropbox_webhook_listener | ["SKILL.md"] |
tools/tool.0166_governance_counterfactual_simulator.c938db22a5efe19d | bundles/tools/openart-tools-00000.zip | 59b663da5a263109d574cc69551be1bf5f51df255845dd60a952848e2f88ed41 | 5,360,676 | full | 3f5b969d0a5a1e2eeb73ae46ebe30ea5d84ef82062a6ad1f52b22cfd97faeb29 | 3,590 | 2 | false | false | false | true | false | false | true | false | openart-hf-tool-store-v1 | 0 | tool.0166_governance_counterfactual_simulator.c938db22a5efe19d | tool.0166_governance_counterfactual_simulator.c938db22a5efe19d | 0166_governance_counterfactual_simulator | ["SKILL.md"] |
tools/tool.0168_dropbox_workflow_automator.41b7c463d13b2624 | bundles/tools/openart-tools-00000.zip | 59b663da5a263109d574cc69551be1bf5f51df255845dd60a952848e2f88ed41 | 5,360,676 | full | df40636b9b3ebaba7dbd6a3dfeb647d8dee1e26828c4fe4a45811bb6d050774e | 16,240 | 2 | false | false | false | true | false | false | true | false | openart-hf-tool-store-v1 | 0 | tool.0168_dropbox_workflow_automator.41b7c463d13b2624 | tool.0168_dropbox_workflow_automator.41b7c463d13b2624 | 0168_dropbox_workflow_automator | ["SKILL.md"] |
tools/tool.0168_dropbox_workflow_automator.522d969179801461 | bundles/tools/openart-tools-00000.zip | 59b663da5a263109d574cc69551be1bf5f51df255845dd60a952848e2f88ed41 | 5,360,676 | full | 43338e7d5d9cbac2abde57b1ac20b6388e8361c6bc2fbcfea6826a59efefeca9 | 16,240 | 2 | false | false | false | true | false | false | true | false | openart-hf-tool-store-v1 | 0 | tool.0168_dropbox_workflow_automator.522d969179801461 | tool.0168_dropbox_workflow_automator.522d969179801461 | 0168_dropbox_workflow_automator | ["SKILL.md"] |
tools/tool.0168_dropbox_workflow_automator.798dc85b7d355f96 | bundles/tools/openart-tools-00000.zip | 59b663da5a263109d574cc69551be1bf5f51df255845dd60a952848e2f88ed41 | 5,360,676 | full | 96b92f4e0228d0e5978ff6489323df3f5e22a24837d0e2303655416a26798ed7 | 16,240 | 2 | false | false | false | true | false | false | true | false | openart-hf-tool-store-v1 | 0 | tool.0168_dropbox_workflow_automator.798dc85b7d355f96 | tool.0168_dropbox_workflow_automator.798dc85b7d355f96 | 0168_dropbox_workflow_automator | ["SKILL.md"] |
End of preview. Expand in Data Studio
OpenART Materialized Tools
Materialized tool-store companion dataset for OpenART Arena.
This dataset contains materialized OpenART tool directories packaged as zip shards, with Dataset Viewer metadata in Parquet. It is intended for reproducing OpenART Arena tool-loading experiments without rerunning large-scale tool materialization.
Paper: https://arxiv.org/abs/2608.00677
Contents
data/tools/metadata-00000.parquet: one metadata row per exported tool.bundles/tools/openart-tools-*.zip: sharded materialized tool directories.manifests/export_manifest.json: export counts, shard metadata, and release settings.manifests/sha256sums.txt: checksums for metadata, manifests, and bundle shards.scripts/download_tool.py: helper to extract one tool from a local dataset clone.
Current export
- Exported tools: 63697
- Skipped tools: 704
The export excludes hidden/internal metadata, local configuration files, caches, virtual environments, build artifacts, and registry databases. Tools with detected secret-like values are skipped by default.
License and provenance note
The materialized tools may derive from upstream public repositories with varying licenses. Consumers should respect upstream licenses and use this dataset for research and reproducibility.
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