{"schema_version":"papers/paper-detail-v1","title":"ClawsBench: Evaluating Capability and Safety of LLM Productivity Agents in Simulated Workspaces","surface":"papers","opportunity_kernel":{"paper_id":"98b0f923-c1d0-4856-ac0f-252207843b5a","title":"ClawsBench: Evaluating Capability and Safety of LLM Productivity Agents in Simulated Workspaces","authors":["Xiangyi Li","Kyoung Whan Choe","Yimin Liu","Xiaokun Chen","Chujun Tao","Bingran You","Wenbo Chen","Zonglin Di","Jiankai Sun","Shenghan Zheng","Jiajun Bao","Yuanli Wang","Weixiang Yan","Yiyuan Li","Han-chung Lee"],"arxiv_id":"2604.05172v1","doi":null,"published_at":"2026-04-06T21:09:06.000Z","score_object":{"overall":{"value":8,"scale":"0-10","confidence":0.85,"confidence_reason":"Backfilled from persisted papers.viability_score.","model_version":"phase0-web-fallback-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-08T05:53:35.434Z","fresh_until":"2026-05-08T05:53:35.434Z","is_stale":true,"source_count":1,"missingness":[]},"technical":{"value":0,"scale":"0-10","confidence":0.15,"confidence_reason":"No canonical technical score row was available yet; marked low confidence.","model_version":"phase0-web-fallback-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-08T05:53:35.434Z","fresh_until":"2026-04-22T05:53:35.434Z","is_stale":true,"source_count":0,"missingness":["paper_score_objects.technical"]},"commercial":{"value":4,"scale":"0-10","confidence":0.7,"confidence_reason":"Backfilled from persisted commercial_flags and repo availability.","model_version":"phase0-web-fallback-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-08T05:53:35.434Z","fresh_until":"2026-05-08T05:53:35.434Z","is_stale":true,"source_count":1,"missingness":[]},"market":{"value":0,"scale":"0-10","confidence":0.15,"confidence_reason":"No canonical market score row was available yet; marked low confidence.","model_version":"phase0-web-fallback-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-08T05:53:35.434Z","fresh_until":"2026-04-22T05:53:35.434Z","is_stale":true,"source_count":0,"missingness":["paper_score_objects.market"]},"team":{"value":0,"scale":"0-10","confidence":0.15,"confidence_reason":"No canonical team score row was available yet; marked low confidence.","model_version":"phase0-web-fallback-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-08T05:53:35.434Z","fresh_until":"2026-04-22T05:53:35.434Z","is_stale":true,"source_count":0,"missingness":["paper_score_objects.team"]},"methodology":{"value":0,"scale":"0-10","confidence":0.15,"confidence_reason":"No canonical methodology score row was available yet; marked low confidence.","model_version":"phase0-web-fallback-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-04-08T05:53:35.434Z","fresh_until":"2026-05-08T05:53:35.434Z","is_stale":true,"source_count":0,"missingness":["paper_score_objects.methodology"]}},"evidence_receipt":{"freshness":"unknown","proof_status":"unverified","repo_status":"missing","references_count":0,"source_count":0,"coverage":0,"missingness":["paper_evidence_receipts.references_count","paper_evidence_receipts.coverage"],"unresolved_unknowns":["Canonical evidence receipt has not been materialized yet."],"last_verification_at":"2026-04-08T05:53:35.434Z"},"lineage_hash":"619936144c5baf65a43765c1474b941edaf4ace435cef2bb3be85fae44e54440"},"distribution":null,"replication_evidence":[],"author_dna":[]}