{"schema_version":"papers/paper-detail-v1","title":"MMSkills: Towards Multimodal Skills for General Visual Agents","surface":"papers","opportunity_kernel":{"paper_id":"422f28a8-a542-4a00-becc-976c8ac893d4","title":"MMSkills: Towards Multimodal Skills for General Visual Agents","authors":["Kangning Zhang","Shuai Shao","Qingyao Li","Jianghao Lin","Lingyue Fu","Shijian Wang","Wenxiang Jiao","Yuan Lu","Weiwen Liu","Weinan Zhang","Yong Yu"],"arxiv_id":"2605.13527v1","doi":null,"published_at":"2026-05-13T13:40:31.000Z","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":"2026-05-14T20:10:03.947Z","fresh_until":"2026-06-13T20:10:03.947Z","is_stale":false,"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":"2026-05-14T20:10:03.947Z","fresh_until":"2026-05-28T20:10:03.947Z","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":"2026-05-14T20:10:03.947Z","fresh_until":"2026-06-13T20:10:03.947Z","is_stale":false,"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":"2026-05-14T20:10:03.947Z","fresh_until":"2026-05-28T20:10:03.947Z","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":"2026-05-14T20:10:03.947Z","fresh_until":"2026-05-28T20:10:03.947Z","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":"2026-05-14T20:10:03.947Z","fresh_until":"2026-06-13T20:10:03.947Z","is_stale":false,"source_count":0,"missingness":["paper_score_objects.methodology"]}},"evidence_receipt":{"freshness":"fresh","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":"2026-05-14T20:10:03.947Z"},"lineage_hash":"2918cffcee1b5e5666a84b8e6fd95e561d7859d270d4f09f59575bbb48f4fefe"},"distribution":null,"replication_evidence":[],"author_dna":[]}