{"id":"https://openalex.org/W7163998392","doi":"https://doi.org/10.48550/arxiv.2606.07636","title":"Crayotter: Traceable Multi-Agent Workflows for Long-Form Video Editing","display_name":"Crayotter: Traceable Multi-Agent Workflows for Long-Form Video Editing","publication_year":2026,"publication_date":"2026-05-31","ids":{"openalex":"https://openalex.org/W7163998392","doi":"https://doi.org/10.48550/arxiv.2606.07636"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.07636","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.07636","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.07636","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038559282","display_name":"\u95eb\u4e50\u6210","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yan, Lecheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138267303","display_name":"Yichong Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Yichong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138272105","display_name":"Ben Pan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pan, Ben","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138254636","display_name":"Xiaoyu Zheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zheng, Xiaoyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138274236","display_name":"Jiawei Qian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qian, Jiawei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138243319","display_name":"Anqi Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Anqi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138255289","display_name":"Wenxi Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Wenxi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5138225084","display_name":"Chenyang Lyu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lyu, Chenyang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.2653000056743622,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.2653000056743622,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.2321999967098236,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.10869999974966049,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/timeline","display_name":"Timeline","score":0.8805999755859375},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7631999850273132},{"id":"https://openalex.org/keywords/video-editing","display_name":"Video editing","score":0.7433000206947327},{"id":"https://openalex.org/keywords/non-linear-editing-system","display_name":"Non-linear editing system","score":0.5820000171661377},{"id":"https://openalex.org/keywords/post-production","display_name":"Post-production","score":0.5774999856948853},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.5378999710083008},{"id":"https://openalex.org/keywords/lifelog","display_name":"Lifelog","score":0.5181000232696533},{"id":"https://openalex.org/keywords/image-editing","display_name":"Image editing","score":0.5074999928474426}],"concepts":[{"id":"https://openalex.org/C4438859","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Timeline","level":2,"score":0.8805999755859375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7924000024795532},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7631999850273132},{"id":"https://openalex.org/C2780310081","wikidata":"https://www.wikidata.org/wiki/Q1154312","display_name":"Video editing","level":2,"score":0.7433000206947327},{"id":"https://openalex.org/C137402728","wikidata":"https://www.wikidata.org/wiki/Q1330119","display_name":"Non-linear editing system","level":5,"score":0.5820000171661377},{"id":"https://openalex.org/C87829876","wikidata":"https://www.wikidata.org/wiki/Q648877","display_name":"Post-production","level":2,"score":0.5774999856948853},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.5378999710083008},{"id":"https://openalex.org/C176168674","wikidata":"https://www.wikidata.org/wiki/Q763835","display_name":"Lifelog","level":2,"score":0.5181000232696533},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.5074999928474426},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.48260000348091125},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.4684999883174896},{"id":"https://openalex.org/C2780967703","wikidata":"https://www.wikidata.org/wiki/Q2571389","display_name":"Collaborative editing","level":2,"score":0.43779999017715454},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4172999858856201},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3747999966144562},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35030001401901245},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.2935999929904938},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.28839999437332153},{"id":"https://openalex.org/C166142869","wikidata":"https://www.wikidata.org/wiki/Q60061622","display_name":"Video production","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C141141315","wikidata":"https://www.wikidata.org/wiki/Q2379942","display_name":"Guard (computer science)","level":2,"score":0.2694999873638153},{"id":"https://openalex.org/C33566652","wikidata":"https://www.wikidata.org/wiki/Q1065927","display_name":"Theme (computing)","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C2988327813","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Time line","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.25270000100135803},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.07636","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.07636","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.07636","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.07636","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Editing":[0],"a":[1,98,145],"long-form":[2],"video":[3,43],"from":[4],"heterogeneous":[5],"footage":[6],"requires":[7],"more":[8],"than":[9],"selecting":[10],"clips:":[11],"an":[12,36,81,117],"agent":[13],"must":[14],"preserve":[15],"narrative":[16,137],"intent":[17],"across":[18],"material":[19,52],"preparation,":[20,53],"timeline":[21,59],"construction,":[22],"post-production,":[23],"and":[24,57,75,85,92,110,125,139,149,163],"revision":[25],"while":[26],"leaving":[27],"enough":[28],"evidence":[29],"to":[30,89],"diagnose":[31],"failures.":[32],"We":[33,101,142],"present":[34],"\\textbf{Crayotter},":[35],"open-source":[37],"multimodal":[38,69],"multi-agent":[39],"system":[40],"for":[41,127,157],"prompt-driven":[42],"editing.":[44],"Crayotter":[45,103,115],"organizes":[46],"production":[47],"into":[48],"three":[49],"phases:":[50],"coverage-aware":[51],"artifact-based":[54],"editing":[55,71,82,106,140],"research,":[56],"tool-grounded":[58],"execution.":[60],"Each":[61],"phase":[62],"externalizes":[63],"inspectable":[64],"artifacts,":[65],"including":[66],"coverage":[67],"reports,":[68],"analyses,":[70],"blueprints,":[72],"tool":[73],"calls,":[74],"intermediate":[76],"renders.":[77],"These":[78],"artifacts":[79],"make":[80],"run":[83],"traceable":[84],"allow":[86],"failed":[87],"segments":[88],"be":[90],"diagnosed":[91],"selectively":[93],"revised":[94],"instead":[95],"of":[96,120],"requiring":[97],"full":[99],"restart.":[100],"evaluate":[102],"on":[104],"23":[105],"themes":[107],"against":[108],"CapCut-Mate":[109],"CutClaw.":[111],"Under":[112],"human":[113],"evaluation,":[114],"achieves":[116],"average":[118],"score":[119],"3.40/5,":[121],"compared":[122],"with":[123,131],"2.44":[124],"1.70":[126],"the":[128],"two":[129],"baselines,":[130],"consistent":[132],"gains":[133],"in":[134],"theme":[135],"alignment,":[136],"coherence,":[138],"smoothness.":[141],"additionally":[143],"describe":[144],"replayable":[146],"trajectory":[147],"schema":[148],"verifiable":[150],"reward":[151],"design":[152],"that":[153],"prepare":[154],"these":[155],"workflows":[156],"future":[158],"policy":[159],"optimization.":[160],"Code,":[161],"traces,":[162],"examples":[164],"are":[165],"publicly":[166],"available":[167],"at":[168],"https://github.com/idwts/Crayotter.":[169]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-10T00:00:00"}
