{"id":"https://openalex.org/W7225817450","doi":"https://doi.org/10.5281/zenodo.24132129","title":"Context-Scoped Function Invocation Reliable Tool Use for LLM Agents via Executable Markdown","display_name":"Context-Scoped Function Invocation Reliable Tool Use for LLM Agents via Executable Markdown","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225817450","doi":"https://doi.org/10.5281/zenodo.24132129"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.24132129","doi":"https://doi.org/10.5281/zenodo.24132129","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24132129","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.24132129","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065897688","display_name":"Jiaxiang Wang","orcid":"https://orcid.org/0000-0002-9926-3315","observed_orcids":["https://orcid.org/0000-0002-9926-3315"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wang, Jiaxiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5065897688"],"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/T10126","display_name":"Logic, programming, and type systems","score":0.6172000169754028,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10126","display_name":"Logic, programming, and type systems","score":0.6172000169754028,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10260","display_name":"Software Engineering Research","score":0.09149999916553497,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.07810000330209732,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.682200014591217},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.6675999760627747},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4860000014305115},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.46540001034736633},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46399998664855957},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4415000081062317},{"id":"https://openalex.org/C122783720","wikidata":"https://www.wikidata.org/wiki/Q183065","display_name":"Interpreter","level":2,"score":0.4147000014781952},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.40950000286102295},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.3801000118255615},{"id":"https://openalex.org/C39920170","wikidata":"https://www.wikidata.org/wiki/Q693083","display_name":"Soundness","level":2,"score":0.376800000667572},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.34130001068115234},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.32109999656677246},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.28630000352859497},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.28060001134872437},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.2800000011920929},{"id":"https://openalex.org/C2185349","wikidata":"https://www.wikidata.org/wiki/Q190558","display_name":"Negation","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.27250000834465027},{"id":"https://openalex.org/C67174900","wikidata":"https://www.wikidata.org/wiki/Q178022","display_name":"Minutiae","level":4,"score":0.2687000036239624},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C2779639559","wikidata":"https://www.wikidata.org/wiki/Q7661178","display_name":"Symbolic execution","level":3,"score":0.25600001215934753},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25529998540878296}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.24132129","doi":"https://doi.org/10.5281/zenodo.24132129","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24132129","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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"},{"id":"doi:10.5281/zenodo.24132130","doi":"https://doi.org/10.5281/zenodo.24132130","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24132130","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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"}],"best_oa_location":{"id":"doi:10.5281/zenodo.24132129","doi":"https://doi.org/10.5281/zenodo.24132129","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24132129","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"AbstractAn":[0],"agent":[1],"with":[2],"a":[3,9,14,25,58,93,123,126],"hundred":[4,10,15],"tools":[5,225,252],"does":[6],"not":[7,79],"have":[8],"capabilities;":[11],"it":[12,32,53],"has":[13,278],"ways":[16],"to":[17,33,41,228],"choose":[18],"wrongly.":[19],"Contemporary":[20],"stacks":[21],"hand":[22],"the":[23,65,75,89,97,106,110,116,142,146,159,162,164,168,183,188,195,199,203,212,216,234,241,264,287,296,301],"model":[24],"flat,":[26],"global":[27],"tool":[28],"registry":[29,135],"and":[30,52,74,105,137,161,173,191,202,237,247,260,291,298,313],"ask":[31],"discriminate":[34],"among":[35],"descriptions":[36],"written":[37],"by":[38],"different":[39],"authors":[40],"be":[42,80],"individually":[43],"accurate":[44],"rather":[45,70],"than":[46,71],"mutually":[47],"distinguishable.":[48],"Selection":[49],"error":[50],"follows,":[51],"is":[54,122,130,144,270],"usually":[55],"treated":[56],"as":[57,272,317],"modelling":[59],"problem.":[60],"This":[61],"paper":[62,209],"argues":[63],"that":[64,108,113,120],"difficulty":[66],"lies":[67],"in":[68,72,115,207,230],"scoping":[69],"description,":[73],"candidate":[76],"set":[77],"need":[78],"global.":[81],"We":[82],"propose":[83],"Context-scoped":[84],"function":[85],"invocation,":[86],"which":[87],"derives":[88],"functions":[90],"admissible":[91],"at":[92],"program":[94],"point":[95],"from":[96],"document's":[98],"own":[99],"structure\u2014its":[100],"imports,":[101],"its":[102],"marked":[103],"calls,":[104],"narration":[107],"scopes":[109],"step\u2014and":[111],"enforces":[112],"boundary":[114,169],"compiler.":[117],"The":[118,179,275],"unit":[119],"executes":[121],"section":[124],"of":[125,215,233,263,300],"Markdown":[127],"document:":[128],"there":[129],"no":[131,134,138],"schema":[132],"artifact,":[133],"entry":[136],"generated":[139],"code,":[140],"because":[141],"document":[143],"already":[145],"program.":[147],"Author's":[148],"Note":[149],"on":[150],"Core":[151,177],"Contributions":[152],"&":[153,221,305],"AI":[154,223,250,268],"UsageTo":[155],"ensure":[156],"transparency":[157],"for":[158,255,295],"reader":[160],"community,":[163],"author":[165,277],"explicitly":[166],"declares":[167],"between":[170],"human":[171,217,242,276],"research":[172,181],"AI-assisted":[174],"engineering:":[175],"Human":[176],"Contributions:":[178],"fundamental":[180],"ideas,":[182],"core":[184],"architectural":[185],"concepts":[186],"(including":[187],"\"Re-derivation":[189],"Tax\"":[190],"\"Context-Scoped":[192],"Function":[193],"Invocation\"),":[194],"Marqdo":[196,308],"language":[197,251],"design,":[198],"nineteen-construct":[200],"surface,":[201],"trust":[204],"ledger":[205],"presented":[206],"this":[208],"are":[210,315],"entirely":[211],"original":[213],"work":[214],"researcher.":[218],"AI-Assisted":[219],"Implementation":[220],"Drafting:":[222],"coding":[224],"were":[226,253],"utilized":[227],"assist":[229],"writing":[231],"portions":[232],"Rust":[235],"interpreter":[236],"standard":[238,311],"library":[239],"under":[240],"author's":[243],"strict":[244],"design":[245],"specification":[246],"test":[248],"suites.":[249],"used":[254],"structural":[256],"editing,":[257],"prose":[258],"polishing,":[259],"reference":[261],"formatting":[262],"manuscript.":[265,303],"Responsibility:":[266],"No":[267],"system":[269],"listed":[271],"an":[273],"author.":[274],"reviewed":[279],"every":[280,283],"claim,":[281],"verified":[282],"behavioral":[284],"mechanism":[285],"against":[286],"running":[288],"source":[289],"tree,":[290],"takes":[292],"full":[293],"responsibility":[294],"accuracy":[297],"integrity":[299],"entire":[302],"Code":[304],"Runtime":[306],"AvailabilityThe":[307],"runtime":[309],"(v2.7.0),":[310],"library,":[312],"documentation":[314],"released":[316],"open-source":[318],"software.Project":[319],"Site:":[320],"https://www.cflmy.top/marqdo/GitHub":[321],"Repository:":[322],"https://github.com/cflmy/marqdo":[323]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}
