{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:V62T2DMQPVJMSHNFSUI7CIKNUY","short_pith_number":"pith:V62T2DMQ","canonical_record":{"source":{"id":"2606.22082","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2026-06-20T14:57:33Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"deba089072764a21ae9cf36ebf36f3225d79d0b1032b1d16361acf048e65e747","abstract_canon_sha256":"18a28d9a5170282a9d3ef700c22bc05021369936ec58cec34aed938286380e05"},"schema_version":"1.0"},"canonical_sha256":"afb53d0d907d52c91da59511f1214da61597c473add8e8f4dd77dd134f3d9c94","source":{"kind":"arxiv","id":"2606.22082","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.22082","created_at":"2026-06-23T02:13:27Z"},{"alias_kind":"arxiv_version","alias_value":"2606.22082v1","created_at":"2026-06-23T02:13:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.22082","created_at":"2026-06-23T02:13:27Z"},{"alias_kind":"pith_short_12","alias_value":"V62T2DMQPVJM","created_at":"2026-06-23T02:13:27Z"},{"alias_kind":"pith_short_16","alias_value":"V62T2DMQPVJMSHNF","created_at":"2026-06-23T02:13:27Z"},{"alias_kind":"pith_short_8","alias_value":"V62T2DMQ","created_at":"2026-06-23T02:13:27Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:V62T2DMQPVJMSHNFSUI7CIKNUY","target":"record","payload":{"canonical_record":{"source":{"id":"2606.22082","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2026-06-20T14:57:33Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"deba089072764a21ae9cf36ebf36f3225d79d0b1032b1d16361acf048e65e747","abstract_canon_sha256":"18a28d9a5170282a9d3ef700c22bc05021369936ec58cec34aed938286380e05"},"schema_version":"1.0"},"canonical_sha256":"afb53d0d907d52c91da59511f1214da61597c473add8e8f4dd77dd134f3d9c94","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-23T02:13:27.732146Z","signature_b64":"S963dD7eKdiig2iU2s0jxVBDdPgiLzYmiP6KX+SjhIY3zsXCddtNkKl3Uo+sMd7oo5RAtOvQxPTEwtXPA+sACQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"afb53d0d907d52c91da59511f1214da61597c473add8e8f4dd77dd134f3d9c94","last_reissued_at":"2026-06-23T02:13:27.731625Z","signature_status":"signed_v1","first_computed_at":"2026-06-23T02:13:27.731625Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.22082","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-23T02:13:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WkWbDHSGg1VIlZqFpEwoxViinTaP71k9eQE45XtUtoJYCNSNXoTKciTYC5zje0K1odv9gl4Y7Oml3U+Rp/41Dg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-28T03:07:39.080192Z"},"content_sha256":"7efb0f723213b1cfb4c82609606ffa45bc85c53ead7071abfe1db43d7a41b9a7","schema_version":"1.0","event_id":"sha256:7efb0f723213b1cfb4c82609606ffa45bc85c53ead7071abfe1db43d7a41b9a7"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:V62T2DMQPVJMSHNFSUI7CIKNUY","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"CodeTeam: An LLM-Powered Multi-Agent Framework for Repository-Level Code Generation","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.SE","authors_text":"Arif Ali Khan, Mojtaba Shahin, Peng Liang, Qiong Feng, Ruiyin Li, Yifei Wang, Zengyang Li","submitted_at":"2026-06-20T14:57:33Z","abstract_excerpt":"Natural language to repository generation (NL2Repo) requires a system to construct an entire software repository from a natural-language requirements document. Compared with function-level code generation, this task demands longer planning horizons, stable interfaces across files, and iterative debugging of cross-file inconsistencies. To address these challenges, we propose CodeTeam, an LLM-based multi-agent framework that separates planning, decision making, and implementation into distinct, coordinated stages. In the planning stage, multiple Architect agents draft competing software design s"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.22082","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2606.22082/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-23T02:13:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KjFAJMmICeHVoO4wMh464t4Z/S6Pts9wPvpGpCElf2ZrDwMzg+TrbvaabswXnQOjCNlZ5YLKP0iq5WhMzOPgDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-28T03:07:39.080575Z"},"content_sha256":"03ff4b903b32cf16b871002af0dbc844b56f2591708c5b9ed0f8ef98d5fc5ebb","schema_version":"1.0","event_id":"sha256:03ff4b903b32cf16b871002af0dbc844b56f2591708c5b9ed0f8ef98d5fc5ebb"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/V62T2DMQPVJMSHNFSUI7CIKNUY/bundle.json","state_url":"https://pith.science/pith/V62T2DMQPVJMSHNFSUI7CIKNUY/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/V62T2DMQPVJMSHNFSUI7CIKNUY/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-06-28T03:07:39Z","links":{"resolver":"https://pith.science/pith/V62T2DMQPVJMSHNFSUI7CIKNUY","bundle":"https://pith.science/pith/V62T2DMQPVJMSHNFSUI7CIKNUY/bundle.json","state":"https://pith.science/pith/V62T2DMQPVJMSHNFSUI7CIKNUY/state.json","well_known_bundle":"https://pith.science/.well-known/pith/V62T2DMQPVJMSHNFSUI7CIKNUY/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:V62T2DMQPVJMSHNFSUI7CIKNUY","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"18a28d9a5170282a9d3ef700c22bc05021369936ec58cec34aed938286380e05","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2026-06-20T14:57:33Z","title_canon_sha256":"deba089072764a21ae9cf36ebf36f3225d79d0b1032b1d16361acf048e65e747"},"schema_version":"1.0","source":{"id":"2606.22082","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.22082","created_at":"2026-06-23T02:13:27Z"},{"alias_kind":"arxiv_version","alias_value":"2606.22082v1","created_at":"2026-06-23T02:13:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.22082","created_at":"2026-06-23T02:13:27Z"},{"alias_kind":"pith_short_12","alias_value":"V62T2DMQPVJM","created_at":"2026-06-23T02:13:27Z"},{"alias_kind":"pith_short_16","alias_value":"V62T2DMQPVJMSHNF","created_at":"2026-06-23T02:13:27Z"},{"alias_kind":"pith_short_8","alias_value":"V62T2DMQ","created_at":"2026-06-23T02:13:27Z"}],"graph_snapshots":[{"event_id":"sha256:03ff4b903b32cf16b871002af0dbc844b56f2591708c5b9ed0f8ef98d5fc5ebb","target":"graph","created_at":"2026-06-23T02:13:27Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2606.22082/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Natural language to repository generation (NL2Repo) requires a system to construct an entire software repository from a natural-language requirements document. Compared with function-level code generation, this task demands longer planning horizons, stable interfaces across files, and iterative debugging of cross-file inconsistencies. To address these challenges, we propose CodeTeam, an LLM-based multi-agent framework that separates planning, decision making, and implementation into distinct, coordinated stages. In the planning stage, multiple Architect agents draft competing software design s","authors_text":"Arif Ali Khan, Mojtaba Shahin, Peng Liang, Qiong Feng, Ruiyin Li, Yifei Wang, Zengyang Li","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2026-06-20T14:57:33Z","title":"CodeTeam: An LLM-Powered Multi-Agent Framework for Repository-Level Code Generation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.22082","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:7efb0f723213b1cfb4c82609606ffa45bc85c53ead7071abfe1db43d7a41b9a7","target":"record","created_at":"2026-06-23T02:13:27Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"18a28d9a5170282a9d3ef700c22bc05021369936ec58cec34aed938286380e05","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2026-06-20T14:57:33Z","title_canon_sha256":"deba089072764a21ae9cf36ebf36f3225d79d0b1032b1d16361acf048e65e747"},"schema_version":"1.0","source":{"id":"2606.22082","kind":"arxiv","version":1}},"canonical_sha256":"afb53d0d907d52c91da59511f1214da61597c473add8e8f4dd77dd134f3d9c94","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"afb53d0d907d52c91da59511f1214da61597c473add8e8f4dd77dd134f3d9c94","first_computed_at":"2026-06-23T02:13:27.731625Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-23T02:13:27.731625Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"S963dD7eKdiig2iU2s0jxVBDdPgiLzYmiP6KX+SjhIY3zsXCddtNkKl3Uo+sMd7oo5RAtOvQxPTEwtXPA+sACQ==","signature_status":"signed_v1","signed_at":"2026-06-23T02:13:27.732146Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.22082","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7efb0f723213b1cfb4c82609606ffa45bc85c53ead7071abfe1db43d7a41b9a7","sha256:03ff4b903b32cf16b871002af0dbc844b56f2591708c5b9ed0f8ef98d5fc5ebb"],"state_sha256":"82ae55f394852e20f7a7578881d6900943646c0021c3bf4d0771a2c46cff339b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"51CXp2SVWZYOJi1cxU6uDkiYhN4xsQCUdh2vzEKhCSoYmIXY4m+4toUzI+wXqS7tyol83YtjgHEMVabjdyEwCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-28T03:07:39.082529Z","bundle_sha256":"394a66ccdd688cc365c53d5e5934a9b274f1995a780ef01efb9474653d315134"}}