{"as_of":"2026-08-09T15:38:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:17b11c9fb5cb04904880bdf51cab922462869fecfb8bb7683474e4550937d4e6","coverage":[{"denominator":70,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":70,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T13:53:21.002586Z","state":"measured"},{"denominator":74,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":74,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":4,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":4,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-04T16:56:11.758054Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-21T06:54:01.121062Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.21577","snapshot_observed_at":"2026-08-04T16:56:11.758054Z","title":"arXiv preprint arXiv:2505.21577(2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2509.11238","last_updated":"2025-09-14T12:28:39Z","snapshot_observed_at":"2026-08-09T02:37:48.266192Z","submitted_at":"2025-09-14T12:28:39Z","title":"UserTrace: User-Level Requirements Generation and Traceability Recovery from Software Project Repositories","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-04T16:56:11.758054Z"},"links":{"cited_paper":"/paper/2505.21577","citing_paper":"/paper/2509.11238"},"observation_digest":"sha256:899f063f28cfff19c2d112032b045484746d40bd1df64cf058424080a57de31e","observation_id":"b04d5ba8-1606-49da-9b1e-9d8476980b77","resolution":{"observed_at":"2026-08-04T16:56:11.758054Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"cited_work":{"arxiv_id":"2505.21577","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.21577","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"RepoMaster: Autonomous Exploration and Un- derstanding of GitHub Repositories for Complex Task Solving","venue":null,"work_id":"c313191b-7cc7-4e08-90a0-86df6f968dfa","year":2025},"citing_paper":{"arxiv_id":"2604.19606","last_updated":"2026-04-30T03:40:02Z","snapshot_observed_at":"2026-08-03T01:53:53.879136Z","submitted_at":"2026-04-21T15:55:33Z","title":"AblateCell: A Reproduce-then-Ablate Agent for Virtual Cell Repositories","version":2},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-05-10T02:30:39.346257Z"},"links":{"cited_paper":"/paper/2505.21577","citing_paper":"/paper/2604.19606"},"observation_digest":"sha256:c9d2e6f12411ad09e5eb2e37af86452e8bce8795a3e4038836008092c5c33179","observation_id":"5c5ac205-32e1-447d-8e25-4f56f0db9f94","resolution":{"observed_at":"2026-05-11T13:01:04.349535Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"cited_work":{"arxiv_id":"2505.21577","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.21577","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"RepoMaster: Autonomous Exploration and Un- derstanding of GitHub Repositories for Complex Task Solving","venue":null,"work_id":"c313191b-7cc7-4e08-90a0-86df6f968dfa","year":2025},"citing_paper":{"arxiv_id":"2605.20456","last_updated":"2026-05-19T20:10:13Z","snapshot_observed_at":"2026-08-03T00:27:17.336240Z","submitted_at":"2026-05-19T20:10:13Z","title":"Agentic Agile-V: From Vibe Coding to Verified Engineering in Software and Hardware Development","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-21T06:51:24.566343Z"},"links":{"cited_paper":"/paper/2505.21577","citing_paper":"/paper/2605.20456"},"observation_digest":"sha256:5672b12489849669de1fda8fb55cb2832b58fe8d0564b2e26e80f68b5b3e3695","observation_id":"9098690f-974f-4cdb-b92f-5dafe94377c8","resolution":{"observed_at":"2026-05-21T06:54:01.122730Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.21577","snapshot_observed_at":"2026-07-31T07:38:10.291056Z","title":"arXiv:2505.21577","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28430","last_updated":"2026-07-30T16:07:32Z","snapshot_observed_at":"2026-08-06T21:05:53.103649Z","submitted_at":"2026-07-30T16:07:32Z","title":"AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-31T07:38:10.291056Z"},"links":{"cited_paper":"/paper/2505.21577","citing_paper":"/paper/2607.28430"},"observation_digest":"sha256:0711c34dfd8e0c7c19c7b430536307bc419192617fd1d88bb098b63c30869b5f","observation_id":"4066471e-003b-4a60-83ee-349f9eba38f8","resolution":{"observed_at":"2026-07-31T07:38:10.291056Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2505.21577/citation-record","integrity":"/paper/2505.21577/integrity","json":"/paper/2505.21577/citation-record.json","paper":"/paper/2505.21577"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:14.653764Z","title":"Tool learning with large language models: A survey","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:14.653764Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:269790784c8d8659a7c9149cfb8e5559bdf83ac5769163bb8753fd83712161f2","observation_id":"599c5b4d-41af-4e34-8c9e-273757397f3a","resolution":{"observed_at":"2026-08-07T13:53:14.653764Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.15452","last_updated":"2024-03-18T17:20:07Z","snapshot_observed_at":"2026-08-09T06:33:24.071668Z","submitted_at":"2024-03-18T17:20:07Z","title":"What Are Tools Anyway? A Survey from the Language Model Perspective","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.15452","snapshot_observed_at":"2026-08-07T13:53:14.720934Z","title":"What are tools anyway? a survey from the language model perspective","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:14.720934Z"},"links":{"cited_paper":"/paper/2403.15452","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:f99a624cea3640e8fdeab8428bd83a5473e8144fa25dfafb52a176715bd1169e","observation_id":"a6f10f9a-ee86-490a-8d4b-ad60cb175560","resolution":{"observed_at":"2026-08-07T13:53:14.720934Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.12869","last_updated":"2024-01-23T16:03:17Z","snapshot_observed_at":"2026-08-06T14:09:32.588918Z","submitted_at":"2024-01-23T16:03:17Z","title":"TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.12869","snapshot_observed_at":"2026-08-07T13:53:14.789274Z","title":"Trove: Inducing verifiable and efficient toolboxes for solving programmatic tasks","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:14.789274Z"},"links":{"cited_paper":"/paper/2401.12869","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:aeba387b835bb72b6d5dda1c32a37a78358484af5a9f0b54156995cd86fd0f5f","observation_id":"cfd8fb98-1c71-4943-bef3-b172ea6dba79","resolution":{"observed_at":"2026-08-07T13:53:14.789274Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.17126","last_updated":"2024-03-11T01:15:09Z","snapshot_observed_at":"2026-08-08T08:24:10.267770Z","submitted_at":"2023-05-26T17:50:11Z","title":"Large Language Models as Tool Makers","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.17126","snapshot_observed_at":"2026-08-07T13:53:14.855031Z","title":"Large language models as tool makers","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:14.855031Z"},"links":{"cited_paper":"/paper/2305.17126","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:efdb7b158d018f32707716148686752d997f3ffd2d8227f2f0a7d0a9a5c5358c","observation_id":"c53d35a8-a4b2-413e-863f-abffe14a66b6","resolution":{"observed_at":"2026-08-07T13:53:14.855031Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:15.042480Z","title":"React: Synergizing reasoning and acting in language models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:15.042480Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:4df64a373bf8f01a4ca47f8c5022f7de23b485f01779efeb927d0c7942d9d078","observation_id":"19fa8b17-2fb8-4230-868e-5e64b2ed716f","resolution":{"observed_at":"2026-08-07T13:53:15.042480Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.15305","last_updated":"2025-08-04T08:15:22Z","snapshot_observed_at":"2026-08-02T03:04:05.845851Z","submitted_at":"2024-12-19T12:31:22Z","title":"Tree-of-Code: A Tree-Structured Exploring Framework for End-to-End Code Generation and Execution in Complex Task Handling","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.15305","snapshot_observed_at":"2026-08-07T13:53:15.178262Z","title":"Tree-of-code: A tree- structured exploring framework for end-to-end code generation and execution in complex task handling","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:15.178262Z"},"links":{"cited_paper":"/paper/2412.15305","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:d5c80b1b0ce72adaa0807761e67638fe55ab406a866d435062eb976e042fb656","observation_id":"0a7ac792-b97d-4aa7-9fdf-b9f0cee47a96","resolution":{"observed_at":"2026-08-07T13:53:15.178262Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.16048","last_updated":"2024-12-12T12:01:43Z","snapshot_observed_at":"2026-08-08T02:22:49.001100Z","submitted_at":"2024-02-25T10:13:04Z","title":"How Likely Do LLMs with CoT Mimic Human Reasoning?","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.16048","snapshot_observed_at":"2026-08-07T13:53:15.251986Z","title":"Llms with chain-of-thought are non-causal reasoners","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:15.251986Z"},"links":{"cited_paper":"/paper/2402.16048","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:b9ee4f7b2af7b4372aa4c7546f61522e476a2687482163e6b31fd4f8d2fe2ae1","observation_id":"2ba84666-6243-4be3-9f1f-4143ddff12eb","resolution":{"observed_at":"2026-08-07T13:53:15.251986Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.06682","last_updated":"2024-10-16T23:19:46Z","snapshot_observed_at":"2026-08-09T03:34:21.327905Z","submitted_at":"2024-05-05T18:56:46Z","title":"Self-Reflection in LLM Agents: Effects on Problem-Solving Performance","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.06682","snapshot_observed_at":"2026-08-07T13:53:15.395304Z","title":"Self-reflection in llm agents: Effects on problem-solving performance","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:15.395304Z"},"links":{"cited_paper":"/paper/2405.06682","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:a944be599adc5714834758b44db86981f14f95809424306fa662ecc96624ab84","observation_id":"4111d933-eee4-463c-9fde-d98496a969b3","resolution":{"observed_at":"2026-08-07T13:53:15.395304Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:15.534385Z","title":"Executable code actions elicit better llm agents","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:15.534385Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:3223ad0a1c7cec61806a35eddf972f1e6f100ab897016b42df953a327b4be199","observation_id":"b57648a1-7f8c-426f-9e0f-9674d3337de6","resolution":{"observed_at":"2026-08-07T13:53:15.534385Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.07339","last_updated":"2024-08-09T06:16:55Z","snapshot_observed_at":"2026-07-06T17:15:22.551637Z","submitted_at":"2024-01-14T18:12:03Z","title":"CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.07339","snapshot_observed_at":"2026-08-07T13:53:15.627606Z","title":"Codeagent: Enhancing code generation with tool-integrated agent systems for real-world repo-level coding challenges","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:15.627606Z"},"links":{"cited_paper":"/paper/2401.07339","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:9ed7a4a5f71a4fbd6d6d9728c865bf0330924570f06f2b1c01d7a3a191ec0901","observation_id":"9c5b377f-4831-4a1d-8c70-c55968157542","resolution":{"observed_at":"2026-08-07T13:53:15.627606Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.01848","last_updated":"2025-04-07T12:15:49Z","snapshot_observed_at":"2026-07-06T21:03:06.857885Z","submitted_at":"2025-04-02T15:55:24Z","title":"PaperBench: Evaluating AI's Ability to Replicate AI Research","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.01848","snapshot_observed_at":"2026-08-07T13:53:15.708475Z","title":"Paperbench: Evaluating ai’s ability to replicate ai research","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:15.708475Z"},"links":{"cited_paper":"/paper/2504.01848","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:a6b5233cd2e79f136326199c08a4aa1562a481bacc38e0e89490fbe4612f1f0f","observation_id":"ab85ead2-799f-46a7-861c-dd564d46feb3","resolution":{"observed_at":"2026-08-07T13:53:15.708475Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2107.03374","last_updated":"2021-07-14T17:16:02Z","snapshot_observed_at":"2026-08-08T11:58:24.516369Z","submitted_at":"2021-07-07T17:41:24Z","title":"Evaluating Large Language Models Trained on Code","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2107.03374","snapshot_observed_at":"2026-08-07T13:53:15.768158Z","title":"Evaluating large language models trained on code","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:15.768158Z"},"links":{"cited_paper":"/paper/2107.03374","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:b802803c53ece9ff7b7f689d900fba542af7808e0485c21a1224319c9daa5430","observation_id":"0f90bc3b-25a7-4488-aa5a-4bbc351656d7","resolution":{"observed_at":"2026-08-07T13:53:15.768158Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:15.842025Z","title":"Competition-level code generation with alphacode","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:15.842025Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:0bfe91e850384bf699d60d763cd658a493079d99bc83bdedb670464f7e37e044","observation_id":"5da8e89c-20cd-4fb7-973a-8b25c1faac1f","resolution":{"observed_at":"2026-08-07T13:53:15.842025Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:15.930498Z","title":"Swe-agent: Agent-computer interfaces enable automated software engineering","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:15.930498Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:d5bac86d92f764b2b61ebbd51851417d7053e6cbf4c3ab499991a1bc8b8d7009","observation_id":"e2c34646-7c96-443e-a9f0-348384fb8303","resolution":{"observed_at":"2026-08-07T13:53:15.930498Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.03302","last_updated":"2024-04-14T21:02:16Z","snapshot_observed_at":"2026-08-03T01:30:37.931398Z","submitted_at":"2023-10-05T04:06:12Z","title":"MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.03302","snapshot_observed_at":"2026-08-07T13:53:16.028495Z","title":"Mlagentbench: Evaluating language agents on machine learning experimentation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:16.028495Z"},"links":{"cited_paper":"/paper/2310.03302","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:aed01a7cd9cd4eaf25370167d8475fc627abb4148344e14ab63cdc36f833537d","observation_id":"36be6c58-142b-41d6-af9d-7998f68f4ee6","resolution":{"observed_at":"2026-08-07T13:53:16.028495Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.07095","last_updated":"2025-02-26T11:57:30Z","snapshot_observed_at":"2026-08-06T21:08:58.653035Z","submitted_at":"2024-10-09T17:34:27Z","title":"MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.07095","snapshot_observed_at":"2026-08-07T13:53:16.130724Z","title":"Mle-bench: Evaluating machine learning agents on machine learning engineering","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:16.130724Z"},"links":{"cited_paper":"/paper/2410.07095","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:bead7f6d8c75836e4f7744fc34cf2ddfb5e83cc5ec58aee22ac3ae63eb3c9bdf","observation_id":"db9ab53c-6279-496e-9327-d61a9c33d19d","resolution":{"observed_at":"2026-08-07T13:53:16.130724Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.17294","last_updated":"2025-06-10T01:13:55Z","snapshot_observed_at":"2026-08-04T06:56:16.445406Z","submitted_at":"2023-12-28T15:47:30Z","title":"Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.17294","snapshot_observed_at":"2026-08-07T13:53:16.185941Z","title":"Gitagent: facilitating autonomous agent with github by tool extension","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:16.185941Z"},"links":{"cited_paper":"/paper/2312.17294","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:40f9496862536202b5e420de00e8cc3e898ede8ba4e5ba226150a892447a5521","observation_id":"8f2b80e0-1b8f-476a-9280-b2d08fd68f0d","resolution":{"observed_at":"2026-08-07T13:53:16.185941Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.09835","last_updated":"2024-08-21T13:36:30Z","snapshot_observed_at":"2026-07-06T16:48:33.164024Z","submitted_at":"2023-11-16T12:03:21Z","title":"ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.09835","snapshot_observed_at":"2026-08-07T13:53:16.268485Z","title":"Ml-bench: Evaluating large language models and agents for machine learning tasks on repository-level code","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:16.268485Z"},"links":{"cited_paper":"/paper/2311.09835","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:456e9c3aea023e8d082d78cd4a7d5d5662fa1687e54e4460093ba19da15aa2f7","observation_id":"3308b1be-fe72-42e4-a9a4-f700438c81a8","resolution":{"observed_at":"2026-08-07T13:53:16.268485Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:32.127083Z","title":"Devbench: A comprehensive benchmark for software development","venue":null,"work_id":"7f66a72c-43d7-49a9-8b3c-34333495ef53","year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:16.359026Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:8b455fe3caae2c417ee34dedd2b002964ce55509c905887e8999c7ba5cc77ce0","observation_id":"9cd773fc-43a2-4405-96b3-1625c2b3e608","resolution":{"observed_at":"2026-08-07T13:53:32.217529Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.00352","last_updated":"2024-11-01T14:36:52Z","snapshot_observed_at":"2026-07-06T16:01:07.532053Z","submitted_at":"2023-08-01T07:49:10Z","title":"MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework","version":7},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.00352","snapshot_observed_at":"2026-08-07T13:53:16.426458Z","title":"Metagpt: Meta programming for multi-agent collaborative framework","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:16.426458Z"},"links":{"cited_paper":"/paper/2308.00352","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:04b3c5622afe96fb52eb9a46cc7798cb44c381bd4e9f68943bd0a322d2636e1d","observation_id":"ce6c255e-4b4e-4f9e-b580-8bd3967d8f87","resolution":{"observed_at":"2026-08-07T13:53:16.426458Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2308.08155","last_updated":"2023-10-03T20:47:10Z","snapshot_observed_at":"2026-08-08T22:28:26.004138Z","submitted_at":"2023-08-16T05:57:52Z","title":"AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.08155","snapshot_observed_at":"2026-08-07T13:53:16.489035Z","title":"Autogen: Enabling next-gen llm applications via multi-agent conversation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:16.489035Z"},"links":{"cited_paper":"/paper/2308.08155","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:b8a8a61dfd42b5e4c8747e803cf491fcd362dac046231d50ca5ca0c046385514","observation_id":"2acdbc51-6826-4c87-9b82-1dc4617fe91b","resolution":{"observed_at":"2026-08-07T13:53:16.489035Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.06770","last_updated":"2024-11-11T23:05:04Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-10-10T16:47:29Z","title":"SWE-bench: Can Language Models Resolve Real-World GitHub Issues?","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.06770","snapshot_observed_at":"2026-08-07T13:53:16.643440Z","title":"Swe-bench: Can language models resolve real-world github issues? arXiv preprint arXiv:2310.06770, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:16.643440Z"},"links":{"cited_paper":"/paper/2310.06770","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:d622e5e899dc1b1ec912aa7279c58a08fce04a8f7f08fd2652141c813aad52cc","observation_id":"8d8fbceb-e4e7-4c8e-acca-516b36a560d4","resolution":{"observed_at":"2026-08-07T13:53:16.643440Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:16.717080Z","title":"Openhands: An open platform for ai software developers as generalist agents","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:16.717080Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:5fe4950c8bfa9a211e0f14260f5d2a7961929f87b05b0007eb54217ada384906","observation_id":"4b2474c5-52a8-43a0-bebc-b35f52b0a30e","resolution":{"observed_at":"2026-08-07T13:53:16.717080Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.13138","last_updated":"2025-02-18T18:57:21Z","snapshot_observed_at":"2026-08-05T07:03:00.655237Z","submitted_at":"2025-02-18T18:57:21Z","title":"AIDE: AI-Driven Exploration in the Space of Code","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.13138","snapshot_observed_at":"2026-08-07T13:53:16.777540Z","title":"Aide: Ai-driven exploration in the space of code","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:16.777540Z"},"links":{"cited_paper":"/paper/2502.13138","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:bf9e14a69f584e806f127906684c83f62bda834f3d2c9704d65b202d1f9848ec","observation_id":"7a9981b7-a1f6-4e38-9aca-294edc7fbd50","resolution":{"observed_at":"2026-08-07T13:53:16.777540Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:29.732702Z","title":"https://anonymous.4open.science/r/ GitTaskBench-EE47/","venue":null,"work_id":"08a73354-817c-4385-aa49-98ab99392a77","year":2025},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:16.917131Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:7fcc7156061e7a33ba6771efb9d525b0a4626be5be84bdb49fa54df8d425935a","observation_id":"569e54e3-1cfe-4c8e-80dc-256549f5af53","resolution":{"observed_at":"2026-08-07T13:53:31.986554Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2308.12950","last_updated":"2024-01-31T19:47:26Z","snapshot_observed_at":"2026-07-06T16:10:07.931347Z","submitted_at":"2023-08-24T17:39:13Z","title":"Code Llama: Open Foundation Models for Code","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2308.12950","snapshot_observed_at":"2026-08-07T13:53:17.074146Z","title":"Code llama: Open foundation models for code","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:17.074146Z"},"links":{"cited_paper":"/paper/2308.12950","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:45fb1bdf9023c56a26dabad051ca9819f840d53eaf494a9a3b7f98889859975e","observation_id":"5e625c94-17ea-44c1-914e-6a07b5968829","resolution":{"observed_at":"2026-08-07T13:53:17.074146Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.06161","last_updated":"2023-12-13T14:44:10Z","snapshot_observed_at":"2026-07-06T15:25:35.930688Z","submitted_at":"2023-05-09T08:16:42Z","title":"StarCoder: may the source be with you!","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.06161","snapshot_observed_at":"2026-08-07T13:53:17.165153Z","title":"Starcoder: may the source be with you! CoRR, abs/2305.06161, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:17.165153Z"},"links":{"cited_paper":"/paper/2305.06161","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:db31eca6dee897aa0078a8847edc90b5b43cb2fb9c0e2b17c5fa2cd3f2dfd927","observation_id":"7bc71e22-2a79-45e0-92ab-a25df8bc2e29","resolution":{"observed_at":"2026-08-07T13:53:17.165153Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-07T13:53:17.318198Z","title":"Gpt-4 technical report","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:17.318198Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:8f95063db5e9dc3cd54efc5bd4f35946b6261c15a3ef2bf45af93a0db09b9deb","observation_id":"cae7ef26-21d4-4893-8f6c-e9b0d1861431","resolution":{"observed_at":"2026-08-07T13:53:17.318198Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.11805","last_updated":"2025-05-09T21:04:06Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-12-19T02:39:27Z","title":"Gemini: A Family of Highly Capable Multimodal Models","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.11805","snapshot_observed_at":"2026-08-07T13:53:17.430046Z","title":"Gemini: a family of highly capable multimodal models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:17.430046Z"},"links":{"cited_paper":"/paper/2312.11805","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:b39923b8b8dd267f3a15348e1facb4cd966818a1d275b424ab9d5c7210e270ed","observation_id":"92e5ffa5-5c48-402b-b3f4-b164fbd3ba5b","resolution":{"observed_at":"2026-08-07T13:53:17.430046Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:28.950002Z","title":"Introducing claude","venue":null,"work_id":"aa708ca4-7923-4f47-adc4-faf55371328b","year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:17.518586Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:f274a248e5167406494b5210c92d4ae982d424a1b3ed16616c3e08461dda453a","observation_id":"bce3c094-37ba-4925-a3c0-ed211dba489e","resolution":{"observed_at":"2026-08-07T13:53:29.091569Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.13971","last_updated":"2023-02-27T17:11:15Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-02-27T17:11:15Z","title":"LLaMA: Open and Efficient Foundation Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.13971","snapshot_observed_at":"2026-08-07T13:53:17.562978Z","title":"Llama: Open and efficient foundation language models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:17.562978Z"},"links":{"cited_paper":"/paper/2302.13971","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:6a7ab67bdc9eaabb66ea80e343001b2e7a499b184b8be698272f6609980573ee","observation_id":"1ed5d376-635a-4313-9722-8369613769ce","resolution":{"observed_at":"2026-08-07T13:53:17.562978Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.16609","last_updated":"2023-09-28T17:07:49Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-09-28T17:07:49Z","title":"Qwen Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.16609","snapshot_observed_at":"2026-08-07T13:53:17.703321Z","title":"Qwen technical report","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:17.703321Z"},"links":{"cited_paper":"/paper/2309.16609","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:91c3f4d144cb4b595339f653517db58e9b6413fbefe5785c0f77288749b2cf2e","observation_id":"47bb47e8-b418-4f3b-b03b-800d360a0897","resolution":{"observed_at":"2026-08-07T13:53:17.703321Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.04088","last_updated":"2024-01-08T18:47:34Z","snapshot_observed_at":"2026-08-08T06:16:25.839566Z","submitted_at":"2024-01-08T18:47:34Z","title":"Mixtral of Experts","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.04088","snapshot_observed_at":"2026-08-07T13:53:17.832299Z","title":"Mixtral of experts","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:17.832299Z"},"links":{"cited_paper":"/paper/2401.04088","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:9a663bf6cced4f77fa57e3522f83444770718b76eb893bc434916c4baeeef532","observation_id":"f28a3376-8621-4885-b9cd-320774c97f49","resolution":{"observed_at":"2026-08-07T13:53:17.832299Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.11931","last_updated":"2024-06-17T13:51:35Z","snapshot_observed_at":"2026-08-07T06:30:25.302107Z","submitted_at":"2024-06-17T13:51:35Z","title":"DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.11931","snapshot_observed_at":"2026-08-07T13:53:17.928840Z","title":"Deepseek-coder-v2: Breaking the barrier of closed-source models in code intelligence","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:17.928840Z"},"links":{"cited_paper":"/paper/2406.11931","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:b884187bee063bd4824319e88fa47d69ed0a19ab109d20b7584adfc45920afae","observation_id":"7ec8457d-422a-4ca0-8f0c-c8833b6b0f09","resolution":{"observed_at":"2026-08-07T13:53:17.928840Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.12570","last_updated":"2023-10-20T15:21:51Z","snapshot_observed_at":"2026-07-06T15:06:41.938212Z","submitted_at":"2023-03-22T13:54:46Z","title":"RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.12570","snapshot_observed_at":"2026-08-07T13:53:18.063173Z","title":"Repocoder: Repository-level code completion through iterative retrieval and generation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:18.063173Z"},"links":{"cited_paper":"/paper/2303.12570","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:2d0926fee88686f73cba7ef452a7bb92368203fb9b392d3dbcf0ba467186b6ca","observation_id":"5f92527c-4be2-49cd-844c-ee2297af5330","resolution":{"observed_at":"2026-08-07T13:53:18.063173Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.12450","last_updated":"2024-09-23T19:57:18Z","snapshot_observed_at":"2026-08-06T08:23:35.517852Z","submitted_at":"2023-12-11T02:27:45Z","title":"Can It Edit? Evaluating the Ability of Large Language Models to Follow Code Editing Instructions","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.12450","snapshot_observed_at":"2026-08-07T13:53:18.139555Z","title":"Can it edit? evaluating the ability of large language models to follow code editing instructions","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:18.139555Z"},"links":{"cited_paper":"/paper/2312.12450","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:ab292a3794b755093f5f57e29c99c3ce0ae4787747a9d63ad3175957c6c21326","observation_id":"0a1d962b-9c27-44c4-beec-37f3bed7eddc","resolution":{"observed_at":"2026-08-07T13:53:18.139555Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.04621","last_updated":"2024-06-06T06:10:00Z","snapshot_observed_at":"2026-08-09T03:52:31.887865Z","submitted_at":"2024-01-09T15:46:38Z","title":"DebugBench: Evaluating Debugging Capability of Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.04621","snapshot_observed_at":"2026-08-07T13:53:18.218061Z","title":"Debugbench: Evaluating debugging capability of large language models","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:18.218061Z"},"links":{"cited_paper":"/paper/2401.04621","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:a7a75b7001b55b60342fbe9d56f49920633288e5cc9b385239e620360d2ddce6","observation_id":"ac18ea9f-9798-4325-9264-acea35054818","resolution":{"observed_at":"2026-08-07T13:53:18.218061Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:28.669781Z","title":"Tool learning with foundation models","venue":null,"work_id":"23ad3273-cd7f-484f-88fb-1c2b25129877","year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:18.283827Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:cfce48710879eec0e979fa1256e07adde64a8f42c9dd7d512ebce56c6054473c","observation_id":"4a6d9a88-7e43-42fb-87ff-9eeb322c8700","resolution":{"observed_at":"2026-08-07T13:53:28.801664Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:18.390274Z","title":"Toolkengpt: Augmenting frozen language models with massive tools via tool embeddings","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:18.390274Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:b8a80a0b7b8afd32137dea00fb66def74c5976adb6533967921556d1b96fe01d","observation_id":"324f60f3-c588-4752-9c61-b7f54bf0fc09","resolution":{"observed_at":"2026-08-07T13:53:18.390274Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:18.496459Z","title":"Where are large language models for code generation on github? arXiv preprint arXiv:2406.19544, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:18.496459Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:671d33b4ad6f71649214e581d5bd2b4bcd7b69c94c54e742663a1b165afd3e8d","observation_id":"a3fe327b-5c8a-49be-91e1-314ce1d6ca43","resolution":{"observed_at":"2026-08-07T13:53:18.496459Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2304.08244","last_updated":"2023-10-25T06:54:12Z","snapshot_observed_at":"2026-08-02T00:07:12.855748Z","submitted_at":"2023-04-14T14:05:32Z","title":"API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2304.08244","snapshot_observed_at":"2026-08-07T13:53:18.595877Z","title":"Api-bank: A comprehensive benchmark for tool-augmented llms","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:18.595877Z"},"links":{"cited_paper":"/paper/2304.08244","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:533b38c61a0e9a742c7994f17406aab37aa54208d737358c101a265478ebe0c4","observation_id":"ba463c84-86c6-460f-8cd0-b4124e2350f5","resolution":{"observed_at":"2026-08-07T13:53:18.595877Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.00741","last_updated":"2024-12-05T07:05:59Z","snapshot_observed_at":"2026-08-02T12:30:41.516928Z","submitted_at":"2024-01-01T12:49:36Z","title":"ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.00741","snapshot_observed_at":"2026-08-07T13:53:18.664602Z","title":"Tooleyes: fine-grained evaluation for tool learning capabilities of large language models in real-world scenarios","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:18.664602Z"},"links":{"cited_paper":"/paper/2401.00741","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:b67fefea1e259eb017d5109c3aa64be34150433637771e1f123c23fc4efd8218","observation_id":"7c537a96-3284-4682-9589-d888e1d1cca0","resolution":{"observed_at":"2026-08-07T13:53:18.664602Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.16789","last_updated":"2023-10-03T14:45:48Z","snapshot_observed_at":"2026-07-06T16:00:46.542753Z","submitted_at":"2023-07-31T15:56:53Z","title":"ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.16789","snapshot_observed_at":"2026-08-07T13:53:18.754007Z","title":"Toolllm: Facilitating large language models to master 16000+ real-world apis","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:18.754007Z"},"links":{"cited_paper":"/paper/2307.16789","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:9aca1bc5fa448ff982f128f9b5a2a4e28e8b421ee9e6a9a7ecdf1fced31a732f","observation_id":"75f65f0a-e070-4eb0-8f62-76e5636e6bf9","resolution":{"observed_at":"2026-08-07T13:53:18.754007Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:28.243097Z","title":"Microservice APIs: Using Python, Flask, FastAPI, OpenAPI and More","venue":null,"work_id":"59c60c56-abde-4467-8e78-26332f592048","year":2023},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:18.842652Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:655261a34543a849047f82496313fb138ac1a6f2d18ddfa9556f49c62a230818","observation_id":"aace1c29-4fc6-421b-8bb8-a6c71f456b1d","resolution":{"observed_at":"2026-08-07T13:53:28.437229Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:27.852925Z","title":"https://modelcontextprotocol.io/ introduction","venue":null,"work_id":"c9829555-acc2-4e3f-abdb-a1cd2825db11","year":2025},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:18.908169Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:bb8b2b4aab47b77222d0712c9cf9e10e88918b5696debbd6b8e4c803996b1920","observation_id":"ba5a4bd3-e967-4eeb-80be-24d8b3e0ab75","resolution":{"observed_at":"2026-08-07T13:53:28.021499Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.16667","last_updated":"2024-02-26T15:39:52Z","snapshot_observed_at":"2026-07-31T11:42:31.804160Z","submitted_at":"2024-02-26T15:39:52Z","title":"RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.16667","snapshot_observed_at":"2026-08-07T13:53:19.064877Z","title":"Repoagent: An llm-powered open-source framework for repository-level code documentation generation","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:19.064877Z"},"links":{"cited_paper":"/paper/2402.16667","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:518542803a633164e1d9e739adb4581a87ec0ab93bf2d382e3460cb740409a61","observation_id":"03718163-162b-4735-8f82-27b903f434c8","resolution":{"observed_at":"2026-08-07T13:53:19.064877Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:27.433366Z","title":"https://aider.chat/","venue":null,"work_id":"ad79e0b5-98a0-4fa8-8336-e8c192fd436c","year":2025},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:19.198344Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:2546ac28f613f90a13c7e790e6fc26d1cdda34aa34dd25265516ac85ce9f06cb","observation_id":"00f76576-b36d-40d8-9ec8-bbd7e2b619b1","resolution":{"observed_at":"2026-08-07T13:53:27.675553Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:27.144875Z","title":"https://github.com/features/copilot","venue":null,"work_id":"c822177a-52ae-4cac-b74f-c72d6e4d7bd3","year":2025},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:19.365125Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:5034deb05b05e7a53aab78f9dacbeb9d3b13871dc490dfcbf5e44deb02e22bcf","observation_id":"230da6ec-e7ca-4747-bb21-a406cf0b472a","resolution":{"observed_at":"2026-08-07T13:53:27.299517Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:26.836176Z","title":"https://www.cursor.com/en","venue":null,"work_id":"960c181d-5062-4ce9-9fbd-1392827bf7a9","year":2025},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:19.458376Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:08cd9c159437215fc2e1ffda02a02b117e8f1fa77b55d0f674443ec5a917d675","observation_id":"2f101a70-a93c-4e83-a5d5-b78055dd8e61","resolution":{"observed_at":"2026-08-07T13:53:26.965868Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:26.615261Z","title":"A novel neural source code representation based on abstract syntax tree","venue":null,"work_id":"a818a2aa-7e9b-479a-99cc-63e6c247462c","year":2019},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:19.550291Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:910ed42234b6bdeddb185565d3f7167d7a2050e22eb8be32f267fe5763fdfce7","observation_id":"db181c58-9c07-464b-9d58-8463828a779d","resolution":{"observed_at":"2026-08-07T13:53:26.722909Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:26.331922Z","title":"The pagerank citation ranking: Bringing order to the web","venue":null,"work_id":"d91132de-704b-4b59-a3a3-70b5b8c0c069","year":1999},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:19.695952Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:8f6d2e6ac2805e7171c94df9e34db90fa1f5346800bf65c3daf65c74e1256700","observation_id":"8399a674-de8b-4dc3-a83e-884fb5680c50","resolution":{"observed_at":"2026-08-07T13:53:26.449465Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:25.965488Z","title":"Hello gpt-4o","venue":null,"work_id":"1ef692ab-d91f-441b-9481-aad8d0edd9c8","year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:19.759692Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:0e1144c309cb77e317cbfc526f3aa36f354d3124d3e21f66f791be2fd3277dc7","observation_id":"daa20026-98c8-48f5-a307-58f0c3c64dc4","resolution":{"observed_at":"2026-08-07T13:53:26.137431Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:19.846187Z","title":"The claude 3 model family: Opus, sonnet, haiku","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:19.846187Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:b092932151ee8af5ab9a9fef7109888fe48c9a2c66d3cca8464f2f045f05886c","observation_id":"76580ba9-f445-4406-9339-6dc148e59e3a","resolution":{"observed_at":"2026-08-07T13:53:19.846187Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.19437","last_updated":"2025-02-18T17:26:38Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-12-27T04:03:16Z","title":"DeepSeek-V3 Technical Report","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.19437","snapshot_observed_at":"2026-08-07T13:53:19.895599Z","title":"Deepseek-v3 technical report","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:19.895599Z"},"links":{"cited_paper":"/paper/2412.19437","citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:54a8b50de8dc5b1f8696f05953694922fc12f54bf673cfbe655d720e62669035","observation_id":"d54cbcc4-2901-4fe6-a93a-515cd59c7f8d","resolution":{"observed_at":"2026-08-07T13:53:19.895599Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:25.692491Z","title":null,"venue":null,"work_id":"011a6c65-4728-4643-be00-969f8a639416","year":null},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:19.977329Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:65306ff24b6470be6a3d2d2275082f2507b3e9c4d43fb946271a6b6670bb2ac2","observation_id":"b3b0cf26-7c24-4fe2-ac93-46b72c39a7eb","resolution":{"observed_at":"2026-08-07T13:53:25.821120Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:25.519869Z","title":null,"venue":null,"work_id":"81c4d4d6-86c4-445e-bced-adb1dfd8975d","year":null},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.044626Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:20655d224e7e234ece4b7c70d336ac4df8cdee4287229eaec21b9a78fd7b37b3","observation_id":"82c253d5-4d28-4b78-96e6-f7920f5eee53","resolution":{"observed_at":"2026-08-07T13:53:25.585504Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:25.299135Z","title":null,"venue":null,"work_id":"4f2e5474-714b-443e-b37d-39695bd24582","year":null},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.115720Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:2b134b2a36a75215f410da7c4e0dbb6392a49adf1767796c108faa2a4821785e","observation_id":"e8bed63e-2add-4159-a982-d2e42c86b7e5","resolution":{"observed_at":"2026-08-07T13:53:25.435443Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:25.096302Z","title":null,"venue":null,"work_id":"7c15fc00-ab2e-44df-ae0e-87baa5df3aa8","year":null},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.176062Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:adc14d6303b1aba14ee479672282905dd952512bb66dfb26437d8a50d42a563f","observation_id":"266f8c32-b80e-40cb-8910-67111eb03cf6","resolution":{"observed_at":"2026-08-07T13:53:25.191123Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:24.906781Z","title":null,"venue":null,"work_id":"ba33412f-4327-47fa-821b-e39f8db1fb02","year":null},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.257276Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:3457f00f5fc08a41da3c2ec9a3b9f8781a6f31855e1b875e4aebef56b548b4ad","observation_id":"ec584a6c-9852-4c04-9ca4-c68ced5d4dea","resolution":{"observed_at":"2026-08-07T13:53:24.994713Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:24.706274Z","title":null,"venue":null,"work_id":"14a61369-981f-4947-b9d6-dd5566ad4ce6","year":null},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.326531Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:17e17bcdfcfedb9222dbf81cf2c6f63d4d1d09362ffbaca436048b33abe9466a","observation_id":"17cee2e8-faa6-4c5e-a603-cb861a7908aa","resolution":{"observed_at":"2026-08-07T13:53:24.827246Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:24.374281Z","title":"aptos2019-blindness-detection","venue":null,"work_id":"6c44521e-4c84-49a7-8467-3aa630cd4050","year":2019},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.401208Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:f9cf9ef14a1d5f97f26c66a11fb018365e446042c2294afe3edde4fc75da18c9","observation_id":"d45b67b1-e79e-4e75-b07e-9ed370dca3b9","resolution":{"observed_at":"2026-08-07T13:53:24.519899Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:24.076998Z","title":"[Performance]: No specific performance metrics mentioned","venue":null,"work_id":"c0324de7-2ef9-49b2-9a97-6194bd266a63","year":2019},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.470636Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:ded88018f0002a1ad6fd9244ce99c4995dcd27f6bdc1943cfeb04bf3725bb60d","observation_id":"d29f2d47-eca5-49b9-9390-faaba1df55ff","resolution":{"observed_at":"2026-08-07T13:53:24.215395Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:23.821815Z","title":"[Performance]: No specific performance metrics mentioned","venue":null,"work_id":"519a0acb-bb58-465e-9113-7a373118570b","year":2019},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.530894Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:a51a7befa5c626f39f270903f3cbd52fca7b72f3035cf584b15c2531b948a0fc","observation_id":"5b63b311-c10b-4031-9010-7e755ffd63ae","resolution":{"observed_at":"2026-08-07T13:53:23.947135Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:23.645479Z","title":"[Performance]: No specific performance metrics mentioned","venue":null,"work_id":"404a1b75-4126-49dd-ae08-f813708d79c0","year":2019},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.587440Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:871070d9db1eec59c683a0c7cb6e8fa223513696674dfec7ed3503b705f03cd6","observation_id":"3c64e28d-4dd5-4c8f-9de4-7a4c0a957f9c","resolution":{"observed_at":"2026-08-07T13:53:23.719403Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:23.440614Z","title":"16 [Performance]: Achieved a kappa metric of 0.904 on a test set","venue":null,"work_id":"7f2c527f-5733-4bb0-9519-623885645b9d","year":2019},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.638163Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:bd495cfc9079db5800682c9573432fdef4042577bccc6f6cb40cd0dd80eb3990","observation_id":"2b2c8c8e-79b3-48b5-9072-36a0561c8712","resolution":{"observed_at":"2026-08-07T13:53:23.563942Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:23.078631Z","title":"repositories","venue":null,"work_id":"cc8913d9-c09a-4578-881c-2cd769bd2b23","year":2019},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.702776Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:f8a3f5dea0cb2b0d30815fbc9a46ea4920b8dbb9d59a6427f2033549e236467e","observation_id":"59e9dd62-91ec-4ff5-a451-b85902340163","resolution":{"observed_at":"2026-08-07T13:53:23.220698Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:22.738181Z","title":null,"venue":null,"work_id":"61a342a4-ca8e-4c2e-973c-b042695c98e7","year":null},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.755565Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:35175ad4384566e834cc1c1296f0b381d9eb45f2cd2de1a81c201b1e005e49eb","observation_id":"40dff4b8-8b35-48b8-a7bf-994356debd57","resolution":{"observed_at":"2026-08-07T13:53:22.888328Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:22.481856Z","title":null,"venue":null,"work_id":"f4ebe2fc-609f-414b-a7cc-c161205b1c73","year":null},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.819945Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:1c0be656156e0934bb6a6563e2b7140f9d17e40f05be551981f393177e550777","observation_id":"8ecfeb67-f0b0-4540-94f0-bf537aff1f68","resolution":{"observed_at":"2026-08-07T13:53:22.618041Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:22.265750Z","title":null,"venue":null,"work_id":"347a2c7d-5beb-4b93-9619-1f638d327ceb","year":null},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:20.894991Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:07104f9ab57f12f9491d01b59bc1a23292e7262d574376efbe69a0dda849b473","observation_id":"e5ce33a9-678e-4c5d-91b7-4c774ede45e9","resolution":{"observed_at":"2026-08-07T13:53:22.356115Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"1064.68701","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:53:21.353385Z","title":"/DeScratch/Global/detection.py","venue":null,"work_id":"033392ba-08fe-4ecc-86b5-067dbeda4d24","year":2013},"citing_paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving","version":3},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-07T13:53:21.002586Z"},"links":{"citing_paper":"/paper/2505.21577"},"observation_digest":"sha256:384c72649abcc125fcf09d5342c684a028361ac61475c567122d8b80dc7a60f4","observation_id":"99c89342-5046-41f9-af8d-6fc41edaa3d6","resolution":{"observed_at":"2026-08-07T13:53:21.426528Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2505.21577","last_updated":"2025-08-25T13:40:36Z","latest_version":3,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-07T21:51:23.441466Z","submitted_at":"2025-05-27T08:35:05Z","title":"RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving"},"reference_resolution":{"displayed":70,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":51,"verified_exact":1,"verified_fuzzy":18},"total_outbound_references":70},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 4 inbound Pith citation observations for arXiv:2505.21577."}