{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:MNJXN7JJX4YURQGCTQYW5CJ3XC","short_pith_number":"pith:MNJXN7JJ","canonical_record":{"source":{"id":"2602.14690","kind":"arxiv","version":5},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2026-02-16T12:24:28Z","cross_cats_sorted":[],"title_canon_sha256":"596f4ca1bb0f4e3bf5f9dab7552bbac99ced81ecb4f724f93d7d43ca69579748","abstract_canon_sha256":"d2871937985ba3628e523a16ba042b8f1984e6544916d99aa81a389b30ab55c2"},"schema_version":"1.0"},"canonical_sha256":"635376fd29bf3148c0c29c316e893bb88b7a55d5cee75c798384704895b0fab8","source":{"kind":"arxiv","id":"2602.14690","version":5},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.14690","created_at":"2026-07-02T00:18:27Z"},{"alias_kind":"arxiv_version","alias_value":"2602.14690v5","created_at":"2026-07-02T00:18:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.14690","created_at":"2026-07-02T00:18:27Z"},{"alias_kind":"pith_short_12","alias_value":"MNJXN7JJX4YU","created_at":"2026-07-02T00:18:27Z"},{"alias_kind":"pith_short_16","alias_value":"MNJXN7JJX4YURQGC","created_at":"2026-07-02T00:18:27Z"},{"alias_kind":"pith_short_8","alias_value":"MNJXN7JJ","created_at":"2026-07-02T00:18:27Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:MNJXN7JJX4YURQGCTQYW5CJ3XC","target":"record","payload":{"canonical_record":{"source":{"id":"2602.14690","kind":"arxiv","version":5},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2026-02-16T12:24:28Z","cross_cats_sorted":[],"title_canon_sha256":"596f4ca1bb0f4e3bf5f9dab7552bbac99ced81ecb4f724f93d7d43ca69579748","abstract_canon_sha256":"d2871937985ba3628e523a16ba042b8f1984e6544916d99aa81a389b30ab55c2"},"schema_version":"1.0"},"canonical_sha256":"635376fd29bf3148c0c29c316e893bb88b7a55d5cee75c798384704895b0fab8","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-02T00:18:27.226117Z","signature_b64":"QIczROzavfEeoIfedWVT4btBNOYi1akKJ19iv7ZepokaYUb1opgfVLkQWhLeBkgw/T52EXeGqrXZ0DQM+cGgCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"635376fd29bf3148c0c29c316e893bb88b7a55d5cee75c798384704895b0fab8","last_reissued_at":"2026-07-02T00:18:27.225537Z","signature_status":"signed_v1","first_computed_at":"2026-07-02T00:18:27.225537Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2602.14690","source_version":5,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-02T00:18:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Rlj7ZlMOxzQL+6uCpsn22691CE4qTiWFcgPk/dzKCWISxn9rcEindSDO5iCPdd49+RqTn3nksxSO8dH978dWBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-08T06:31:11.472528Z"},"content_sha256":"23dc1d30dbc5d9ed2cecd8e738db6ae19ef517837a70812750a0b01b0bc145e4","schema_version":"1.0","event_id":"sha256:23dc1d30dbc5d9ed2cecd8e738db6ae19ef517837a70812750a0b01b0bc145e4"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:MNJXN7JJX4YURQGCTQYW5CJ3XC","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Harness Engineering for Agentic AI Coding Tools: An Exploratory Study","license":"http://creativecommons.org/licenses/by/4.0/","headline":"Context files dominate how developers configure agentic AI coding tools, with AGENTS.md emerging as an interoperable standard.","cross_cats":[],"primary_cat":"cs.SE","authors_text":"Christoph Treude, Jai Lal Lulla, Matthias Galster, Muhammad Auwal Abubakar, Sebastian Baltes, Seyedmoein Mohsenimofidi","submitted_at":"2026-02-16T12:24:28Z","abstract_excerpt":"Agentic AI coding tools increasingly automate software development tasks. Developers can configure these tools through versioned repository-level artifacts such as Markdown and JSON files. We present a systematic analysis of configuration mechanisms for agentic AI coding tools, covering Claude Code, GitHub Copilot, Cursor, Gemini, and Codex. We identify eight configuration mechanisms spanning from static context to executable and external integrations and, in an empirical study of 2,853 GitHub repositories, examine whether and how they are adopted, with a detailed analysis of Context Files, Sk"},"claims":{"count":4,"items":[{"kind":"strongest_claim","text":"Context Files dominate the configuration landscape and are often the sole mechanism in a repository, with AGENTS.md emerging as an interoperable standard across tools.","source":"verdict.strongest_claim","status":"machine_extracted","claim_id":"C1","attestation":"unclaimed"},{"kind":"weakest_assumption","text":"The 2,853 GitHub repositories identified and analyzed are representative of broader developer practices and that the eight configuration mechanisms identified comprehensively capture how these tools are actually configured.","source":"verdict.weakest_assumption","status":"machine_extracted","claim_id":"C2","attestation":"unclaimed"},{"kind":"one_line_summary","text":"Developers overwhelmingly rely on simple static context files such as AGENTS.md to configure agentic AI coding tools, while advanced mechanisms like skills and subagents see very low adoption.","source":"verdict.one_line_summary","status":"machine_extracted","claim_id":"C3","attestation":"unclaimed"},{"kind":"headline","text":"Context files dominate how developers configure agentic AI coding tools, with AGENTS.md emerging as an interoperable standard.","source":"verdict.pith_extraction.headline","status":"machine_extracted","claim_id":"C4","attestation":"unclaimed"}],"snapshot_sha256":"3bd27c83abe17378a2b619da616ae9e0d652f002e9ebf0a3614013f43081218e"},"source":{"id":"2602.14690","kind":"arxiv","version":5},"verdict":{"id":"8143f941-8e58-4bce-8750-73e8d7fa420f","model_set":{"reader":"grok-4.3"},"created_at":"2026-05-15T22:05:49.897384Z","strongest_claim":"Context Files dominate the configuration landscape and are often the sole mechanism in a repository, with AGENTS.md emerging as an interoperable standard across tools.","one_line_summary":"Developers overwhelmingly rely on simple static context files such as AGENTS.md to configure agentic AI coding tools, while advanced mechanisms like skills and subagents see very low adoption.","pipeline_version":"pith-pipeline@v0.9.0","weakest_assumption":"The 2,853 GitHub repositories identified and analyzed are representative of broader developer practices and that the eight configuration mechanisms identified comprehensively capture how these tools are actually configured.","pith_extraction_headline":"Context files dominate how developers configure agentic AI coding tools, with AGENTS.md emerging as an interoperable standard."},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2602.14690/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":"8143f941-8e58-4bce-8750-73e8d7fa420f"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-02T00:18:27Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"TaYNZpPNN8HePe+E8FzJxDo+299V7fLh+QZdiJuo40UvDdqNxssfwVGKFH8dz8EuG52it8fMXg6xF8/Bbi1nAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-08T06:31:11.472992Z"},"content_sha256":"78c55e469ca04a9ff32166f89472049c1062b730b78298e8ca885bc25551e846","schema_version":"1.0","event_id":"sha256:78c55e469ca04a9ff32166f89472049c1062b730b78298e8ca885bc25551e846"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/MNJXN7JJX4YURQGCTQYW5CJ3XC/bundle.json","state_url":"https://pith.science/pith/MNJXN7JJX4YURQGCTQYW5CJ3XC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/MNJXN7JJX4YURQGCTQYW5CJ3XC/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-08T06:31:11Z","links":{"resolver":"https://pith.science/pith/MNJXN7JJX4YURQGCTQYW5CJ3XC","bundle":"https://pith.science/pith/MNJXN7JJX4YURQGCTQYW5CJ3XC/bundle.json","state":"https://pith.science/pith/MNJXN7JJX4YURQGCTQYW5CJ3XC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/MNJXN7JJX4YURQGCTQYW5CJ3XC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:MNJXN7JJX4YURQGCTQYW5CJ3XC","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"d2871937985ba3628e523a16ba042b8f1984e6544916d99aa81a389b30ab55c2","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2026-02-16T12:24:28Z","title_canon_sha256":"596f4ca1bb0f4e3bf5f9dab7552bbac99ced81ecb4f724f93d7d43ca69579748"},"schema_version":"1.0","source":{"id":"2602.14690","kind":"arxiv","version":5}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.14690","created_at":"2026-07-02T00:18:27Z"},{"alias_kind":"arxiv_version","alias_value":"2602.14690v5","created_at":"2026-07-02T00:18:27Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.14690","created_at":"2026-07-02T00:18:27Z"},{"alias_kind":"pith_short_12","alias_value":"MNJXN7JJX4YU","created_at":"2026-07-02T00:18:27Z"},{"alias_kind":"pith_short_16","alias_value":"MNJXN7JJX4YURQGC","created_at":"2026-07-02T00:18:27Z"},{"alias_kind":"pith_short_8","alias_value":"MNJXN7JJ","created_at":"2026-07-02T00:18:27Z"}],"graph_snapshots":[{"event_id":"sha256:78c55e469ca04a9ff32166f89472049c1062b730b78298e8ca885bc25551e846","target":"graph","created_at":"2026-07-02T00:18:27Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":4,"items":[{"attestation":"unclaimed","claim_id":"C1","kind":"strongest_claim","source":"verdict.strongest_claim","status":"machine_extracted","text":"Context Files dominate the configuration landscape and are often the sole mechanism in a repository, with AGENTS.md emerging as an interoperable standard across tools."},{"attestation":"unclaimed","claim_id":"C2","kind":"weakest_assumption","source":"verdict.weakest_assumption","status":"machine_extracted","text":"The 2,853 GitHub repositories identified and analyzed are representative of broader developer practices and that the eight configuration mechanisms identified comprehensively capture how these tools are actually configured."},{"attestation":"unclaimed","claim_id":"C3","kind":"one_line_summary","source":"verdict.one_line_summary","status":"machine_extracted","text":"Developers overwhelmingly rely on simple static context files such as AGENTS.md to configure agentic AI coding tools, while advanced mechanisms like skills and subagents see very low adoption."},{"attestation":"unclaimed","claim_id":"C4","kind":"headline","source":"verdict.pith_extraction.headline","status":"machine_extracted","text":"Context files dominate how developers configure agentic AI coding tools, with AGENTS.md emerging as an interoperable standard."}],"snapshot_sha256":"3bd27c83abe17378a2b619da616ae9e0d652f002e9ebf0a3614013f43081218e"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2602.14690/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Agentic AI coding tools increasingly automate software development tasks. Developers can configure these tools through versioned repository-level artifacts such as Markdown and JSON files. We present a systematic analysis of configuration mechanisms for agentic AI coding tools, covering Claude Code, GitHub Copilot, Cursor, Gemini, and Codex. We identify eight configuration mechanisms spanning from static context to executable and external integrations and, in an empirical study of 2,853 GitHub repositories, examine whether and how they are adopted, with a detailed analysis of Context Files, Sk","authors_text":"Christoph Treude, Jai Lal Lulla, Matthias Galster, Muhammad Auwal Abubakar, Sebastian Baltes, Seyedmoein Mohsenimofidi","cross_cats":[],"headline":"Context files dominate how developers configure agentic AI coding tools, with AGENTS.md emerging as an interoperable standard.","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2026-02-16T12:24:28Z","title":"Harness Engineering for Agentic AI Coding Tools: An Exploratory Study"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2602.14690","kind":"arxiv","version":5},"verdict":{"created_at":"2026-05-15T22:05:49.897384Z","id":"8143f941-8e58-4bce-8750-73e8d7fa420f","model_set":{"reader":"grok-4.3"},"one_line_summary":"Developers overwhelmingly rely on simple static context files such as AGENTS.md to configure agentic AI coding tools, while advanced mechanisms like skills and subagents see very low adoption.","pipeline_version":"pith-pipeline@v0.9.0","pith_extraction_headline":"Context files dominate how developers configure agentic AI coding tools, with AGENTS.md emerging as an interoperable standard.","strongest_claim":"Context Files dominate the configuration landscape and are often the sole mechanism in a repository, with AGENTS.md emerging as an interoperable standard across tools.","weakest_assumption":"The 2,853 GitHub repositories identified and analyzed are representative of broader developer practices and that the eight configuration mechanisms identified comprehensively capture how these tools are actually configured."}},"verdict_id":"8143f941-8e58-4bce-8750-73e8d7fa420f"}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:23dc1d30dbc5d9ed2cecd8e738db6ae19ef517837a70812750a0b01b0bc145e4","target":"record","created_at":"2026-07-02T00:18:27Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"d2871937985ba3628e523a16ba042b8f1984e6544916d99aa81a389b30ab55c2","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2026-02-16T12:24:28Z","title_canon_sha256":"596f4ca1bb0f4e3bf5f9dab7552bbac99ced81ecb4f724f93d7d43ca69579748"},"schema_version":"1.0","source":{"id":"2602.14690","kind":"arxiv","version":5}},"canonical_sha256":"635376fd29bf3148c0c29c316e893bb88b7a55d5cee75c798384704895b0fab8","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"635376fd29bf3148c0c29c316e893bb88b7a55d5cee75c798384704895b0fab8","first_computed_at":"2026-07-02T00:18:27.225537Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-02T00:18:27.225537Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"QIczROzavfEeoIfedWVT4btBNOYi1akKJ19iv7ZepokaYUb1opgfVLkQWhLeBkgw/T52EXeGqrXZ0DQM+cGgCQ==","signature_status":"signed_v1","signed_at":"2026-07-02T00:18:27.226117Z","signed_message":"canonical_sha256_bytes"},"source_id":"2602.14690","source_kind":"arxiv","source_version":5}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:23dc1d30dbc5d9ed2cecd8e738db6ae19ef517837a70812750a0b01b0bc145e4","sha256:78c55e469ca04a9ff32166f89472049c1062b730b78298e8ca885bc25551e846"],"state_sha256":"a0537cc6bbb27a72a11d367feaa2c5b3efe8aa29168c6c8b49bf0de16a3aecfe"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"AlwkIA6PZIfxqNZ5YGdTi3FAz6coDkQRoZr813vvz6C7rLFnLVqhS0Zv3tLb/iNKRICTqdTPoYj4U5IJzxcSDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-08T06:31:11.475262Z","bundle_sha256":"9e6dff34737231cb6a57065fc5d9f6e64f5e5d3e49484f1ba3adbc32d5592ea2"}}