{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:3L3B5J6Z3VG57FV54SM3SZTVKH","short_pith_number":"pith:3L3B5J6Z","canonical_record":{"source":{"id":"2607.00011","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2026-05-08T09:36:14Z","cross_cats_sorted":["cs.AI","cs.SE"],"title_canon_sha256":"53723760ae09790efa7c2bfd488e32570c741d1e3683df21cd4808090eba2539","abstract_canon_sha256":"1102e8aa6cddca9adf1516eb056e9e505fd0830830e824aab16139e34224e359"},"schema_version":"1.0"},"canonical_sha256":"daf61ea7d9dd4ddf96bde499b9667551d9f42d099487a662204600d277c15a10","source":{"kind":"arxiv","id":"2607.00011","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.00011","created_at":"2026-07-02T00:18:04Z"},{"alias_kind":"arxiv_version","alias_value":"2607.00011v1","created_at":"2026-07-02T00:18:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.00011","created_at":"2026-07-02T00:18:04Z"},{"alias_kind":"pith_short_12","alias_value":"3L3B5J6Z3VG5","created_at":"2026-07-02T00:18:04Z"},{"alias_kind":"pith_short_16","alias_value":"3L3B5J6Z3VG57FV5","created_at":"2026-07-02T00:18:04Z"},{"alias_kind":"pith_short_8","alias_value":"3L3B5J6Z","created_at":"2026-07-02T00:18:04Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:3L3B5J6Z3VG57FV54SM3SZTVKH","target":"record","payload":{"canonical_record":{"source":{"id":"2607.00011","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2026-05-08T09:36:14Z","cross_cats_sorted":["cs.AI","cs.SE"],"title_canon_sha256":"53723760ae09790efa7c2bfd488e32570c741d1e3683df21cd4808090eba2539","abstract_canon_sha256":"1102e8aa6cddca9adf1516eb056e9e505fd0830830e824aab16139e34224e359"},"schema_version":"1.0"},"canonical_sha256":"daf61ea7d9dd4ddf96bde499b9667551d9f42d099487a662204600d277c15a10","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-02T00:18:04.540196Z","signature_b64":"DNLuf+/g6uk22RCAE8URFGmZBjHzkLnoWDwsoepN8TG+x3YEsWeUfLSStV8c5Vb2/I9kzl+IucbXqvJHQRxqCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"daf61ea7d9dd4ddf96bde499b9667551d9f42d099487a662204600d277c15a10","last_reissued_at":"2026-07-02T00:18:04.538983Z","signature_status":"signed_v1","first_computed_at":"2026-07-02T00:18:04.538983Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2607.00011","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-02T00:18:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"h2Gws3758uzRhkfFp+VJjDEc8xbxRVaiepjHWQZNGZgvmg+a8BZchVzKJNwIhnpH56KZ3wODva7PVUYKr0JhDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-04T01:36:13.501272Z"},"content_sha256":"c1cf4292a5330125cdb7dca470fa6a797bca114642b9a3944c06fef7de7e95f0","schema_version":"1.0","event_id":"sha256:c1cf4292a5330125cdb7dca470fa6a797bca114642b9a3944c06fef7de7e95f0"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:3L3B5J6Z3VG57FV54SM3SZTVKH","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"SkillSelect-Serve: Budget-Controllable and QoS-Aware Skill Service Recommendation and Composition for Small LLM Agents","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.SE"],"primary_cat":"cs.IR","authors_text":"Butian Huang, Dongjing Wang, Dongjin Yu, Haiping Zhang, Jingyuan Zheng, Shuguang Deng, Xin Zhang","submitted_at":"2026-05-08T09:36:14Z","abstract_excerpt":"Reusable skill libraries are becoming important infrastructure for large language model (LLM) agents, yet existing selection methods often treat skills as retrievable documents and return fixed top-k lists. This paper presents SkillSelect-Serve, a budget-controllable and QoS-aware framework that formulates agent skill selection as Skill Service Recommendation and Composition. SkillSelect-Serve represents raw skills as structured Skill Services with functional descriptions, dependencies, context cost, risk, and QoS-related attributes. A local Micro-Agent Requirement Planner converts natural-lan"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.00011","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2607.00011/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-02T00:18:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"f8s/Y8smoVNS6MeU7ETTsBRM+0zwo2SYFqsNK1GlHVqq22PcInVt9buMFbeQgDnNcJF3kVYMymtrI1rjlhcGDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-04T01:36:13.501948Z"},"content_sha256":"5793c2ca66f75f1b5d1105d8bad76463dacf8b8815169ac5cc0d92244fc5d445","schema_version":"1.0","event_id":"sha256:5793c2ca66f75f1b5d1105d8bad76463dacf8b8815169ac5cc0d92244fc5d445"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3L3B5J6Z3VG57FV54SM3SZTVKH/bundle.json","state_url":"https://pith.science/pith/3L3B5J6Z3VG57FV54SM3SZTVKH/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3L3B5J6Z3VG57FV54SM3SZTVKH/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":"2026-07-04T01:36:13Z","links":{"resolver":"https://pith.science/pith/3L3B5J6Z3VG57FV54SM3SZTVKH","bundle":"https://pith.science/pith/3L3B5J6Z3VG57FV54SM3SZTVKH/bundle.json","state":"https://pith.science/pith/3L3B5J6Z3VG57FV54SM3SZTVKH/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3L3B5J6Z3VG57FV54SM3SZTVKH/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:3L3B5J6Z3VG57FV54SM3SZTVKH","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":"1102e8aa6cddca9adf1516eb056e9e505fd0830830e824aab16139e34224e359","cross_cats_sorted":["cs.AI","cs.SE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2026-05-08T09:36:14Z","title_canon_sha256":"53723760ae09790efa7c2bfd488e32570c741d1e3683df21cd4808090eba2539"},"schema_version":"1.0","source":{"id":"2607.00011","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.00011","created_at":"2026-07-02T00:18:04Z"},{"alias_kind":"arxiv_version","alias_value":"2607.00011v1","created_at":"2026-07-02T00:18:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.00011","created_at":"2026-07-02T00:18:04Z"},{"alias_kind":"pith_short_12","alias_value":"3L3B5J6Z3VG5","created_at":"2026-07-02T00:18:04Z"},{"alias_kind":"pith_short_16","alias_value":"3L3B5J6Z3VG57FV5","created_at":"2026-07-02T00:18:04Z"},{"alias_kind":"pith_short_8","alias_value":"3L3B5J6Z","created_at":"2026-07-02T00:18:04Z"}],"graph_snapshots":[{"event_id":"sha256:5793c2ca66f75f1b5d1105d8bad76463dacf8b8815169ac5cc0d92244fc5d445","target":"graph","created_at":"2026-07-02T00:18:04Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2607.00011/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Reusable skill libraries are becoming important infrastructure for large language model (LLM) agents, yet existing selection methods often treat skills as retrievable documents and return fixed top-k lists. This paper presents SkillSelect-Serve, a budget-controllable and QoS-aware framework that formulates agent skill selection as Skill Service Recommendation and Composition. SkillSelect-Serve represents raw skills as structured Skill Services with functional descriptions, dependencies, context cost, risk, and QoS-related attributes. A local Micro-Agent Requirement Planner converts natural-lan","authors_text":"Butian Huang, Dongjing Wang, Dongjin Yu, Haiping Zhang, Jingyuan Zheng, Shuguang Deng, Xin Zhang","cross_cats":["cs.AI","cs.SE"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2026-05-08T09:36:14Z","title":"SkillSelect-Serve: Budget-Controllable and QoS-Aware Skill Service Recommendation and Composition for Small LLM Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.00011","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:c1cf4292a5330125cdb7dca470fa6a797bca114642b9a3944c06fef7de7e95f0","target":"record","created_at":"2026-07-02T00:18:04Z","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":"1102e8aa6cddca9adf1516eb056e9e505fd0830830e824aab16139e34224e359","cross_cats_sorted":["cs.AI","cs.SE"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IR","submitted_at":"2026-05-08T09:36:14Z","title_canon_sha256":"53723760ae09790efa7c2bfd488e32570c741d1e3683df21cd4808090eba2539"},"schema_version":"1.0","source":{"id":"2607.00011","kind":"arxiv","version":1}},"canonical_sha256":"daf61ea7d9dd4ddf96bde499b9667551d9f42d099487a662204600d277c15a10","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"daf61ea7d9dd4ddf96bde499b9667551d9f42d099487a662204600d277c15a10","first_computed_at":"2026-07-02T00:18:04.538983Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-02T00:18:04.538983Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"DNLuf+/g6uk22RCAE8URFGmZBjHzkLnoWDwsoepN8TG+x3YEsWeUfLSStV8c5Vb2/I9kzl+IucbXqvJHQRxqCA==","signature_status":"signed_v1","signed_at":"2026-07-02T00:18:04.540196Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.00011","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c1cf4292a5330125cdb7dca470fa6a797bca114642b9a3944c06fef7de7e95f0","sha256:5793c2ca66f75f1b5d1105d8bad76463dacf8b8815169ac5cc0d92244fc5d445"],"state_sha256":"ab866ec3107794334b9f9ce4968f8d7adddb8d98661a9242880989c13d7cf96c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HGr4kjaN61Mp+CPAYLFMLlYmMU0sdVlOriOYyJL2Z4ubwK3H8uUeIZLJSECHzcJgMegzo0lT8EyM+NDBp+mBAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-04T01:36:13.508555Z","bundle_sha256":"b5287d96f411811f0e11c572d3702c0a24ff6c12f984c0b425eb543ff123f847"}}