Paper Citation Record · LEDGER

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval

As of 12 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2607.18785.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.18785 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T14:26:09.967636Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact1
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8ff39b93-23fe-483a-a419-42c56146aaf4 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs , url =.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs , url =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:05.638154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39a41f69-7773-4e20-8ee9-2eb5d80f6e1c · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:05.737308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b621123-507a-483a-9e7f-5bc04d177613 · outbound

This paper cites Skill Discovery for Software Scripting Automation via Offline Simulations with LLM s.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Skill Discovery for Software Scripting Automation via Offline Simulations with LLM s

Reference 3

Resolution: verified exact; doi, observed 2026-08-01T14:28:24.646426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 09bfb8f0-df27-4f99-9dc1-10b160d44d36 · outbound

This paper cites Qwen3 Technical Report.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Qwen3 Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:05.872246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc382023-b43b-4a0e-9052-92e7bfbf43e1 · outbound

This paper cites The Llama 3 Herd of Models.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval The Llama 3 Herd of Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:06.032299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dc518c1-551f-453f-a1b3-7fc19dc94f44 · outbound

This paper cites Proceedings of the 47th international ACM SIGIR conference on research and development in information retrieval , pages=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Proceedings of the 47th international ACM SIGIR conference on research and development in information retrieval , pages=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:06.099915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53b6577f-3e96-462b-8f0b-9326908e158c · outbound

This paper cites SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:06.250446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c6c79cf-3af3-4e3c-b63c-d3e55f8b9656 · outbound

This paper cites International Conference on Learning Representations , year=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval International Conference on Learning Representations , year=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:06.407937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 422374f4-08d5-425c-a6a2-88b561ef936c · outbound

This paper cites A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:06.543959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5d597cb-fd56-47ac-9362-7fcecded0b89 · outbound

This paper cites Skill Is Not Document: Query-Conditioned Compatibility for LLM Agent Skill Routing.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Skill Is Not Document: Query-Conditioned Compatibility for LLM Agent Skill Routing

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:06.742973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bde7f236-db34-462d-8789-74c15114a027 · outbound

This paper cites an unresolved cited work.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:06.866907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c623f67f-4e2f-42e8-9506-76e83b1afcb7 · outbound

This paper cites Proceedings of the 2020 conference on empirical methods in natural language processing (EMNLP) , pages=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Proceedings of the 2020 conference on empirical methods in natural language processing (EMNLP) , pages=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:06.970691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e23e7dc8-0474-4202-8f47-07b7d6228001 · outbound

This paper cites A Threshold Selection Method from Gray-Level Histograms , year=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval A Threshold Selection Method from Gray-Level Histograms , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:07.106388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3b89bb4-bcb4-4760-9399-8f23ec6509a3 · outbound

This paper cites Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2) , year=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 2) , year=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:07.248536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d83f483e-5343-40a8-ae9e-9ba15d1bdfa4 · outbound

This paper cites M 3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval M 3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:07.384496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 782d57d4-aa95-4e29-8f51-5bd2b7a548d4 · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:07.513679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 700e63e5-7ff1-4b63-a8d8-c1d184cdac93 · outbound

This paper cites International conference on learning representations , year=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval International conference on learning representations , year=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:07.645379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d1921e-e4ec-4dcc-aff1-e0582150c192 · outbound

This paper cites ACM Transactions on Information Systems , volume=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval ACM Transactions on Information Systems , volume=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:07.753476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c7902d5-f003-4933-a869-2b77cdc5eeb6 · outbound

This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:07.879006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47b1c544-709e-4463-9ea4-3326b05f7d51 · outbound

This paper cites Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , pages=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , pages=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:08.072016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 267b8f13-1a44-461c-b46b-4b042fc9cc95 · outbound

This paper cites SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:08.205407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffbacc1d-5fa2-4500-8098-7459c6f74af1 · outbound

This paper cites 2009 , publisher=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval 2009 , publisher=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:08.337304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e7f8747-e112-4016-babb-907f21625bf3 · outbound

This paper cites SkillRouter: Skill Routing for LLM Agents at Scale.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval SkillRouter: Skill Routing for LLM Agents at Scale

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:08.448622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2a3b42d-c167-4afc-bdfb-1aa2e491285d · outbound

This paper cites Findings of the Association for Computational Linguistics: EACL 2026 , pages=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Findings of the Association for Computational Linguistics: EACL 2026 , pages=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:08.553704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70c4c20d-9fa2-4c9b-9d61-d1a0e7ccee71 · outbound

This paper cites an unresolved cited work.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:08.694776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3148ad36-fbe6-46c6-be97-03bbeb6ce38a · outbound

This paper cites Proceedings of the 2023 conference on empirical methods in natural language processing , pages=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Proceedings of the 2023 conference on empirical methods in natural language processing , pages=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:08.827900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f243948b-1151-4de1-97e2-07c2454fb597 · outbound

This paper cites Advances in neural information processing systems , volume=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Advances in neural information processing systems , volume=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:08.986976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c25c744-2d16-43e8-b320-5824ac6b9888 · outbound

This paper cites Skill Retrieval Augmentation for Agentic AI.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Skill Retrieval Augmentation for Agentic AI

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:09.153531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd661728-a929-4342-b934-ab61c177ff2c · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:09.263050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df9310ef-7842-49bc-9c15-fd1c85253646 · outbound

This paper cites Group of Skills: Group-Structured Skill Retrieval for Agent Skill Libraries.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Group of Skills: Group-Structured Skill Retrieval for Agent Skill Libraries

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:09.388774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb5fa89e-0676-401a-b1fc-3ed5e3b7e5a0 · outbound

This paper cites Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:09.500880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f316891-35a4-4aab-8428-de1942a3eb4f · outbound

This paper cites From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:09.602299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea7fe57-01a5-4550-906a-bd5bbfcc9224 · outbound

This paper cites SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:09.660958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62bc23b9-35c5-4673-b06d-743e44678f93 · outbound

This paper cites Proceedings of the 33rd ACM International Conference on Information and Knowledge Management , pages=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Proceedings of the 33rd ACM International Conference on Information and Knowledge Management , pages=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:09.743836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b60c988-6949-4417-a333-491d99d48b68 · outbound

This paper cites Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:09.818626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab905e5a-a68e-4f74-b978-f1e449bf997e · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:09.905762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ab2063e-9960-47e7-ac89-e81ad3140740 · outbound

This paper cites Proceedings of the 2024 joint international conference on computational linguistics, language resources and evaluation (LREC-COLING 2024) , pages=.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval Proceedings of the 2024 joint international conference on computational linguistics, language resources and evaluation (LREC-COLING 2024) , pages=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:09.967636Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.