Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:07:03.564258Z
Paper Citation Record · LEDGER
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills
As of 8 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2608.04562.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
18 of 18 outbound references displayed
- verified exact3
- verified fuzzy3
- unresolved11
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a1e794b7-462b-4685-8039-4066fc873ff0 · outbound
This paper cites Agent Skill Evaluation and Evolution: Frameworks and Benchmarks.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills Agent Skill Evaluation and Evolution: Frameworks and Benchmarks
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T22:07:04.553181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3b20c8f4-fd70-4b88-a5dd-d83c6d850487 · outbound
This paper cites Self-Improvements in Modern Agentic Systems: A Survey.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills Self-Improvements in Modern Agentic Systems: A Survey
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:07:02.212922Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a05192c-f016-46c1-bdf7-936341e0162c · outbound
This paper cites Max turns.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills Max turns
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:07:04.677786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e7770d0f-281b-48fa-8819-f16729d7bb90 · outbound
This paper cites Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:07:02.370159Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 977fe2dd-ba9a-4b0f-9bd8-2b1a33b73d34 · outbound
This paper cites Skill-R1: Agent Skill Evolution via Reinforcement Learning.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills Skill-R1: Agent Skill Evolution via Reinforcement Learning
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:07:02.481271Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f15c4a0-5547-40ce-b1bb-8b6bff6a55e6 · outbound
This paper cites CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:07:02.583083Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6097afcc-ffb0-4259-b43d-3bac922f84bb · outbound
This paper cites SkillClaw: Let Skills Evolve Collectively with Agentic Evolver.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills SkillClaw: Let Skills Evolve Collectively with Agentic Evolver
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:07:02.701303Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91182393-3799-4673-94cc-4bde708abe2e · outbound
This paper cites Krista Opsahl-Ong, Arnav Singhvi, Jasmine Collins, Ivan Zhou, Cindy Wang, Ashutosh Baheti, Owen Oertell, Jacob Portes, Sam Havens, Erich Elsen, et al.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills Krista Opsahl-Ong, Arnav Singhvi, Jasmine Collins, Ivan Zhou, Cindy Wang, Ashutosh Baheti, Owen Oertell, Jacob Portes, Sam Havens, Erich Elsen, et al
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:07:02.869563Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff779bc0-4472-42bf-87cb-9becd2edf869 · outbound
This paper cites doi:10.18653/v1/2024.nlp4science-1.1.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills doi:10.18653/v1/2024.nlp4science-1.1
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:07:03.110181Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21b7d4ca-12fe-4063-87e4-f2a82e3c5896 · outbound
This paper cites DemoShapley: Valuation of demonstrations for in-context learning.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills DemoShapley: Valuation of demonstrations for in-context learning
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:07:04.915115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c76efcc5-95c4-458d-9ad9-de06ad1a72fc · outbound
This paper cites doi:10.1109/BIGDATA66926.2025.11402298.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills doi:10.1109/BIGDATA66926.2025.11402298
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:07:03.344355Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ef0cdf6-d149-46c2-911c-0df3603d7d3b · outbound
This paper cites Precedence-constrained games restrict admissible orders to linear extensions of a partial order [Faigle and Kern, 1992].
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills Precedence-constrained games restrict admissible orders to linear extensions of a partial order [Faigle and Kern, 1992]
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:07:04.797907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7b98efa9-21fa-4beb-883d-79708207196d · outbound
This paper cites Huichi Zhou, Siyuan Guo, Anjie Liu, Zhongwei Yu, Ziqin Gong, Bowen Zhao, Zhixun Chen, Menglong Zhang, Yihang Chen, Jinsong Li, et al.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills Huichi Zhou, Siyuan Guo, Anjie Liu, Zhongwei Yu, Ziqin Gong, Bowen Zhao, Zhixun Chen, Menglong Zhang, Yihang Chen, Jinsong Li, et al
Reference 1977
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:07:02.299690Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60589271-33d6-4ecd-a066-14c56a79ed51 · outbound
This paper cites Hongliang Chi, Wei Jin, Charu C.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills Hongliang Chi, Wei Jin, Charu C
Reference 1989
- Resolution
- verified exact
- doi, observed 2026-08-06T22:07:03.976676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 97e56f76-372c-4a17-805b-090bb6ba152e · outbound
This paper cites Miriam Horovicz and Roni Goldshmidt.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills Miriam Horovicz and Roni Goldshmidt
Reference 1992
- Resolution
- verified exact
- doi, observed 2026-08-06T22:07:03.780494Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 181afef8-3f19-4527-8b56-89d190e5f70f · outbound
This paper cites Autoskill: Experience-driven lifelong learning via skill self-evolution.arXiv preprint arXiv:2603.01145, 2026b.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills Autoskill: Experience-driven lifelong learning via skill self-evolution.arXiv preprint arXiv:2603.01145, 2026b
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:07:02.137399Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e55b94fe-77aa-45a1-bfe5-8b487688b551 · outbound
This paper cites doi:10.18653/v1/2025.findings- acl.200.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills doi:10.18653/v1/2025.findings- acl.200
Reference 2025
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-06T22:07:03.179497Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5efb73d3-0cce-401b-8cb7-e17935d16460 · outbound
This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.
What Is a Skill Worth? Structure-Aware Shapley Valuation of Agent Skills GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Reference 2026
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:07:02.061669Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.