Paper Citation Record · LEDGER

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents

As of 19 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2608.13173.

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

pith.paper-citation-record.v1
2608.13173 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:10:37.255118Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

28 of 28 outbound references displayed

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verified fuzzy10
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External citation measurements

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Outbound references

Observation 0a7b70ba-1594-4af0-b863-1474f90f44f0 · outbound

This paper cites Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhari- wal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhari- wal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al

Reference 1

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Observation ed712fcd-e25b-4352-86d8-f9ef66e91ded · outbound

This paper cites GPT-4 technical report, 2023.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents GPT-4 technical report, 2023

Reference 2

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Observation 41e2a6da-7127-4077-9833-d2bbdd25aae1 · outbound

This paper cites Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik R.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik R

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:10:37.478427Z

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Observation 69cdbd92-b442-4900-b548-ce280587efb3 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents ReAct: Synergizing Reasoning and Acting in Language Models

Reference 4

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Observation f4752d9f-76e9-40bc-bb7e-851f4838572d · outbound

This paper cites Joshi, Hanna Moazam, Heather 11 Miller, Matei Zaharia, and Christopher Potts.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Joshi, Hanna Moazam, Heather 11 Miller, Matei Zaharia, and Christopher Potts

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:10:37.469901Z

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Observation 2a7e19e6-aaf6-45af-b9e4-25c6de385ef7 · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Toolformer: Language models can teach themselves to use tools

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T15:10:37.189800Z

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Observation 8242f0bd-57ab-469d-8caf-25c6cdad5672 · outbound

This paper cites Augmented language models: a survey.Transactions on Machine Learning Research, 2023.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Augmented language models: a survey.Transactions on Machine Learning Research, 2023

Reference 7

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Observation a04cf33f-9995-404b-b615-45b0666a8f95 · outbound

This paper cites an unresolved cited work.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Unresolved cited work

Reference 8

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Observation 26e5f699-9a93-4abf-827b-f0db4ea08d7d · outbound

This paper cites A unified approach to interpreting model predictions.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents A unified approach to interpreting model predictions

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T15:10:37.197792Z

Source-reported events for the cited work

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Observation 0c284558-e2cc-4240-923f-98721731a064 · outbound

This paper cites Data Shapley: Equitable valuation of data for machine learning.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Data Shapley: Equitable valuation of data for machine learning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:10:37.447299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 22b732aa-c689-4f5a-9675-7dec6c3add64 · outbound

This paper cites SkillsBench: Benchmarking how well agent skills work across diverse tasks, 2026.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents SkillsBench: Benchmarking how well agent skills work across diverse tasks, 2026

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:10:37.439015Z

Source-reported events for the cited work

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Observation 23dadf9d-1f85-45cc-979f-ef34fa95a87a · outbound

This paper cites FROSTER: Frozen CLIP Is A Strong Teacher for Open-Vocabulary Action Recognition.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents FROSTER: Frozen CLIP Is A Strong Teacher for Open-Vocabulary Action Recognition

Reference 12

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Observation 696b5c9c-5883-45ad-ac5d-a78bef45b6b2 · outbound

This paper cites SkillAxe:SharpeningLLM-authored agent skills through evaluation-guided self-refinement, 2026.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents SkillAxe:SharpeningLLM-authored agent skills through evaluation-guided self-refinement, 2026

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:10:37.431259Z

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Observation a6a52e26-a0bf-431f-a63d-f6196f56aac5 · outbound

This paper cites SkillRe- ducer: Optimizing LLM agent skills for token efficiency, 2026.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents SkillRe- ducer: Optimizing LLM agent skills for token efficiency, 2026

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:10:37.423190Z

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Observation a5f0d6b4-8efb-4356-a339-92b95e9a899a · outbound

This paper cites SkCC: Portable and secure skill compilation for cross-framework LLM agents, 2026.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents SkCC: Portable and secure skill compilation for cross-framework LLM agents, 2026

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:10:37.415092Z

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Observation 583078cc-defe-47c0-8b80-0b41ed108438 · outbound

This paper cites Howcanweknowwhatlanguage models know?Transactions of the Association for Computational Linguistics, 8:423–438, 2020.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Howcanweknowwhatlanguage models know?Transactions of the Association for Computational Linguistics, 8:423–438, 2020

Reference 16

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Source-reported events for the cited work

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Observation 5e1a331e-9a98-4b5a-9ddc-128748e39bf1 · outbound

This paper cites LLMLingua: Com- pressing prompts for accelerated inference of large language models.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents LLMLingua: Com- pressing prompts for accelerated inference of large language models

Reference 17

Resolution: verified exact; doi, observed 2026-08-15T15:10:37.333897Z

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Observation 9d4810fa-72ae-4d76-a585-39720f5b6c85 · outbound

This paper cites LongLLMLingua: Accelerating and enhancing LLMs in long context scenarios via prompt 12 compression.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents LongLLMLingua: Accelerating and enhancing LLMs in long context scenarios via prompt 12 compression

Reference 18

Resolution: verified exact; doi, observed 2026-08-15T15:10:37.325438Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cf6d1fc1-8672-4860-8a9e-bc2a826dce68 · outbound

This paper cites SHAP- based explanation methods: A review for NLP interpretability.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents SHAP- based explanation methods: A review for NLP interpretability

Reference 19

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Observation e77aeddd-c875-4b7f-88e9-5abc9abaf771 · outbound

This paper cites TokenSHAP: Interpreting large language models with Monte Carlo Shapley value estimation.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents TokenSHAP: Interpreting large language models with Monte Carlo Shapley value estimation

Reference 20

Resolution: verified exact; doi, observed 2026-08-15T15:10:37.317223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 647b5702-3f95-4187-a9bd-9ce0b2ce8cbc · outbound

This paper cites Polynomial calculation of the Shapley value based on sampling.Computers & Operations Research, 36(5):1726–1730, 2009.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Polynomial calculation of the Shapley value based on sampling.Computers & Operations Research, 36(5):1726–1730, 2009

Reference 21

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Observation d99d74e3-eaf1-4255-b917-e5d34f903b55 · outbound

This paper cites Improving polynomial estima- tion of the Shapley value by stratified random sampling with optimum allocation.Computers & Operations Research, 82:180–188, 2017.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Improving polynomial estima- tion of the Shapley value by stratified random sampling with optimum allocation.Computers & Operations Research, 82:180–188, 2017

Reference 22

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Observation fc251964-5688-4df8-9cec-1479538a8f10 · outbound

This paper cites Burgess and Archie C.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Burgess and Archie C

Reference 23

Resolution: verified exact; doi, observed 2026-08-15T15:10:37.292219Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 274c31df-4eb0-4e72-bc9c-e59acb85ad93 · outbound

This paper cites FastSHAP: Real-time Shapley value estimation.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents FastSHAP: Real-time Shapley value estimation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:10:37.399842Z

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Observation 5d647339-1597-47e9-bfa4-760b57d7cd70 · outbound

This paper cites Covert, Scott M.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Covert, Scott M

Reference 25

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Observation cdfef47f-f050-4588-89ac-a6c344395ffe · outbound

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SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Unresolved cited work

Reference 26

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Observation 8fe44386-439f-409c-bf2f-adb6e4b3a0d4 · outbound

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SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents Unresolved cited work

Reference 1979

Resolution: verified exact; doi, observed 2026-08-15T15:10:37.283493Z

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Observation 4ac95b32-56f2-43d0-b182-dd9a795b66a1 · outbound

This paper cites A Comprehensive Indoor Environment Dataset from Single-family Houses in the US.

SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents A Comprehensive Indoor Environment Dataset from Single-family Houses in the US

Reference 2024

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.