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Paper Citation Record · LEDGER

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior

As of 6 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 2 inbound Pith citation observations for arXiv:2606.11543.

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

pith.paper-citation-record.v1
2606.11543 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T10:12:03.985549Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T04:26:29.268566Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T04:26:30.136710Z

Reference resolution

18 of 18 outbound references displayed

  • verified exact14
  • verified fuzzy0
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a962568c-13cb-4197-9c6f-8e31cc492908 · outbound

This paper cites Cost-of-Pass: An economic framework for evaluating language models.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior Cost-of-Pass: An economic framework for evaluating language models

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T10:17:57.329983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:8ed9cba64ac9dc1244bde8c970aa0caa9270693f201c400a49859b9030d1ab44

Observation 721d9cef-ef29-416b-890e-f6d072e78851 · outbound

This paper cites AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:17:57.324765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:de09ede5800cf85c8102896b2e61ea5553cf54cfc31bf5af6c4574bf9206ca92

Observation a1e84a75-625a-4f58-99b3-7a3a9f4e1c02 · outbound

This paper cites Swe-skills-bench: Do agent skills actually help in real-world software engineering?.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior Swe-skills-bench: Do agent skills actually help in real-world software engineering?

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-07-03T10:17:57.339606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:ac9b39a63679f4198f303b8da7ca0370a79d4b994cf27233fb4cc2239cc8f4c1

Observation e5770f74-beaf-4028-9be9-a8a91e3ff81a · outbound

This paper cites arXiv preprint arXiv:2510.04550 , year=.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior arXiv preprint arXiv:2510.04550 , year=

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-07-03T10:17:57.344341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:4c07162e77db5d00400a8d3e74c3a83b71a04fd01730e6ee2235d43777e7e5f7

Observation b07270af-cfda-4327-b90a-3601c691f388 · outbound

This paper cites Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented Agents.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented Agents

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:17:57.336615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:0733683fda9c8364ca2733b4d154c78522ae6b176357f05c6abbf661932c5147

Observation 4ba12618-cb34-40bb-93d2-a66017a01337 · outbound

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

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:17:57.334435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:1bcb7368e9c555e653ef04fb67f4ee618f2f8de5cc6b061b07551a438e21bd28

Observation 97ef49c5-1581-4ff3-ae95-88bc3fa855fd · outbound

This paper cites Large Language Model Agent: A Survey on Methodology, Applications and Challenges.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:17:57.317585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:b53bde5d0347add5dadd7488075acfb0ae8997dbbdfab27890fc3d782e637006

Observation 38197f54-18ce-4289-80f2-786cfad5cfab · outbound

This paper cites SkillGen: Verified Inference-Time Agent Skill Synthesis.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior SkillGen: Verified Inference-Time Agent Skill Synthesis

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:17:57.341738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:1f81a8673f0031d1e93832c15234ad14dfeed394c28fc997a353d5cf0bff4dd7

Observation 4b598877-4146-4006-a466-6af2f89edeb5 · outbound

This paper cites Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:17:57.313157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:1b618b08dc6dbacbc200537347bb21a6f7c3c69d1da8baa74b76363fac49c2cd

Observation 91bb7898-74ce-40c8-a992-a35f91275ffc · outbound

This paper cites Quantifying language models’ sensitivity tospuriousfeaturesinpromptdesignor: Howilearnedtostartworryingaboutpromptformatting.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior Quantifying language models’ sensitivity tospuriousfeaturesinpromptdesignor: Howilearnedtostartworryingaboutpromptformatting

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-27T10:12:03.985549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:e7436d9e95813ffbbb11d9dd237db697cc3b7f063cd1487af254af1e3fe954e2

Observation 4e5bd309-c953-4979-84d7-7e5260cf1fd1 · outbound

This paper cites More Skills, Worse Agents? Skill Shadowing Degrades Performance When Expanding Skill Libraries.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior More Skills, Worse Agents? Skill Shadowing Degrades Performance When Expanding Skill Libraries

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:17:57.315348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:6528aeb61fb806910a48f0fa5ff4895d2d0622669559eb2aa60379d0def2156c

Observation a27af5af-d43c-47a3-908f-74bde58c1899 · outbound

This paper cites RestGPT: Connecting Large Language Models with Real-World RESTful APIs.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior RestGPT: Connecting Large Language Models with Real-World RESTful APIs

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-07-03T10:17:57.320186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:cc734775a264bd92288a6b76d4094251ff62a4c50befdddcca531febd3037ccb

Observation 0efd1c0a-6b14-4b83-ac0a-8f137913f47e · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:17:57.322340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:7dfafd1065b9da33aefe55376581ec131eae3c9701400e8fa65a3a875281a4a6

Observation b81fb300-c2e5-42e7-b7e5-f75951e3964f · outbound

This paper cites Large language models as optimizers.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior Large language models as optimizers

Reference 14

Resolution
unresolved
no resolver link, observed 2026-06-27T10:12:03.985549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:983c65ee4662d38826b91fe6e0f84f98b132eff15b0320629cd49ee9403413a0

Observation fa88216c-5ed6-4203-8edb-303120e3c9e2 · outbound

This paper cites SkillOpt: Executive Strategy for Self-Evolving Agent Skills.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:17:57.310907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:346a1e3497381f15928ff0174f91161b3bfe66a5d28cc1e94154fbf73c8cf9ab

Observation 04ba4c68-b8c6-496a-86d9-48e973877bce · outbound

This paper cites SkillLearnBench: Benchmarking Continual Learning Methods for Agent Skill Generation on Real-World Tasks.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior SkillLearnBench: Benchmarking Continual Learning Methods for Agent Skill Generation on Real-World Tasks

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:17:57.332246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:dbc77ff19b8ab817f0e483853dbd015f69e12da3bd7c6f84309d74961efeff4f

Observation 224359bf-e6d4-44f7-a1f4-3da4386da2f4 · outbound

This paper cites Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-07-03T10:17:57.327382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:93d0892f81ad02553536d91e8835349194982bef3e1119eb11ee5498936b1cac

Observation cf9e92dc-5ef9-48c4-82b9-cc707219105e · outbound

This paper cites The ERU- rate denominator excludes unknown events.

SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior The ERU- rate denominator excludes unknown events

Reference 18

Resolution
unresolved
no resolver link, observed 2026-06-27T10:12:03.985549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T10:12:03.985549Z digest=sha256:919625872b907907788da901cd76b7df0df336a3b1045c1b57f43aa32dc41f38

Pith citing papers

Observation a535cdee-e078-49be-b9bc-64cd775d6504 · inbound

Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills cites this paper.

Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T04:28:45.144472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T04:28:45.144472Z digest=sha256:077391e32fe5695248d4882212440737a461e8ef516db4343063fef4500323f1

Observation 18af5fd2-88ac-4fc7-ac73-bc12688d9576 · inbound

Rethinking Self-Evolving Agent Skills: Feedback Dynamics over Multiple Rounds cites this paper.

Rethinking Self-Evolving Agent Skills: Feedback Dynamics over Multiple Rounds SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-05T04:26:30.139623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-08-05T04:26:29.268566Z digest=sha256:3226471bac5ed93a047760bb98fa44f4d63d5fc5067614aa0cda35abfa59f053