Paper Citation Record · LEDGER

SkillOS: Learning Skill Curation for Self-Evolving Agents

As of 5 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 13 inbound Pith citation observations for arXiv:2605.06614.

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

pith.paper-citation-record.v1
2605.06614 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:05:27.957927Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T21:16:14.138702Z

Reference resolution

12 of 12 outbound references displayed

verified exact6
verified fuzzy0
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cd1c98ca-d215-4dd6-b3a5-db611e6c9e54 · outbound

This paper cites Knowledge-Centric Hallucination Detection.

SkillOS: Learning Skill Curation for Self-Evolving Agents Knowledge-Centric Hallucination Detection

Reference 1

Resolution: verified exact; doi, observed 2026-05-08T22:14:17.836110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c20a3d6d-1ca4-4977-a3b0-25df9a7e9fa0 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

SkillOS: Learning Skill Curation for Self-Evolving Agents DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-11T20:16:10.658564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 70c20ba3-7406-4203-a1ad-133bacb0c5db · outbound

This paper cites Decocted Experience Improves Test-Time Inference in LLM Agents.

SkillOS: Learning Skill Curation for Self-Evolving Agents Decocted Experience Improves Test-Time Inference in LLM Agents

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-08T22:14:17.841345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a60b7a2a-cad7-4916-975a-452fc5fc60b6 · outbound

This paper cites SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning.

SkillOS: Learning Skill Curation for Self-Evolving Agents SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-12T11:39:12.115659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7f896516-61c5-4818-9fb1-277e074c088c · outbound

This paper cites Autoskill: Experience-driven lifelong learning via skill self-evolution.

SkillOS: Learning Skill Curation for Self-Evolving Agents Autoskill: Experience-driven lifelong learning via skill self-evolution

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:16:10.645948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8bc0c96f-cedd-4819-ad23-b3596e033a13 · outbound

This paper cites target_host.

SkillOS: Learning Skill Curation for Self-Evolving Agents target_host

Reference 6

Resolution: verified exact; doi, observed 2026-05-08T22:14:17.846631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f8af767b-447a-4a63-b0a0-1f2c0654fef7 · outbound

This paper cites an unresolved cited work.

SkillOS: Learning Skill Curation for Self-Evolving Agents Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-26T15:47:59.671626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e8232c8d-098c-4fda-a62c-62df3eb05360 · outbound

This paper cites an unresolved cited work.

SkillOS: Learning Skill Curation for Self-Evolving Agents Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-26T15:47:59.662727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bd15ca90-915c-4c14-8853-f810b9d2ded5 · outbound

This paper cites an unresolved cited work.

SkillOS: Learning Skill Curation for Self-Evolving Agents Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-05-26T15:47:59.656521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cef7ddb6-980e-4841-a1e4-532f08b42a79 · outbound

This paper cites an unresolved cited work.

SkillOS: Learning Skill Curation for Self-Evolving Agents Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-26T15:47:59.665821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9703ff34-a2ca-44e8-82f3-1d8203014bdf · outbound

This paper cites an unresolved cited work.

SkillOS: Learning Skill Curation for Self-Evolving Agents Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-26T15:47:59.659771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ff39b50b-b4d1-4ec8-880d-333a5134b92c · outbound

This paper cites related but not redundant.

SkillOS: Learning Skill Curation for Self-Evolving Agents related but not redundant

Reference 12

Resolution: malformed identifier; raw_fallback, observed 2026-05-26T15:47:59.668837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

Observation 3fd26759-3fb4-472e-b8ac-33b67340ff10 · inbound

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution cites this paper.

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-05-20T11:43:15.100988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0a8d7ad3-f994-4af2-bdb6-2dfa2ece995b · inbound

MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation cites this paper.

MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-06-29T17:53:47.829700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 26dd12d8-167e-4a6a-a1da-0e061d3bd521 · inbound

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories cites this paper.

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-07-01T21:16:14.140070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 23a7166f-740b-44b6-884b-075c5e36a035 · inbound

Harnessing Agent Skills: Architectural Patterns and a Reference Architecture for Skill-Mediated LLM Agents cites this paper.

Harnessing Agent Skills: Architectural Patterns and a Reference Architecture for Skill-Mediated LLM Agents SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 44

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T22:42:46.490722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 081d4fbd-9319-40f9-b72a-3b91669b2792 · inbound

UCOB: Learning to Utilize and Evolve Agentic Skills via Credit-Aware On-Policy Bidirectional Self-Distillation cites this paper.

UCOB: Learning to Utilize and Evolve Agentic Skills via Credit-Aware On-Policy Bidirectional Self-Distillation SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 26

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T07:24:21.988621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation af8e9c9c-d19d-4bdc-a1e6-04df612f1407 · inbound

Skillware: A Software Ontology and Engineering Lifecycle for Persistent Behavioral Artifacts cites this paper.

Skillware: A Software Ontology and Engineering Lifecycle for Persistent Behavioral Artifacts SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T13:50:22.894316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69030504-34e6-4b4c-855b-ea706405a598 · inbound

The Regression Tax: Decomposing Why Skills Help and Hurt LLM Agents cites this paper.

The Regression Tax: Decomposing Why Skills Help and Hurt LLM Agents SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T04:31:36.262301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f8b82d6-b265-49f8-8ed2-52149ecebfa3 · inbound

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting cites this paper.

Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T11:46:01.665766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76ddb756-05b0-4672-a88d-6b70121e391c · inbound

SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution cites this paper.

SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-30T21:12:59.388053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 333c826d-5a8f-4401-9606-3cdb093fb23d · inbound

SkillMentor: LLM Agent Self-Evolution via Learning Blind-Spot Diagnosis cites this paper.

SkillMentor: LLM Agent Self-Evolution via Learning Blind-Spot Diagnosis SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T08:53:19.808548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1159419d-89d7-4ee4-a2d6-f259c4274ea8 · inbound

Self-Play Meets Skill Evolution: Self-Evolving Search Agents that Pose, Solve, and Remember cites this paper.

Self-Play Meets Skill Evolution: Self-Evolving Search Agents that Pose, Solve, and Remember SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T06:33:46.564873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fcce961-c4c5-4a04-8cba-613fc43b0b43 · inbound

AgentStream: How Well Do Self-Evolving LLM Agents Perform Under Streaming Tasks? cites this paper.

AgentStream: How Well Do Self-Evolving LLM Agents Perform Under Streaming Tasks? SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-04T01:12:35.690973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e0d3970-fd12-427a-8d85-bab06d76db04 · inbound

Progressive Agent Skill Generation via Reinforcement Learning cites this paper.

Progressive Agent Skill Generation via Reinforcement Learning SkillOS: Learning Skill Curation for Self-Evolving Agents

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-04T23:05:27.957927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.