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Paper Citation Record · LEDGER

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

As of 4 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 48 inbound Pith citation observations for arXiv:2604.01687.

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

pith.paper-citation-record.v1
2604.01687 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T21:39:53.022591Z

measured 64 of 64 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 48 of 48 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:18:20.603596Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T12:15:01.137692Z

Reference resolution

16 of 16 outbound references displayed

  • verified exact0
  • verified fuzzy12
  • unresolved3
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc56bd5b-1543-47bb-862c-1176934d1534 · outbound

This paper cites The evolved skills are structured multi-file packages installed before agent test.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification The evolved skills are structured multi-file packages installed before agent test

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T23:13:26.012231Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:29d5f00710ae4d10157ccabe5f2cf759049975ba47d441a9dfe022baf3846432

Observation ce233a85-765b-453e-9b74-4c6847adcccc · outbound

This paper cites The generator produces a skill package with the background context, and then immediately submits it to the ground-truth oracle test.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification The generator produces a skill package with the background context, and then immediately submits it to the ground-truth oracle test

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T23:13:26.002333Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:1f887e8204172f1cb6da6a0127fd13f97af974b5ecb37328b7ef0ef580949427

Observation 2fd8072a-d85d-4b6e-a88a-a840b2b06fa8 · outbound

This paper cites The agent reads the background context and then directly attempts the task without evolution.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification The agent reads the background context and then directly attempts the task without evolution

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T23:13:25.995627Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:e99cfa4480a77e88f1cb4eed3c5a8f06d06e78664485c6a9da41bfbc2af4c349

Observation 89b2f557-84dd-4c71-af3a-090aa71da324 · outbound

This paper cites refine candidates.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification refine candidates

Reference 4

Resolution
malformed identifier
raw_fallback, observed 2026-05-13T23:13:26.008257Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:10daad5c3fb4239f64ef52a88870e97eff220a9737fe3cad0385a06f3a05e06e

Observation 7d54bbc6-2fca-4c97-a63a-5cb54b80150d · outbound

This paper cites an unresolved cited work.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-13T23:13:26.005220Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:bb55694212b4b98056bfb64526bb135547d90894110c4d30562dfccbdba00bc8

Observation 6c812ef9-962f-4ca5-8dbc-0ec3d6f13ef3 · outbound

This paper cites an unresolved cited work.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-13T23:13:25.992382Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:ab4bcfe10a5c7b10b1ad55d4bcf2040b35b9e2f86152f8bffe4442a9874cecd6

Observation fcf4d40b-0901-4c5b-b769-2058d98cb498 · outbound

This paper cites evo-*" skills, load them FIRST: {{.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification evo-*" skills, load them FIRST: {{

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T23:13:25.998822Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:ab4f5bd60f40e9c23b7d53ddcc8a5c25e83233aa797e54fc149e5fccc652d82a

Observation e4bbeac3-15aa-440c-bf6f-7a36096c6cdc · outbound

This paper cites Under review.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Under review

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T23:13:26.015049Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:d61a4ced370bb5ebaed9807045e89c841b377c1b09828b39adf8b9fc1358206c

Observation 6a1ad874-774f-4ffb-8396-5eb98bbd4d42 · outbound

This paper cites Use installed tools rather than assuming what is available.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Use installed tools rather than assuming what is available

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T23:13:25.986264Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:43e529fa0557759cc5b9d281cd655b4bf9b4642e4d52f6ad34211bc5502a1cf2

Observation 92f26781-f7e7-4694-8832-7743a7615e61 · outbound

This paper cites load_skill.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification load_skill

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T23:13:25.989540Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:f6e0f8aff0f7c12d7e87d3ec8e61d7426db8fd2b980d53c2259c59a5c4c2b612

Observation 3b40fc4f-f2f3-43f1-a1c3-be94f877d038 · outbound

This paper cites from evo_xxx.scripts.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification from evo_xxx.scripts

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T23:13:25.977362Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:63d47a0a3521ecff4b69428b0273a1072c118b2392ba1677e8b6219c39d1a009

Observation 8fb383ab-7885-446b-8190-ae7996e21c23 · outbound

This paper cites load_skill.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification load_skill

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T23:13:25.974223Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:b7c9d300d984319c4b3fa5edacedc674576fe55f3c9b17b1cf9604795bc6f2fe

Observation e899dc5b-595f-47bb-9a1f-04fe5d8ed042 · outbound

This paper cites Analyze the failure details provided by the host b.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Analyze the failure details provided by the host b

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T23:13:25.980455Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:266cddb1667667a5153a66ae1851d43a3574e77699d9e4cb02e1647b428817e8

Observation dd951349-230f-47da-bc38-aa76a65ae484 · outbound

This paper cites an unresolved cited work.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-13T23:13:25.983217Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:585b87acb5065ca3d62ceb87fd8a9d783085d2341f55c3da2fec680b894e294e

Observation 42586df0-d99d-48c9-af70-ba65ef238fdd · outbound

This paper cites If any are unchecked, complete them NOW before signaling task_complete.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification If any are unchecked, complete them NOW before signaling task_complete

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T23:13:25.971221Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:2a9c3a39908abe9094527af3c215aa73af3dafea3a105629728669040aa63dd9

Observation 716a6c96-9d6b-435c-bb39-5f8632285754 · outbound

This paper cites CONTEXT BUDGET REACHED.

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification CONTEXT BUDGET REACHED

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T23:13:25.967863Z

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.

source=pdf_text observed=2026-05-13T21:39:53.022591Z digest=sha256:06e6fcf6a5fa9d03a678b3aeb450e14dbc29ed2a0654ea89f1fdaa92cf86174e

Pith citing papers

Observation 7cce30c4-e0d9-436a-a418-87a8733059f7 · inbound

Beyond Task Completion: A Verification-vs.-Conformance Gap in Tool-Evolving Agents cites this paper.

Beyond Task Completion: A Verification-vs.-Conformance Gap in Tool-Evolving Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-13T15:09:29.436835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T15:09:29.436835Z digest=sha256:7a8bac3cdc37027bbf95a7cf80f1cb578a971956ef6c71b08776153d87c26acd

Observation 4781ac11-66b4-4192-9597-eeb434567b2e · inbound

SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering cites this paper.

SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-05-11T06:46:48.899849Z

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.

source=pdf_text observed=2026-05-10T17:26:53.857991Z digest=sha256:49974035ba5d8af30f5305e8c26c299bf87c873cda031f37441af3fc13312787

Observation 8977c612-743e-4240-ad7d-04d9873fc67f · inbound

SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering cites this paper.

SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-05-21T09:54:58.203407Z

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.

source=pdf_text observed=2026-05-21T09:54:47.737146Z digest=sha256:b5a12dcdfaa84a8f5bc6080768f07b0730397daf18cf6c412a87ca83c3a62779

Observation 25f43ce8-114a-48c1-9a0c-2421d6e73c5d · inbound

GAM: Hierarchical Graph-based Agentic Memory for LLM Agents cites this paper.

GAM: Hierarchical Graph-based Agentic Memory for LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-05-11T08:56:03.597077Z

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.

source=arxiv_source observed=2026-05-10T16:22:58.500558Z digest=sha256:6268251c0693a46dc1f7e1940ab8e116fdfd01d4a5ff8ad070e384c0db2649bd

Observation 69e55387-015e-4ed6-a000-34e79c2f062d · inbound

EvoAgent: An Evolvable Agent Framework with Skill Learning and Multi-Agent Delegation cites this paper.

EvoAgent: An Evolvable Agent Framework with Skill Learning and Multi-Agent Delegation CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-05-10T00:59:49.693905Z

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.

source=pdf_text observed=2026-05-10T00:55:56.759901Z digest=sha256:87fd2765a47a87782246ba443171ab118219631f78a9a148fd1c2144a045bc93

Observation 43d35cce-2184-4f72-b5ce-14b88a25ee5f · inbound

ClawTrace: Cost-Aware Tracing for LLM Agent Skill Distillation cites this paper.

ClawTrace: Cost-Aware Tracing for LLM Agent Skill Distillation CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-11T21:16:27.535989Z

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.

source=pdf_text observed=2026-05-08T06:04:11.480377Z digest=sha256:1590a2fd756a9f2c41124ce6c464199eccb6ce2882b72b56c61d298b7ec05f9b

Observation cea81442-0ea7-4520-adef-99e3378d4da1 · inbound

From Context to Skills: Can Language Models Learn from Context Skillfully? cites this paper.

From Context to Skills: Can Language Models Learn from Context Skillfully? CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-05-12T10:21:29.211672Z

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.

source=pdf_text observed=2026-05-07T06:31:51.474951Z digest=sha256:f4cc0c3ba4bb904d2ef7726f43de4cfebf1ede51421004ae4cc9f667de7574ab

Observation c4642429-c193-43db-98ee-dc6147cda53f · inbound

From Context to Skills: Can Language Models Learn from Context Skillfully? cites this paper.

From Context to Skills: Can Language Models Learn from Context Skillfully? CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-02T15:12:54.787375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T15:12:54.787375Z digest=sha256:7686158de5f7b8eef201ac03d9ca7249314b4b0ed705b5c1bb8c66532df6ae0e

Observation 36ad6a79-0265-4b17-95f1-606216b641af · inbound

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

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 107

Resolution
verified exact
local_arxiv, observed 2026-05-20T23:19:15.162412Z

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.

source=pdf_text observed=2026-05-20T23:15:44.550045Z digest=sha256:a8f5fc97225ed9c4d7982a96ca76e87ca999de689d81dc6ed63db7cd16c69bac

Observation fa2d0e05-1e49-46e7-90ee-740a981e24b1 · inbound

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

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 100

Resolution
verified exact
local_arxiv, observed 2026-06-30T23:25:07.229551Z

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.

source=pdf_text observed=2026-06-30T23:23:42.883286Z digest=sha256:9948706d2c11b2ea4edcd4b15653f7520921e7fa8517bb62aff7ae10026d6176

Observation de16302c-582e-431a-874f-e98ee11abcfb · inbound

SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents cites this paper.

SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-05-12T08:21:25.468578Z

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.

source=pdf_text observed=2026-05-12T01:12:52.837729Z digest=sha256:175db76ac0278ca20337eaa51ee8f1892d03b00747b1fa5b4ce5aaac95072a63

Observation 024cfd50-c81c-4fad-b037-48485e15c4f5 · inbound

SkillMaster: Toward Autonomous Skill Mastery in LLM Agents cites this paper.

SkillMaster: Toward Autonomous Skill Mastery in LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-05-12T08:36:24.147210Z

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.

source=pdf_text observed=2026-05-12T00:59:03.361037Z digest=sha256:3fc2db1142a967e8f3f704effd7042e55950ea8c133466e1acb0c2b935d74a4c

Observation 9194e1c3-be1e-49fa-bbe2-610ce26492bf · inbound

SkillMaster: Toward Autonomous Skill Mastery in LLM Agents cites this paper.

SkillMaster: Toward Autonomous Skill Mastery in LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-05-13T07:32:29.839533Z

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.

source=pdf_text observed=2026-05-13T07:30:09.985448Z digest=sha256:8c99cbbc36cc14410b1a0d067f9156076aabe71a49c689e75e2b2176e5ab5f79

Observation 8b4038d9-9286-4e73-b357-2fc8cc8b90d3 · inbound

Ace-Skill: Bootstrapping Multimodal Agents with Prioritized and Clustered Evolution cites this paper.

Ace-Skill: Bootstrapping Multimodal Agents with Prioritized and Clustered Evolution CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-05-12T08:01:27.496345Z

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.

source=pdf_text observed=2026-05-12T01:26:16.300353Z digest=sha256:520983711c633015ad4f917e9f678058fe676e138dfc07f2d624b657d7964f3d

Observation cc3bbd80-c143-47e1-a0b0-8c650ee9918d · inbound

Evolutionary Ensemble of Agents cites this paper.

Evolutionary Ensemble of Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-05-12T02:11:15.416185Z

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.

source=arxiv_source observed=2026-05-12T02:10:32.011003Z digest=sha256:c8f9ecfd0dad017cb368378e1b5c31e8068cfcf6936a6268e7efa07a2446bd86

Observation c65b2211-1aa6-4dcb-936c-7b777090e3b3 · inbound

Evolutionary Ensemble of Agents cites this paper.

Evolutionary Ensemble of Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-05-15T06:15:06.753747Z

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.

source=arxiv_source observed=2026-05-15T06:14:36.218284Z digest=sha256:db05884dae86b94b671fd378442bbca328ef7f326b39d5fbac22cef6bf8de979

Observation b9cb1f96-582c-4aa9-a81b-6abf78d0477c · inbound

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

SkillGen: Verified Inference-Time Agent Skill Synthesis CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 17

Resolution
metadata mismatch
local_arxiv, observed 2026-05-13T06:17:23.064696Z

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.

source=pdf_text observed=2026-05-13T06:14:28.614825Z digest=sha256:f5bfa66d6e2985763581da49e0fb3eecf89e28354c9db437c784302b0e265051

Observation ebf47576-6e71-4e33-b503-918e8c8a7545 · 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 CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 70

Resolution
verified exact
local_arxiv, observed 2026-05-20T11:43:15.165122Z

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.

source=pdf_text observed=2026-05-20T11:40:45.397038Z digest=sha256:f6301d45d46c8c93c5af15d15fd2605f81aec8dd7a42d107ae837ab74eeddba2

Observation f6b615be-44b5-4244-bbe1-7166c43fcdf4 · inbound

AgentCo-op: Retrieval-Based Synthesis of Interoperable Multi-Agent Workflows cites this paper.

AgentCo-op: Retrieval-Based Synthesis of Interoperable Multi-Agent Workflows CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-05-21T07:09:46.350655Z

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.

source=pdf_text observed=2026-05-21T07:05:28.416552Z digest=sha256:2f7f032de88ca1700e4f31c4bc923ba249d7b01971247273f602a946acd9018b

Observation a6ed66c6-85f8-495f-847d-776b17e259d0 · inbound

Residual Skill Optimization for Text-to-SQL Ensembles cites this paper.

Residual Skill Optimization for Text-to-SQL Ensembles CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-05-22T08:41:17.195942Z

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.

source=pdf_text observed=2026-05-22T08:38:41.126772Z digest=sha256:9bdb7cd3cbf84ac2eafeb02d8e64172499453192f8c26753247bf61d00825db7

Observation 1884b5f3-8b42-4c00-bf3a-020c01a803da · inbound

From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills cites this paper.

From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-05-25T03:55:20.437345Z

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.

source=pdf_text observed=2026-05-25T03:53:56.643075Z digest=sha256:deab7991ca3b27f3c54e970308dff040fd03f340cb5fc775f90f3e6d1d30b9f5

Observation 0e44af33-d94e-4772-b735-b650ead30050 · inbound

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

SkillOpt: Executive Strategy for Self-Evolving Agent Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-05-25T03:55:21.134844Z

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.

source=pdf_text observed=2026-05-25T03:51:49.812710Z digest=sha256:1a9c6ef22a5c0a0f77925665aa2015dfbad79e3ef7eb935a62bc8fb09d1e9ba1

Observation 41827053-3c9e-4606-a798-a115ba0b2181 · inbound

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

SkillOpt: Executive Strategy for Self-Evolving Agent Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-06-30T16:35:12.839824Z

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.

source=pdf_text observed=2026-06-30T16:26:23.130418Z digest=sha256:bafc87545cc8d674851fb39545b1fffa684f681fbe1af00a76f95faaceaa464e

Observation 31d404c4-f7f1-4203-8ab5-046aafd55fac · inbound

Harnessing AtomisticSkills for Agentic Atomistic Research cites this paper.

Harnessing AtomisticSkills for Agentic Atomistic Research CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 118

Resolution
verified exact
local_arxiv, observed 2026-06-30T18:04:57.324014Z

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.

source=pdf_text observed=2026-06-30T17:57:24.154337Z digest=sha256:32f99e72f4566faaa881316a245e854f06ce58853ee539d70cc736b85868f49c

Observation c8d45707-d7c2-44f0-a562-b00d165f67b9 · inbound

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills cites this paper.

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-06-30T16:24:55.749054Z

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.

source=pdf_text observed=2026-06-30T16:18:59.083880Z digest=sha256:75b55c16565b0ca0d526de4309060d3dcb4b4d0f0184953495182800d7300f60

Observation 5f1c84c0-9468-4cfd-97a2-48a96d997ded · inbound

Distributionally Robust Set Representation Learning Under Inference-Time Element Corruption cites this paper.

Distributionally Robust Set Representation Learning Under Inference-Time Element Corruption CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 14

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T09:03:15.639118Z

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.

source=pdf_text observed=2026-06-29T09:01:30.275840Z digest=sha256:460826e330a02b21142d869fe48bbc7811839e2910b39b87df29e9ee58b0fdfe

Observation f6a742f9-f3c2-4f86-83de-38db7ca1d78b · inbound

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

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 67

Resolution
verified exact
local_arxiv, observed 2026-07-01T21:16:14.128178Z

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.

source=arxiv_source observed=2026-06-28T17:15:10.960549Z digest=sha256:4389df16a323866cbfef2f406edf1405134c269483621e19939679c4b12c1e46

Observation 93885ebc-464c-487e-a44c-254a0751d3e9 · inbound

SkillSmith: Co-Evolving Skills and Tools for Self-Improving Agent Systems cites this paper.

SkillSmith: Co-Evolving Skills and Tools for Self-Improving Agent Systems CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 16

Resolution
metadata mismatch
local_arxiv, observed 2026-06-28T17:02:24.408698Z

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.

source=pdf_text observed=2026-06-28T16:56:40.985469Z digest=sha256:a7b3a68fc3995d9323a6c857393a7d60dbb8e4c7876975e4710fc7cc00ed90ca

Observation 4f692f37-5dd4-4a73-b2b4-208aa7e4748d · inbound

OpenSkill: Open-World Self-Evolution for LLM Agents cites this paper.

OpenSkill: Open-World Self-Evolution for LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-07-02T13:56:59.863953Z

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.

source=arxiv_source observed=2026-06-28T00:47:38.201358Z digest=sha256:f2ad4c77d462e940d3f79e0f6de0991288d1f2eaba1cfcb1d689a7b2a4a82da3

Observation c646efd1-84bf-4140-b7a4-5152cf5b5e97 · inbound

POISE: Position-Aware Undetectable Skill Injection on LLM Agents cites this paper.

POISE: Position-Aware Undetectable Skill Injection on LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 48

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T21:17:24.388356Z

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.

source=arxiv_source observed=2026-06-27T19:52:23.006490Z digest=sha256:da8c6fcbcc4784b37ab3b107470c33878d55005020e786b1ceb7432f94fd0566

Observation 1f58cbe1-ae32-40d0-8ecf-ab1507d6ccd1 · inbound

Co-Evolving Skill Generation and Policy Optimization cites this paper.

Co-Evolving Skill Generation and Policy Optimization CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-07-02T22:57:25.901517Z

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.

source=pdf_text observed=2026-06-27T18:37:00.015083Z digest=sha256:06b27e63de7024fafe5dda7d0b78daac1dfc716c24bdd0de6491a72642f6e80e

Observation 2b5712b6-e536-4838-915c-688d4c51400a · inbound

Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory cites this paper.

Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 87

Resolution
verified exact
local_arxiv, observed 2026-07-03T01:07:30.906673Z

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.

source=pdf_text observed=2026-06-27T16:45:30.431403Z digest=sha256:592e2afb9280bee987403c334d2fbcc64183dff8391a2aad635cfde7f9e7919a

Observation 48785925-d61a-41f3-a8dd-7687aef74068 · inbound

SkillCAT: Contrastive, Assessment-Augmented and Topology-AwareSkill Self-Evolution for LLM Agents cites this paper.

SkillCAT: Contrastive, Assessment-Augmented and Topology-AwareSkill Self-Evolution for LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 18

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T15:18:34.000461Z

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.

source=pdf_text observed=2026-06-27T06:32:15.438338Z digest=sha256:035b656c611c4e1cb7d769bf8c17bcd066e8625eaadaa14ca66141c111146136

Observation 013c614b-7abc-4c58-a485-5c2cd8730ff3 · inbound

SkillCAT: Contrastive, Assessment-Augmented and Topology-AwareSkill Self-Evolution for LLM Agents cites this paper.

SkillCAT: Contrastive, Assessment-Augmented and Topology-AwareSkill Self-Evolution for LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-02T11:41:01.918349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T11:41:01.918349Z digest=sha256:47fc902c96a2a35a0a9fe124dcda57169b79c4c68264022fb394bbdcdc0c2ef2

Observation 3b2e2464-ebbe-452e-9ba7-7fb3507fe394 · 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 CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 67

Resolution
metadata mismatch
local_arxiv, observed 2026-06-28T22:42:46.452071Z

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.

source=arxiv_source observed=2026-06-28T22:39:46.592592Z digest=sha256:2c0be8d6fe010994a4ec1f2b72e4ee58d5df5be32cb7154f5762b6af95ecff3a

Observation 2272ef66-7e24-430f-8b9e-7ca4c29e71ec · inbound

MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems? cites this paper.

MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems? CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 76

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T09:59:45.528533Z

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.

source=arxiv_source observed=2026-06-26T09:15:50.722199Z digest=sha256:3051d89be616cf238238d32a6130525f47b3217ff72932da00cb93ea3fc02fdf

Observation 26cac01f-5be3-49ed-86ea-13d92b7049b2 · inbound

EvoRec: Self Evolving Agentic Recommender Systems cites this paper.

EvoRec: Self Evolving Agentic Recommender Systems CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-06-30T10:54:36.710701Z

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.

source=pdf_text observed=2026-06-30T10:47:52.156114Z digest=sha256:a7bf27adba1ba6625572c889b7ec6c156fa557b8660bf8dc596a22f144fd07a1

Observation f3759f3d-050f-4798-808f-660edd1e4c8b · inbound

Parametric Skills cites this paper.

Parametric Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-06-30T06:24:19.069732Z

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.

source=pdf_text observed=2026-06-30T06:21:09.820376Z digest=sha256:1b8ef13b7b4f770bf6348e8056eccc314ebd61d9a62df2e76c6cb1318de5cd99

Observation 3837e7a3-f39f-42de-a0aa-b66941a37466 · inbound

SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use cites this paper.

SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-07-03T14:18:22.379566Z

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.

source=pdf_text observed=2026-07-03T14:18:01.067727Z digest=sha256:8d9019295700f44a0ef1420842064cc4f22ce459ef2c9372a83040c96bc7f1fb

Observation abbeee77-7f52-4789-bd8a-9db2600b312b · inbound

Who&When Pro: Can LLMs Really Attribute Failures in AI Agents? cites this paper.

Who&When Pro: Can LLMs Really Attribute Failures in AI Agents? CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-14T01:10:44.920887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T01:10:44.920887Z digest=sha256:3333a3b5860574bedbb985388465045ba731c5b81a1a33f5705b8468cbde53ee

Observation 3fdeca6a-0507-4576-8215-377ff6f2dc93 · inbound

Self-Authored Verification Is Unreliable in Heuristic Self-Improving Agents cites this paper.

Self-Authored Verification Is Unreliable in Heuristic Self-Improving Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-31T18:50:52.636813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T18:50:52.636813Z digest=sha256:ce0afe1dde51ddb90a5fba32e9e6731a56968ee114ea10806897b9fb107dcb43

Observation 6b0abd90-d85a-4c4d-b924-d875d67a5819 · inbound

HiSkill: Empowering LLM Agents with Hierarchical Skill Graphs cites this paper.

HiSkill: Empowering LLM Agents with Hierarchical Skill Graphs CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-01T01:19:25.310027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:19:25.310027Z digest=sha256:db063e42f837f7249628ca79382fe6817127d52c4a2760342f321ce21e80d3bd

Observation ec822c90-01ef-45d6-8fc0-23bdbd9d5f5a · 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 CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-01T11:46:03.109144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T11:46:03.109144Z digest=sha256:b00f1dec40aa7a26eab5bd95e2a1b3ef588ec2cf525bd2e45c49bd436a2de275

Observation a0391fec-53e9-4a63-9af2-45d9d10a789f · inbound

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

SkillMentor: LLM Agent Self-Evolution via Learning Blind-Spot Diagnosis CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-01T08:53:21.010061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:53:21.010061Z digest=sha256:cdce738ff2e42e476cdd80c6b3b9ea822d52368344297c94ba4dd708ed471495

Observation 65342bba-3ba6-4602-8427-17bf0f3e6a31 · inbound

VeriSkill: A Self-Evolution Framework for Program Verification Skills cites this paper.

VeriSkill: A Self-Evolution Framework for Program Verification Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T02:26:36.381189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T02:26:36.381189Z digest=sha256:8ed6ca8f7495f8ea1da478865c36755da50869a30e008df4178eea7c8c738a02

Observation ce894af9-884a-42ad-8ecd-887bbeded087 · inbound

Self-Supervised Skill Optimization cites this paper.

Self-Supervised Skill Optimization CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-03T00:30:35.814935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T00:30:35.814935Z digest=sha256:87890b3e97a181651507201f9a86ae4998f8fab5abbbd8d3aa8eb395fb04fdbc

Observation 73c0e626-22c4-4d1a-bdf7-1d7788c7b638 · 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 CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-03T06:33:47.703104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:33:47.703104Z digest=sha256:c7e9d63ad18c901fc635156a27bb2e90131e7c5ae34ab027d2842fd00f127be1

Observation c1ef6d1b-b4f5-49c4-bb6c-3a71d85ddd94 · inbound

Agentic Commerce World: An Auditable and Verifiable Environment for Vibe Commerce cites this paper.

Agentic Commerce World: An Auditable and Verifiable Environment for Vibe Commerce CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-04T07:18:20.603596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T07:18:20.603596Z digest=sha256:3efbea76d4806b15eaca9443bdda58f31755e90cb1639a79576df33c657502e3