Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T21:39:53.022591Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T21:39:53.022591Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T07:18:20.603596Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T12:15:01.137692Z
16 of 16 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation bc56bd5b-1543-47bb-862c-1176934d1534 · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification The evolved skills are structured multi-file packages installed before agent test
Reference 1
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 ce233a85-765b-453e-9b74-4c6847adcccc · outbound
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
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 2fd8072a-d85d-4b6e-a88a-a840b2b06fa8 · outbound
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
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 89b2f557-84dd-4c71-af3a-090aa71da324 · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification refine candidates
Reference 4
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 7d54bbc6-2fca-4c97-a63a-5cb54b80150d · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Unresolved cited work
Reference 5
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 6c812ef9-962f-4ca5-8dbc-0ec3d6f13ef3 · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Unresolved cited work
Reference 6
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 fcf4d40b-0901-4c5b-b769-2058d98cb498 · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification evo-*" skills, load them FIRST: {{
Reference 7
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 e4bbeac3-15aa-440c-bf6f-7a36096c6cdc · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Under review
Reference 8
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 6a1ad874-774f-4ffb-8396-5eb98bbd4d42 · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Use installed tools rather than assuming what is available
Reference 9
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 92f26781-f7e7-4694-8832-7743a7615e61 · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification load_skill
Reference 10
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 3b40fc4f-f2f3-43f1-a1c3-be94f877d038 · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification from evo_xxx.scripts
Reference 11
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 8fb383ab-7885-446b-8190-ae7996e21c23 · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification load_skill
Reference 12
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 e899dc5b-595f-47bb-9a1f-04fe5d8ed042 · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Analyze the failure details provided by the host b
Reference 13
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 dd951349-230f-47da-bc38-aa76a65ae484 · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification Unresolved cited work
Reference 14
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 42586df0-d99d-48c9-af70-ba65ef238fdd · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification If any are unchecked, complete them NOW before signaling task_complete
Reference 15
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 716a6c96-9d6b-435c-bb39-5f8632285754 · outbound
CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification CONTEXT BUDGET REACHED
Reference 16
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 7cce30c4-e0d9-436a-a418-87a8733059f7 · inbound
Beyond Task Completion: A Verification-vs.-Conformance Gap in Tool-Evolving Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4781ac11-66b4-4192-9597-eeb434567b2e · inbound
SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 10
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 8977c612-743e-4240-ad7d-04d9873fc67f · inbound
SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 10
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 25f43ce8-114a-48c1-9a0c-2421d6e73c5d · inbound
GAM: Hierarchical Graph-based Agentic Memory for LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 31
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 69e55387-015e-4ed6-a000-34e79c2f062d · inbound
EvoAgent: An Evolvable Agent Framework with Skill Learning and Multi-Agent Delegation CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 4
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 43d35cce-2184-4f72-b5ce-14b88a25ee5f · inbound
ClawTrace: Cost-Aware Tracing for LLM Agent Skill Distillation CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 3
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 cea81442-0ea7-4520-adef-99e3378d4da1 · inbound
From Context to Skills: Can Language Models Learn from Context Skillfully? CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 48
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 c4642429-c193-43db-98ee-dc6147cda53f · inbound
From Context to Skills: Can Language Models Learn from Context Skillfully? CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36ad6a79-0265-4b17-95f1-606216b641af · inbound
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 107
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 fa2d0e05-1e49-46e7-90ee-740a981e24b1 · inbound
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 100
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 de16302c-582e-431a-874f-e98ee11abcfb · inbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 32
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 024cfd50-c81c-4fad-b037-48485e15c4f5 · inbound
SkillMaster: Toward Autonomous Skill Mastery in LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 17
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 9194e1c3-be1e-49fa-bbe2-610ce26492bf · inbound
SkillMaster: Toward Autonomous Skill Mastery in LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 17
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 8b4038d9-9286-4e73-b357-2fc8cc8b90d3 · inbound
Ace-Skill: Bootstrapping Multimodal Agents with Prioritized and Clustered Evolution CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 26
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 cc3bbd80-c143-47e1-a0b0-8c650ee9918d · inbound
Evolutionary Ensemble of Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 33
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 c65b2211-1aa6-4dcb-936c-7b777090e3b3 · inbound
Evolutionary Ensemble of Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 41
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 b9cb1f96-582c-4aa9-a81b-6abf78d0477c · inbound
SkillGen: Verified Inference-Time Agent Skill Synthesis CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 17
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 ebf47576-6e71-4e33-b503-918e8c8a7545 · inbound
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 70
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 f6b615be-44b5-4244-bbe1-7166c43fcdf4 · inbound
AgentCo-op: Retrieval-Based Synthesis of Interoperable Multi-Agent Workflows CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 28
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 a6ed66c6-85f8-495f-847d-776b17e259d0 · inbound
Residual Skill Optimization for Text-to-SQL Ensembles CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 49
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 1884b5f3-8b42-4c00-bf3a-020c01a803da · inbound
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
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 0e44af33-d94e-4772-b735-b650ead30050 · inbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 21
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 41827053-3c9e-4606-a798-a115ba0b2181 · inbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 21
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 31d404c4-f7f1-4203-8ab5-046aafd55fac · inbound
Harnessing AtomisticSkills for Agentic Atomistic Research CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 118
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 c8d45707-d7c2-44f0-a562-b00d165f67b9 · inbound
SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 26
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 5f1c84c0-9468-4cfd-97a2-48a96d997ded · inbound
Distributionally Robust Set Representation Learning Under Inference-Time Element Corruption CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 14
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 f6a742f9-f3c2-4f86-83de-38db7ca1d78b · inbound
SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 67
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 93885ebc-464c-487e-a44c-254a0751d3e9 · inbound
SkillSmith: Co-Evolving Skills and Tools for Self-Improving Agent Systems CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 16
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 4f692f37-5dd4-4a73-b2b4-208aa7e4748d · inbound
OpenSkill: Open-World Self-Evolution for LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 23
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 c646efd1-84bf-4140-b7a4-5152cf5b5e97 · inbound
POISE: Position-Aware Undetectable Skill Injection on LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 48
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 1f58cbe1-ae32-40d0-8ecf-ab1507d6ccd1 · inbound
Co-Evolving Skill Generation and Policy Optimization CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 43
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 2b5712b6-e536-4838-915c-688d4c51400a · inbound
Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 87
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 48785925-d61a-41f3-a8dd-7687aef74068 · inbound
SkillCAT: Contrastive, Assessment-Augmented and Topology-AwareSkill Self-Evolution for LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 18
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 013c614b-7abc-4c58-a485-5c2cd8730ff3 · inbound
SkillCAT: Contrastive, Assessment-Augmented and Topology-AwareSkill Self-Evolution for LLM Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b2e2464-ebbe-452e-9ba7-7fb3507fe394 · inbound
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
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 2272ef66-7e24-430f-8b9e-7ca4c29e71ec · inbound
MAS-PromptBench: When Does Prompt Optimization Improve Multi-Agent LLM Systems? CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 76
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 26cac01f-5be3-49ed-86ea-13d92b7049b2 · inbound
EvoRec: Self Evolving Agentic Recommender Systems CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 35
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 f3759f3d-050f-4798-808f-660edd1e4c8b · inbound
Parametric Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 27
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 3837e7a3-f39f-42de-a0aa-b66941a37466 · inbound
SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 17
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 abbeee77-7f52-4789-bd8a-9db2600b312b · inbound
Who&When Pro: Can LLMs Really Attribute Failures in AI Agents? CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fdeca6a-0507-4576-8215-377ff6f2dc93 · inbound
Self-Authored Verification Is Unreliable in Heuristic Self-Improving Agents CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b0abd90-d85a-4c4d-b924-d875d67a5819 · inbound
HiSkill: Empowering LLM Agents with Hierarchical Skill Graphs CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec822c90-01ef-45d6-8fc0-23bdbd9d5f5a · inbound
Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0391fec-53e9-4a63-9af2-45d9d10a789f · inbound
SkillMentor: LLM Agent Self-Evolution via Learning Blind-Spot Diagnosis CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65342bba-3ba6-4602-8427-17bf0f3e6a31 · inbound
VeriSkill: A Self-Evolution Framework for Program Verification Skills CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce894af9-884a-42ad-8ecd-887bbeded087 · inbound
Self-Supervised Skill Optimization CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73c0e626-22c4-4d1a-bdf7-1d7788c7b638 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1ef6d1b-b4f5-49c4-bb6c-3a71d85ddd94 · inbound
Agentic Commerce World: An Auditable and Verifiable Environment for Vibe Commerce CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.