Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T16:26:23.130418Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 31 inbound Pith citation observations for arXiv:2605.23904.
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 2026-06-30T16:26:23.130418Z
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 2026-08-04T01:12:36.013114Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T16:59:57.822322Z
81 of 81 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation de88212e-5d9e-47c1-a0b5-af3a3a3ce524 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills ReAct: Synergizing Reasoning and Acting in Language Models
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 1dcd5799-0cfd-4085-a7d1-57b9b4f17bf6 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Toolformer: Language models can teach themselves to use tools.Advances in neural information processing systems, 36: 68539–68551
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 fbd27cb0-44d7-45db-b682-f67c31fabe92 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Voyager: An Open-Ended Embodied Agent with Large Language Models
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 a7826b8b-6180-4e08-a477-f67bf057c8af · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Swe-agent: Agent-computer interfaces enable automated software engineering.Advances in Neural Information Processing Systems, 37:50528–50652
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 693001c1-3957-49c4-b021-b0ad432c9037 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Large language models as optimizers
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 1abcc3ab-3121-4634-9f9e-182ac09d6aeb · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
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 0e782bc7-0c3d-40d3-aa7f-a8f97e03d180 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks
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 ca56205a-3df2-486c-821b-40abbf91212a · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills SoK: Agentic Skills -- Beyond Tool Use in LLM Agents
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 4d59a2ef-e667-4d27-9056-4a0f4eaf64e7 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills
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 b3b9560f-7049-4229-95a2-e23db0deb3f4 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills EvoSkill: Automated Skill Discovery for Multi-Agent Systems
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 5f585fd4-9aa4-4606-9ae1-2360efd4b347 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills SkillForge: Forging Domain-Specific, Self-Evolving Agent Skills in Cloud Technical Support
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 2df4aaed-dba5-48c9-a594-227622e758f8 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills SKILLFOUNDRY: Building Self-Evolving Agent Skill Libraries from Heterogeneous Scientific Resources
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 cad71035-c7e0-468d-b142-120a3d1e443e · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
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 5e883b72-542b-4d04-8766-542770b5d29f · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Omni-math: A universal olympiad level mathematic benchmark for large language models
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 f66cc439-9b5f-4175-9773-67ea13d92506 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models
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 e109a3c7-845c-483a-b014-680b33777280 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Abstral: Automatic design of multi-agent systems through iterative refinement and topology optimization
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 5f06bb11-ebcc-4c1f-b590-e8bb131900f5 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems
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 a788cb25-adb8-46d7-96a2-1b5f2233dfcb · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Autoskill: Experience-driven lifelong learning via skill self-evolution
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 f176cd48-f3c3-43e8-8519-d1000a4fcc0b · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills SkillX: Automatically Constructing Skill Knowledge Bases for Agents
Reference 19
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 8375726a-a814-4ec5-a30c-1977ced55c20 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Memp: Exploring Agent Procedural Memory
Reference 20
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 · outbound
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 5787670b-7ee5-416f-b461-f8546bbeb82b · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills SkillClaw: Let Skills Evolve Collectively with Agentic Evolver
Reference 22
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 19d6898b-1ce9-42ff-8968-9f1019040f06 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
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 71ba476e-baaa-400e-858d-d3c96916eadb · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Reinforcement Learning for Self-Improving Agent with Skill Library
Reference 24
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 1cee8527-bceb-491a-bd7b-9affaf57b4d7 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Autorefine: From trajectories to reusable expertise for continual llm agent refinement
Reference 25
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 51c09df6-9169-4d7b-b5f0-0343cd0febb0 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents
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 9b126b97-e01f-44c2-9126-8b89f4127c68 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
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 d768daad-a85c-46b4-9d50-834c20e00bec · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Re- flexion: Language agents with verbal reinforcement learning.Advances in neural information processing systems, 36:8634–8652
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 cf99934f-14c7-4ee0-950d-9ef219a506b6 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Self-refine: Iterative refinement with self-feedback.Advances in neural information processing systems, 36:46534– 46594
Reference 29
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 05fecf49-98eb-4300-8af7-c3737e5b3714 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine
Reference 30
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 5ef9852c-0c6f-4c6d-8aaf-1c8f328bc9ba · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Spreadsheetbench: Towards challenging real world spreadsheet manipulation.Advances in Neural Information Processing Systems, 37:94871–94908
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 e90f81df-a7ee-49d6-9d86-93cfd9b40546 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills doi:10.48550/arXiv.2603.08655 , url =
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 523f78fa-a5f9-4291-a99b-219421eb1e50 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Docvqa: A dataset for vqa on document images
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 0b05fef8-41ab-4e4e-bea4-b250fd51136c · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Livemathematicianbench: A live benchmark for mathematician-level reasoning with proof sketches
Reference 34
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 3164a793-6704-4036-a598-0325e18b17c2 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills {ALFW}orld: Aligning text and embodied environments for interactive learning
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 30439688-aa58-4189-af59-2b6122b80d99 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Introducing GPT-5.4, March 2026
Reference 36
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 bd05db81-7c33-4a6d-864e-d629d2087d62 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Qwen3.5: Towards native multimodal agents, February 2026
Reference 37
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 c1473a54-d495-47ba-bd01-fba308058df5 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Qwen3.6-35B-A3B: Agentic coding power, now open to all, April 2026
Reference 38
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 35f47edf-09bd-493f-b570-90e896ea1501 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Codex: A cloud-based software engineering agent
Reference 39
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 2ac4a423-59b0-4cd3-8c24-b5f613112d22 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Claude code: An ai coding agent system
Reference 40
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 fd1659e9-cae7-46f8-9932-a8d051292884 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills TextGrad: Automatic "Differentiation" via Text
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 c9ea771a-b5ce-4715-b67c-cedbffa9ef44 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems
Reference 42
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 a465a5a4-df5e-4df0-b765-7ad78faa3244 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
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 363b7bbc-f7ed-4b2a-92a3-b644a5001a90 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 44
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 59248f8a-88e3-4cb3-9a6f-65b096b71cf7 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 45
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 35a51556-7d78-40b8-818f-35176cc0b5a9 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 46
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 1c2dfba7-b208-47b1-b0e3-fb60a48e729b · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 47
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 410c8765-7b99-47f3-b01c-8a1ac144e9b2 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills batch_size
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 a8df2c77-d769-4ff0-8cb2-b779db08aa54 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
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 dcc1c86e-0478-4e5d-9903-15bf29e678f2 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 50
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 f03ef4c9-b3b7-4fab-bdfd-6cd5d3602c62 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 51
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 416cd7c5-1e04-4675-95f6-8e931a75198b · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Edits from only one patch may be discarded if task-specific
Reference 52
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 673b4097-aa0a-486b-a3c8-745342caada8 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 53
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 6b2dcd17-4f28-4856-a3f3-3d83a6606579 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 54
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 10a81e7e-7c82-43d2-b924-0eabe14135ab · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills reasoning
Reference 55
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 2f312906-a544-43c9-ab1e-7374209147c4 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 56
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 b4ab1a27-b2d4-4c01-9bd7-dc5172e8dc6b · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Only include edits for patterns NOT already in the skill
Reference 57
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 9e79cccd-9cda-40c6-90ad-9e55d11fcdb9 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 58
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 7d813290-cf08-42de-8601-4c844f802338 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 59
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 f529be35-477c-4635-b105-32f3b3063883 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills reasoning
Reference 60
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 d00f3ca3-81e2-45bd-b186-10e9c7922790 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 61
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 cd7db454-31da-4766-8ed2-edd82e09bc31 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 62
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 6b65f3df-70e5-4f6d-aa00-790e8e1bc847 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Failure-driven edits should be preserved unless they directly conflict with a well-supported success pattern
Reference 63
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 ef0c5166-f9d8-4bca-ac96-cac5cf96320d · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 64
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 dfe2ad09-dace-41b6-b568-2ea4b8164449 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 65
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 eefa41f5-84c0-4305-a213-0a791c479b39 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 66
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 b4c0364e-f60e-435a-be69-7a1cef21ee8c · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
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 6b15de53-f8a2-4c27-932d-289a93b41e8e · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills reasoning
Reference 68
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 9cbd468f-63be-4b34-9aca-51fa6e2e1482 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills A rule that fixes 50% of failures beats one that fixes a single edge case
Reference 69
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 8bd56349-3d7f-44a6-9b14-0bab876e8c73 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
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 292bf953-9b17-4984-b274-02e750bd3c28 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 71
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 9af1a943-7995-419b-a649-5a3ce8a369fa · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills reasoning
Reference 72
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 98bc35a0-2ddb-4e59-b5fd-4da9174c6b78 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 73
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 582176b0-048e-4a85-8889-802d5efe049d · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 74
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 50468e9b-987f-41bb-a242-515bd5c9f1ea · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills ## Your Process
Reference 75
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 886bd0f4-3a79-451f-98a4-361ce87225a1 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
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 cd215dcf-1922-4dab-8101-08bd08c4b9a1 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills When you encounter X, always do Y
Reference 77
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 187cf12f-2b3e-4a32-84db-a7205769d0c9 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 78
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 cce359fb-6c97-44ef-92d6-2c032f8045ea · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 79
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 57e22e1d-242a-4c3f-82f4-218147b81134 · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Unresolved cited work
Reference 80
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 4e309707-84ee-404d-b5de-4cb85fd07e0c · outbound
SkillOpt: Executive Strategy for Self-Evolving Agent Skills reasoning
Reference 81
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 d77978d5-dc56-4314-8ee7-c4aba6cbf0b6 · inbound
Governed Evolution of Agent Runtimes through Executable Operational Cognition SkillOpt: Executive Strategy for Self-Evolving Agent Skills
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 9587d49a-8a2c-4271-9a43-38a33bd35c0c · inbound
SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 63
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 62c75d5d-f6cc-4c7f-9d52-b92753b98e15 · inbound
VASO: Formally Verifiable Self-Evolving Skills for Physical AI Agents SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 29
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 d28b4df6-58fb-4856-8eeb-2206efa63bfd · inbound
Auto-Configuring Scientific Simulators with Lightweight Coding-Agent Adapters SkillOpt: Executive Strategy for Self-Evolving Agent Skills
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 e189d9a0-41bc-4433-b073-ab04749dfe2e · inbound
Auto-Configuring Scientific Simulators with Lightweight Coding-Agent Adapters SkillOpt: Executive Strategy for Self-Evolving Agent Skills
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 fa88216c-5ed6-4203-8edb-303120e3c9e2 · inbound
SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior SkillOpt: Executive Strategy for Self-Evolving Agent Skills
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 999dd263-d25f-4d44-9515-6c2b4f5e62bd · inbound
A Framework for Evaluating Agentic Skills at Scale SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 46
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 c85ab127-0525-466f-9df0-936062a6fc4b · inbound
SoftSkill: Behavioral Compression for Contextual Adaptation SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 20
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 c42d4df2-d6e5-4338-aee0-1503b92d3e6e · inbound
Marginal Advantage Accumulation for Memory-Driven Agent Self-Evolution SkillOpt: Executive Strategy for Self-Evolving Agent Skills
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 c81822ed-a6ee-4dbf-857d-353e5ec3a117 · inbound
LemonHarness Technical Report SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 19
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 91f1075b-05e1-43d6-930b-5881beb7e6b2 · inbound
Odyssey: Constructing Verifiable Local Truth-Preserving Foundation Models SkillOpt: Executive Strategy for Self-Evolving Agent Skills
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 3dc5321c-237c-47f5-bba4-01dda7ce4b42 · inbound
SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use SkillOpt: Executive Strategy for Self-Evolving Agent Skills
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 f513317b-ca16-40f5-b8ce-e6ddba443ebf · inbound
SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfbc979b-fea2-4bb2-afae-0202106abf71 · inbound
ACE-Brain-0.5: A Unified Embodied Foundational Model for Physical Agentic AI SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 106
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 869a7c45-422c-4f0d-b449-a9e8b5753195 · inbound
Agentic Skill Optimization over Lie Algebroids SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d594732-5217-4ced-ae65-b54067d19cbd · inbound
Composable Trust for Language Models: A proven boundary and a measured defense SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e8c4786-601d-4c7b-a0ca-fa9e149b7647 · inbound
Verifiable Self-Evolution for Open-Ended Dialogue Skills via Future-Feedback Prediction SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ba2c27f-0633-4a81-928d-d04868e54b50 · inbound
Workflow-Localized Mechanism Learning: Attribution-Guided Repair and Knowledge Reuse for Structured Agent Skills SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00c14b36-2285-43d3-9665-e506044f8ef7 · inbound
The Regression Tax: Decomposing Why Skills Help and Hurt LLM Agents SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c01d3f1-0b67-4721-98cf-6de0fdfc3de0 · inbound
From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2202b651-88a5-4d02-80c1-0d5e248ca825 · inbound
A corrective agentic hybrid RAG and an operations-grounded evaluation for a scientific facility SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 679331ec-bda0-49d6-9c5d-b38a392e2028 · inbound
Agent Skills Matter: Inferring Proprietary Skills from Execution Trajectories SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adfcbf1f-0d11-48e0-84fe-21478f7d3bea · inbound
DecoEvo: Score-Decoupled Co-Evolution of Solver and Rubric-Generator Skills in Text Space SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7610b86e-b951-443d-b697-4723d06c2c3d · inbound
Voice Memory for Agentic Speech Recognition SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84dcec3b-61e8-4694-bcba-06018953c1e3 · inbound
Rethinking Self-Evolution: A Constrained Exploration-Exploitation Process for Mitigating Skill Overfitting SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b61be434-2d06-46dd-aa2b-719bbe066079 · inbound
SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58c50f37-0bc9-4e00-a530-d7fa7645891a · inbound
SkillMentor: LLM Agent Self-Evolution via Learning Blind-Spot Diagnosis SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d905212c-57ff-4383-a5df-3ca809bde45c · inbound
Training Skills Like Parameters via Self-Supervised Semantic Diffusion SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a651af3c-5304-44de-867f-78ba801cccdf · inbound
VeriSkill: A Self-Evolution Framework for Program Verification Skills SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f70f7660-6b9d-4732-850a-9aebf6423bee · inbound
Self-Supervised Skill Optimization SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3406787a-4e71-4b33-9ab7-b8a54d9deec6 · inbound
AgentStream: How Well Do Self-Evolving LLM Agents Perform Under Streaming Tasks? SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.