Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-25T03:53:56.643075Z
Paper Citation Record · LEDGER
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills
As of 4 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 5 inbound Pith citation observations for arXiv:2605.23899.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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 2026-08-01T11:46:01.287841Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T09:09:42.603867Z
Reference resolution
50 of 50 outbound references displayed
- verified exact17
- verified fuzzy26
- unresolved6
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e669775f-65e7-467d-beb3-f8f24a3d5344 · outbound
This paper cites Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T03:55:20.517790Z
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 de91fe16-2418-472f-bcd0-2ed694e28a5e · outbound
This paper cites Large Language Model Agent: A Survey on Methodology, Applications and Challenges.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Large Language Model Agent: A Survey on Methodology, Applications and Challenges
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T03:55:20.504052Z
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 c02f4460-ec8f-4605-b989-73fff9de92dd · outbound
This paper cites Claude Skills.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Claude Skills
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.861742Z
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 343db574-d642-4a6b-b835-cc3d0f7a56fa · outbound
This paper cites Autorefine: From trajectories to reusable expertise for continual llm agent refinement.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Autorefine: From trajectories to reusable expertise for continual llm agent refinement
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T03:55:20.497410Z
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 413cf517-5fb8-4684-a675-ce09d486aa4a · outbound
This paper cites Real-Time Procedural Learning From Experience for AI Agents.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Real-Time Procedural Learning From Experience for AI Agents
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T03:55:20.510224Z
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 afc5280c-78d0-4387-b533-aba5625b5b10 · outbound
This paper cites Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T03:55:20.457433Z
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 abfd5154-27be-4707-95f2-baf666fda339 · outbound
This paper cites EvoSkill: Automated Skill Discovery for Multi-Agent Systems.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills EvoSkill: Automated Skill Discovery for Multi-Agent Systems
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T03:55:20.463832Z
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 f3e91531-d93a-4a1e-8330-e195ab459237 · outbound
This paper cites SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T03:55:20.408598Z
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 1def89eb-23a1-41e9-8a3a-cd3f20b70ac9 · outbound
This paper cites Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T03:55:20.415001Z
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 · outbound
This paper cites CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification.
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.
Observation 0fc5b2ed-ce9b-412f-b1fd-3fbb32bd0f23 · outbound
This paper cites SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T03:55:20.470213Z
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 c68225d5-8f05-48c8-a2a8-af1f850d1b9a · outbound
This paper cites Swe-skills-bench: Do agent skills actually help in real-world software engineering?.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Swe-skills-bench: Do agent skills actually help in real-world software engineering?
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T03:55:20.482474Z
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 f7441475-defb-4425-ba2e-4ddc06fa3aca · outbound
This paper cites How Well Do Agentic Skills Work in the Wild: Benchmarking LLM Skill Usage in Realistic Settings.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills How Well Do Agentic Skills Work in the Wild: Benchmarking LLM Skill Usage in Realistic Settings
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T03:55:20.421047Z
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 88b963ef-6ee5-41d0-9e52-5aad98110488 · outbound
This paper cites Skillcraft: Can llm agents learn to use tools skillfully?.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Skillcraft: Can llm agents learn to use tools skillfully?
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T03:55:20.490012Z
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 52275842-cf8a-41cf-a870-6a7460287d4f · outbound
This paper cites Memp: Exploring Agent Procedural Memory.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Memp: Exploring Agent Procedural Memory
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T03:55:20.444539Z
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 5c0aca20-31ce-41dd-a7dc-473ffd770e1f · outbound
This paper cites Reinforcement Learning for Self-Improving Agent with Skill Library.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Reinforcement Learning for Self-Improving Agent with Skill Library
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T03:55:20.427936Z
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 f94f0d18-2b2b-4a8f-9dc7-2e23df1c5896 · outbound
This paper cites EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T03:55:20.450927Z
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 ee259b7b-a709-48eb-96cf-fe896ec76995 · outbound
This paper cites Organizing, orchestrating, and benchmarking agent skills at ecosystem scale.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Organizing, orchestrating, and benchmarking agent skills at ecosystem scale
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-25T03:55:20.476076Z
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 d9858169-8166-48a6-b3a4-6c7b18b59b2e · outbound
This paper cites Skillflow: Scalable and efficient agent skill retrieval system.arXiv e-prints, pages arXiv–2504.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Skillflow: Scalable and efficient agent skill retrieval system.arXiv e-prints, pages arXiv–2504
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.804689Z
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 3bb2499d-9549-457a-8b5b-d69e9de91964 · outbound
This paper cites {ALFW}orld: Aligning text and embodied environments for interactive learning.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills {ALFW}orld: Aligning text and embodied environments for interactive learning
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.808706Z
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 92f6a908-911a-4264-9bdf-2b2f1342c1a5 · outbound
This paper cites Spreadsheetbench: Towards challenging real world spreadsheet manipulation.Advances in Neural Information Processing Systems, 37:94871–94908.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Spreadsheetbench: Towards challenging real world spreadsheet manipulation.Advances in Neural Information Processing Systems, 37:94871–94908
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.857811Z
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 eb3f05a6-6c69-4658-99d6-61e186dfd20a · outbound
This paper cites SWE-bench: Can language models resolve real-world github issues? InThe Twelfth International Conference on Learning Representations.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills SWE-bench: Can language models resolve real-world github issues? InThe Twelfth International Conference on Learning Representations
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.887082Z
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 b0044844-124e-47b8-8041-e60c262e6a00 · outbound
This paper cites SealQA: Raising the bar for reasoning in search-augmented language models.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills SealQA: Raising the bar for reasoning in search-augmented language models
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.898028Z
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 43af86ea-e617-417e-b4df-2fdd79c2b0ab · outbound
This paper cites Patil, Huanzhi Mao, Charlie Cheng-Jie Ji, Fanjia Yan, Vishnu Suresh, Ion Stoica, and Joseph E.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Patil, Huanzhi Mao, Charlie Cheng-Jie Ji, Fanjia Yan, Vishnu Suresh, Ion Stoica, and Joseph E
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.903430Z
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 4616e706-4cc0-4adc-bed8-f8089b452238 · outbound
This paper cites Introducing GPT-5.4, March 2026.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Introducing GPT-5.4, March 2026
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.894152Z
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 019cd36c-d3ae-447c-93c3-643c38fd59bb · outbound
This paper cites Gemini 3.1 Pro model card, February 2026.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Gemini 3.1 Pro model card, February 2026
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T20:27:08.519061Z
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 986dfbeb-bc1c-4ef3-aafc-7d37e305abc9 · outbound
This paper cites Gemini 3.1 Flash-Lite model card, March 2026.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Gemini 3.1 Flash-Lite model card, March 2026
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.907263Z
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 611a6c27-52be-47fe-a2bf-d08c8ecaa6f7 · outbound
This paper cites Qwen3.5: Towards native multimodal agents, February 2026.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Qwen3.5: Towards native multimodal agents, February 2026
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.890686Z
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 6b206b01-4ff9-4f2e-a91e-1118ad695bcd · outbound
This paper cites What did this agent do RIGHT that other agents facing similar tasks should also do?.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills What did this agent do RIGHT that other agents facing similar tasks should also do?
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T20:27:08.499011Z
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 72266d13-bd03-4198-bc81-3512fc789a3f · outbound
This paper cites an unresolved cited work.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-05-25T20:27:08.501972Z
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 a1876d97-d6eb-4bca-8f5f-4b8eba4a5b37 · outbound
This paper cites an unresolved cited work.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-05-25T20:27:08.525979Z
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 936deaaa-9dad-43d1-b466-4aaed89cf76c · outbound
This paper cites an unresolved cited work.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-05-25T20:27:08.529636Z
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 202ac18f-a3b8-488c-8265-80718223e1a2 · outbound
This paper cites an unresolved cited work.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-05-25T20:27:08.532526Z
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 d1f2cb77-bf20-4cac-b44f-dafc0cba632c · outbound
This paper cites SpreadsheetBench: the agent writes Python code to manipulate Excel files and produce correct values in specified output cells.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills SpreadsheetBench: the agent writes Python code to manipulate Excel files and produce correct values in specified output cells
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T20:27:08.505822Z
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 082dd686-98b7-4773-b8ec-4674d1d19785 · outbound
This paper cites Dynamic Addressing: search for anchor data (e.g., column headers) to determine in- dices; never use hardcoded cell references.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Dynamic Addressing: search for anchor data (e.g., column headers) to determine in- dices; never use hardcoded cell references
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.849483Z
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 60a81262-a32d-4d76-a2a3-31dcd705e842 · outbound
This paper cites AvoidFormula Injection: writing formula strings does not trigger calculation engines in headless environments.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills AvoidFormula Injection: writing formula strings does not trigger calculation engines in headless environments
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.879102Z
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 b4a0545c-773d-4047-9180-0b670aef2f34 · outbound
This paper cites Reverse Iteration: when deleting or rearranging data, iterate bottom-to-top to avoid index- shifting errors.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Reverse Iteration: when deleting or rearranging data, iterate bottom-to-top to avoid index- shifting errors
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.870196Z
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 7e73a750-9cea-411c-a5d0-d42217da3539 · outbound
This paper cites Fail-Fast: if an intermediate step fails, simplify rather than patch.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Fail-Fast: if an intermediate step fails, simplify rather than patch
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T20:27:08.522377Z
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 5d85234d-dde8-4210-8e93-9bccf7c47fa3 · outbound
This paper cites Confirm what you are edit- ing and roughly where the relevant scope is before writing anything.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Confirm what you are edit- ing and roughly where the relevant scope is before writing anything
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.863638Z
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 fa082727-b1d4-41cc-bb24-151ff9bd5555 · outbound
This paper cites Determine exact deliverable: edited artifact, formulas vs values, write scope, preservation requirements.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Determine exact deliverable: edited artifact, formulas vs values, write scope, preservation requirements
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T20:27:08.509409Z
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 592145d3-2b77-47de-a87e-fb3269ebf830 · outbound
This paper cites Separate discovery, computation, muta- tion, and formatting.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Separate discovery, computation, muta- tion, and formatting
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.856205Z
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 fedb5868-d432-4e3f-ae52-31d7193c17d1 · outbound
This paper cites an unresolved cited work.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-05-25T18:07:07.844134Z
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 a5e92909-b5df-4a49-95ba-ddaf6854413d · outbound
This paper cites resolve the contract.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills resolve the contract
Reference 43
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-25T18:07:07.848555Z
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 964b718d-f51e-406c-8043-5f0292c4132e · outbound
This paper cites If not found, transition to an exhaustive sweep of ALL open surfaces and closed receptacles.Deep Inspec- tion: never merely observe the exterior of closed receptacles.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills If not found, transition to an exhaustive sweep of ALL open surfaces and closed receptacles.Deep Inspec- tion: never merely observe the exterior of closed receptacles
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.836301Z
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 4b9c5a32-ab4f-4264-8197-670142df9fa7 · outbound
This paper cites an unresolved cited work.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-05-25T18:07:07.827511Z
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 71a66855-c089-4e34-b020-63064a9d5e4d · outbound
This paper cites Incremental Fetch-and- Deliver: for multi-item tasks, use single-item fetch-and- deposit cycles.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Incremental Fetch-and- Deliver: for multi-item tasks, use single-item fetch-and- deposit cycles
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.845442Z
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 67bb391d-2b21-4f81-8beb-0735b7388cdb · outbound
This paper cites Translate the instruction into explicit predicates and act on them in order.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Translate the instruction into explicit predicates and act on them in order
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.874873Z
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 95eded84-5845-4777-a284-01a590ef189c · outbound
This paper cites Work backward from success and act on the earliest unmet prerequisite.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Work backward from success and act on the earliest unmet prerequisite
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.852051Z
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 ec06e937-b1e1-4143-ac27-cdecc1376871 · outbound
This paper cites Before key actions, make sure access and usability are in place.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Before key actions, make sure access and usability are in place
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.883336Z
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 efe3cd39-8220-4f2f-9500-cb6fee6ad7a2 · outbound
This paper cites groundthe goal.
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills groundthe goal
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-25T18:07:07.865626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation aef4b80f-725b-40da-9e85-8b575a83b064 · inbound
SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories cites this paper.
SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills
Reference 43
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T21:16:14.158050Z
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 7b41368c-88df-4783-94d8-890023495663 · inbound
Workflow-to-Skill: Skill Creation via Routing-Workflow-Semantics-Attachments Decomposition cites this paper.
Workflow-to-Skill: Skill Creation via Routing-Workflow-Semantics-Attachments Decomposition From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T17:17:14.938123Z
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 bf17a307-5bd0-4995-b5af-b76b33d4c312 · inbound
SkillAudit: From Fixed-Suite Benchmarking to Skill-Centered Assessment cites this paper.
SkillAudit: From Fixed-Suite Benchmarking to Skill-Centered Assessment From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills
Reference 16
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-04T09:09:42.605103Z
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 429f4b3e-fb8d-44f5-a6aa-5902f26e2baa · inbound
ACE-Brain-0.5: A Unified Embodied Foundational Model for Physical Agentic AI cites this paper.
ACE-Brain-0.5: A Unified Embodied Foundational Model for Physical Agentic AI From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills
Reference 107
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T19:16:57.396710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 999221b0-1c5c-4e5e-8f16-a889ba24a135 · 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 From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T11:46:01.287841Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.