Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-12T01:12:52.837729Z
Paper Citation Record · LEDGER
As of 4 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 1 inbound Pith citation observation for arXiv:2605.08386.
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 2026-05-12T01:12:52.837729Z
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 2026-06-26T10:33:38.479357Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T09:09:42.613071Z
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 57522ceb-e295-4061-9f11-34789cd0a780 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents EvoSkill: Automated Skill Discovery for Multi-Agent Systems
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 a0fec300-056b-41d5-92e1-ad4e70e3e2eb · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Towards Explorative IRBL: Combining Semantic Retrieval with LLM-driven Iterative Code Exploration
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 feecc871-3994-43d5-a226-e4efa786779d · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning
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 eeb3198a-6d00-47b1-b397-e34dbbe39fdd · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
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 46c37497-a9cf-499b-9561-375dcdae961a · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Memory for autonomous llm agents: Mechanisms, evaluation, and emerging frontiers
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 87e3953d-33c6-4358-a19d-1ef9b541192e · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents 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 e9a19f67-02b7-4f58-ab04-4e1e4ce2f40c · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Memp: Exploring Agent Procedural Memory
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 f86c1a74-52bd-4df0-887b-27d0edb9696c · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents On three-layer architectures
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 8a392232-8be9-4792-870a-d37aafd58698 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Liu, Jongwook Choi, Sungryull Sohn, Yao Fu, Jaekyeom Kim, Dong-Ki Kim, Xinhe Wang, Jaewon Yoo, and Honglak Lee
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 679039bc-7cdd-4a9a-93ea-ae5b88f5dfe2 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents How Well Do Agentic Skills Work in the Wild: Benchmarking LLM Skill Usage in Realistic Settings
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 27780c4f-4788-43e5-9136-4241961d66bc · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Self-Refine: Iterative Refinement with Self-Feedback
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 9d0f598c-3ef0-4dbc-8918-e656370e005e · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents
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 0dc48e96-cfcc-4111-a43a-e108fc73a544 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Nemhauser, Laurence A
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 e9552e0b-ada8-449a-b064-4c86d6453120 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Rodrigo Nogueira, Zhiying Jiang, Ronak Pradeep, and Jimmy Lin
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 c0784a5b-b237-4a40-a8b8-082810c7d5e0 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering , pages =
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 22dc39b9-99a3-48d2-9b88-2cbda3a56e9b · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Saha, Matthew Lease, Sarfraz Khurshid, and Dewayne E
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 0985674b-1fd0-4867-8868-2d59c50e9f6c · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Toolformer: Language Models Can Teach Themselves to Use Tools
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 d40dc9a2-dede-45f1-9c6f-d598b3343ace · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Reflexion: Language Agents with Verbal Reinforcement Learning
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 e0869102-d860-40c8-b170-8258cf882157 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Alfworld: Aligning text and embodied environments for interactive learning
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 0ddfef04-16ab-4b2d-9c84-0c1a01b342d9 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Sutton, Doina Precup, and Satinder Singh
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 c167eb1e-ab13-4918-b1c9-0722a2b3f758 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents FeUdal networks for hierarchical reinforcement learning
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 41e8cff7-3cbc-4bd4-b8f8-9d5689ae9437 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents V oyager: An open-ended embodied agent with large language models
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 5b59125d-bbf4-44c5-8491-3b5572181227 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Executable Code Actions Elicit Better LLM Agents
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 647dd486-b5ac-4ab7-a6f9-13a9c1841988 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Agentless: Demystifying LLM-based Software Engineering Agents
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 7d5ae003-e008-4785-9ed4-3d7c49be7195 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward
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 2092ed85-0895-4a43-8cdd-79fe1bbf10e7 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents A-MEM: Agentic Memory 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 9fa6e187-d430-44c8-befe-3834d300d678 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
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 f22b4ef0-f3fa-4e2b-8ad2-c9a0ba31c109 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Autoskill: Experience-driven lifelong learning via skill self-evolution
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 b62bdb4e-4fc0-4fab-a812-b31b60da271a · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents ReAct: Synergizing reasoning and acting in language models
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 a4be8f94-e424-4cc1-8d02-802baacbe6c8 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents RepoCoder: Repository-level code completion through iterative retrieval and generation
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 c20ed225-a3af-4cc2-9b3b-a115a5a3e633 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation
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 de16302c-582e-431a-874f-e98ee11abcfb · outbound
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 f1cdb53a-de13-4428-97a5-dcb17c5f2f6e · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents AutoCodeRover: Autonomous Program Improvement
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 affbda87-69bf-471d-a9b3-6387e44a83d1 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents arXiv preprint arXiv:2509.25242 , year=
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 7475f842-4c24-40c5-afbd-e1379ffc3f80 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents A Survey on the Memory Mechanism of Large Language Model based Agents
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 46081942-6dc0-45a7-8168-9a78a9d940bc · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents target_host
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 875bbe01-4681-4048-aff6-8a6f7f9d2057 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents SkillRouter: Skill Routing for LLM Agents at Scale
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 4591eaca-1a82-4a88-b4ec-bc6edafa0cc4 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents MemoryBank: Enhancing Large Language Models with Long-Term Memory
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 4019ec0d-349e-421c-be6d-39d9ae961b0b · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents does not start with
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 bb52a587-c87e-4401-8984-e2f4382e25b9 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Unresolved cited work
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 dc61e6ab-a04b-4fd4-b925-1138c0103408 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Unresolved cited work
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 b08d283c-caa0-4814-8231-2cec7aa062ea · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Unresolved cited work
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 bf77df6c-3792-4b61-93ca-1b80dff73e12 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents 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 1ab811a2-326a-4df8-8daf-b23cab1c34d9 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents 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 eb9ffad1-7a9d-497a-a275-dea9c162b8bc · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents 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 b8dc1acb-273c-4722-8771-0638d5ff7ecd · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents 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 1b634f6c-7245-47c7-b4d0-af88f6b4e9d6 · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents 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 b56dfc7c-6aae-408f-8eda-2d608df3109a · outbound
SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents Unresolved cited work
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 0d955a73-d0de-40aa-b787-3d9fddf2f6de · inbound
SkillAudit: From Fixed-Suite Benchmarking to Skill-Centered Assessment SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents
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.