Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:38:43.670203Z
Paper Citation Record · LEDGER
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses?
As of 10 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2608.04828.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
26 of 26 outbound references displayed
- verified exact1
- verified fuzzy6
- unresolved19
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a4266c2f-6900-4907-be5e-e97ba459722a · outbound
This paper cites Large Language Model Agent: A Survey on Methodology, Applications and Challenges.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Large Language Model Agent: A Survey on Methodology, Applications and Challenges
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:41.370321Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7589ae9d-d7f5-4bd1-90c8-da0b6ae5b8af · outbound
This paper cites Theagentcompany: benchmarking llm agents on consequen- tial real world tasks.Advances in Neural Information Processing Systems, 38, 2026.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Theagentcompany: benchmarking llm agents on consequen- tial real world tasks.Advances in Neural Information Processing Systems, 38, 2026
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:38:46.467109Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 80bb1fca-ef73-4483-a08a-a46343d5056e · outbound
This paper cites Skill-R1: Agent Skill Evolution via Reinforcement Learning.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Skill-R1: Agent Skill Evolution via Reinforcement Learning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:41.569596Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f1ac2f4-bfda-4d8d-9d64-fb38090d1ccb · outbound
This paper cites Agent skills: A data-driven analysis of claude skills for extending large language model functionality.arXiv preprint arXiv:2602.08004, 2026.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Agent skills: A data-driven analysis of claude skills for extending large language model functionality.arXiv preprint arXiv:2602.08004, 2026
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:41.769513Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a87d7b9-7bd6-48a7-96b4-fb039b38cb34 · outbound
This paper cites SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:41.966146Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cf06d0b-ed6a-4d69-8d5c-d4b138ca2a04 · outbound
This paper cites SkillLearnBench: Benchmarking Continual Learning Methods for Agent Skill Generation on Real-World Tasks.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? SkillLearnBench: Benchmarking Continual Learning Methods for Agent Skill Generation on Real-World Tasks
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:42.040035Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90ac718d-d84d-4824-acef-9aeb41f4943a · outbound
This paper cites Orga- nizing, orchestrating, and benchmarking agent skills at ecosystem scale.arXiv preprint arXiv:2603.02176, 2026.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Orga- nizing, orchestrating, and benchmarking agent skills at ecosystem scale.arXiv preprint arXiv:2603.02176, 2026
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:42.079299Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0ee1b70-516b-47a8-9423-c4facdd1a8ff · outbound
This paper cites Skillnet: Create, evaluate, and connect ai skills.arXiv preprint arXiv:2603.04448, 2026.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Skillnet: Create, evaluate, and connect ai skills.arXiv preprint arXiv:2603.04448, 2026
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:42.169353Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a58fb1c1-d4fd-4fbf-9923-db935930c6b9 · outbound
This paper cites Autoskill: Experience-driven lifelong learning via skill self-evolution.arXiv preprint arXiv:2603.01145, 2026.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Autoskill: Experience-driven lifelong learning via skill self-evolution.arXiv preprint arXiv:2603.01145, 2026
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:42.251238Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 075b6390-617e-4a08-86a9-68a5ad758c82 · outbound
This paper cites Memento-skills: Let agents design agents.arXiv preprint arXiv:2603.18743, 2026.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Memento-skills: Let agents design agents.arXiv preprint arXiv:2603.18743, 2026
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:42.343681Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bc841d7-9ea7-4f04-a959-4cd49f36f544 · outbound
This paper cites SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T15:38:43.949998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 36817ce0-c3c4-4a23-871f-a55c30c2e68d · outbound
This paper cites Instruction-Following Evaluation for Large Language Models.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Instruction-Following Evaluation for Large Language Models
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:42.552670Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 606233ca-dde7-41df-8d6f-d25fc75a3a00 · outbound
This paper cites Followbench: A multi-level fine-grained constraints following benchmark for large language models.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Followbench: A multi-level fine-grained constraints following benchmark for large language models
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:38:46.246312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d2ce020d-3290-40f0-86f7-c18c856f7429 · outbound
This paper cites Infobench: Evaluating instruction following ability in large language models.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Infobench: Evaluating instruction following ability in large language models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:42.724332Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf969f85-d06d-4fc5-b477-7d19481f3089 · outbound
This paper cites Benchmarking complex instruction-following with multiple constraints composition.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Benchmarking complex instruction-following with multiple constraints composition
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:38:46.007953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 07c56e30-fdd0-4fbd-bf28-edf6934c4a1c · outbound
This paper cites Agentif: Benchmarking large language models instruction following ability in agentic scenarios.Advances in Neural Information Processing Systems, 38, 2026.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Agentif: Benchmarking large language models instruction following ability in agentic scenarios.Advances in Neural Information Processing Systems, 38, 2026
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:38:45.742772Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c2026e00-7ded-4a48-b435-ab6447975160 · outbound
This paper cites Stop Comparing LLM Agents Without Disclosing the Harness.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Stop Comparing LLM Agents Without Disclosing the Harness
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:42.965973Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 395af4c8-0ea7-40dd-9ffb-33525113c553 · outbound
This paper cites Harness-Bench: Measuring Harness Effects across Models in Realistic Agent Workflows.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Harness-Bench: Measuring Harness Effects across Models in Realistic Agent Workflows
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:43.056799Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3470191b-dca1-4e18-8fc5-7d464a915668 · outbound
This paper cites Sysbench: Can llms follow system message? InThe Thirteenth International Conference on Learning Representations, 2024.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Sysbench: Can llms follow system message? InThe Thirteenth International Conference on Learning Representations, 2024
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:38:45.568923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a5877146-a186-4571-8180-498013d79e94 · outbound
This paper cites Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:43.205719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa05d250-1d29-4d0f-89e4-cd52dd829559 · outbound
This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Judging llm-as-a-judge with mt-bench and chatbot arena
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:43.274595Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 581b78c4-ada0-4025-b4bf-4daf605c7e84 · outbound
This paper cites SOPBench: Evaluating Language Agents at Following Standard Operating Procedures and Constraints.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? SOPBench: Evaluating Language Agents at Following Standard Operating Procedures and Constraints
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:38:43.353203Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4200e5b6-42e8-4fd7-90d2-5fa0a37f6bd6 · outbound
This paper cites an unresolved cited work.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:38:45.416713Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 486e0e27-5156-4bdc-a184-fe574b52ac5a · outbound
This paper cites an unresolved cited work.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:38:45.104227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b6bc6ce9-2d16-4f92-a12c-2763c6f3590f · outbound
This paper cites an unresolved cited work.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T15:38:44.786035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 115f6e3a-ae6c-4593-bd56-6b6c61ec52f1 · outbound
This paper cites pdftk-server.
Skill-Use: Can LLMs Actually Use Skills in Agentic Harnesses? pdftk-server
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T15:38:44.514436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
No inbound Pith citation observations are available.