Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:13:56.730181Z
Paper Citation Record · LEDGER
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories
As of 17 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2608.10319.
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 2026-08-17T06:30:58.91139+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
24 of 24 outbound references displayed
- verified exact2
- verified fuzzy0
- unresolved22
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 01ea7596-886c-46f9-ae7c-b7cd0fd03fcc · outbound
This paper cites EvoSkill: Automated Skill Discovery for Multi-Agent Systems.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories EvoSkill: Automated Skill Discovery for Multi-Agent Systems
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.636301Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d3111d4-c015-40f0-9c7a-e3a9ab50a81c · outbound
This paper cites Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.645228Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa903e01-57d0-42f7-9af4-d9dd1fd15c1d · outbound
This paper cites AdaMem: Learning What to Remember for Personalized Long-Horizon LLM Agents.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories AdaMem: Learning What to Remember for Personalized Long-Horizon LLM Agents
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-08-14T04:13:57.328448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7656ccd5-8762-4626-8825-53c1de1a5e9d · outbound
This paper cites SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.654307Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2a59b7d-c944-4db7-be24-eb4356b12b43 · outbound
This paper cites Swe-skills-bench: Do agent skills actually help in real-world software engineering?arXiv preprint arXiv:2603.15401,.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories Swe-skills-bench: Do agent skills actually help in real-world software engineering?arXiv preprint arXiv:2603.15401,
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.659179Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bc7a48f-ea04-44cf-9b53-018aadba8b31 · outbound
This paper cites SoK: Agentic Skills -- Beyond Tool Use in LLM Agents.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories SoK: Agentic Skills -- Beyond Tool Use in LLM Agents
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.664065Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dea87b96-f952-4238-aa19-f77be3e1e306 · outbound
This paper cites Swe-bench: Can language models resolve real-world github issues? InInternational Conference on Learning Representations, volume 2024, pages 54107–54157,.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories Swe-bench: Can language models resolve real-world github issues? InInternational Conference on Learning Representations, volume 2024, pages 54107–54157,
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.668437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e498e4e-3dce-42d8-9dd6-36f6c5217669 · outbound
This paper cites Learning personalized agents from human feedback.arXiv preprint arXiv:2602.16173,.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories Learning personalized agents from human feedback.arXiv preprint arXiv:2602.16173,
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.676858Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a930ae6-2cc4-4dc6-9f4d-e41b3415cade · outbound
This paper cites SkillForge: Forging Domain-Specific, Self-Evolving Agent Skills in Cloud Technical Support.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories SkillForge: Forging Domain-Specific, Self-Evolving Agent Skills in Cloud Technical Support
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.680457Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a08301d9-fe40-4eab-9f66-bc0ef9d60e6b · outbound
This paper cites Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.684089Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f592681-4399-49b4-be51-8a776eb79376 · outbound
This paper cites AutoRefine: Compiling Trajectories into Validated Typed Agent Artifacts.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories AutoRefine: Compiling Trajectories into Validated Typed Agent Artifacts
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.687582Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9949f86-ce4b-4940-bed0-e9c303c9fb0f · outbound
This paper cites SWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding Sessions.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories SWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding Sessions
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.691241Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbff1b4b-7029-44b9-a9ff-b7228c685cec · outbound
This paper cites SKILLFOUNDRY: Building Self-Evolving Agent Skill Libraries from Heterogeneous Scientific Resources.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories SKILLFOUNDRY: Building Self-Evolving Agent Skill Libraries from Heterogeneous Scientific Resources
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.695089Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34b867e6-a0e6-4841-8b88-0535d2a8e5be · outbound
This paper cites Programming by chat: A large-scale behavioral analysis of 11,579 real-world ai-assisted ide sessions.arXiv preprint arXiv:2604.00436,.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories Programming by chat: A large-scale behavioral analysis of 11,579 real-world ai-assisted ide sessions.arXiv preprint arXiv:2604.00436,
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.698781Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d15d8458-a976-476f-b520-e96438aaf83b · outbound
This paper cites SkillGrad: Optimizing Agent Skills Like Gradient Descent.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories SkillGrad: Optimizing Agent Skills Like Gradient Descent
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.702376Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b29e163d-6643-4ee7-a4cb-1ade4ad3bcdb · outbound
This paper cites Openhands: An open platform for ai software developers as generalist agents.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories Openhands: An open platform for ai software developers as generalist agents
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.706250Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26cdc1c5-7b45-4f3b-a0c1-2e9c06a5dd81 · outbound
This paper cites SWE-Together: Evaluating Coding Agents in Interactive User Sessions.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories SWE-Together: Evaluating Coding Agents in Interactive User Sessions
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-08-14T04:13:56.994433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 95adedf7-5764-4e42-8f24-32398e05b8b3 · outbound
This paper cites Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.718271Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2568d14-490e-4099-a06a-85d2e6c4a22d · outbound
This paper cites Toward personalized LLM-powered agents: Foundations, evaluation, and future directions.arXiv preprint arXiv:2602.22680,.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories Toward personalized LLM-powered agents: Foundations, evaluation, and future directions.arXiv preprint arXiv:2602.22680,
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.721982Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bf89f2c-4c93-42ee-ad2a-14c9e493c3e6 · outbound
This paper cites SkillOpt: Executive Strategy for Self-Evolving Agent Skills.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories SkillOpt: Executive Strategy for Self-Evolving Agent Skills
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.726314Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58582534-2826-45d1-881f-ec797b35feac · outbound
This paper cites Tom-swe: User mental modeling for software engineering agents, 2026.URL https://arxiv.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories Tom-swe: User mental modeling for software engineering agents, 2026.URL https://arxiv
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.730181Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3036f88-f26b-431e-9dfd-d11bb6cf60c9 · outbound
This paper cites SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.673022Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3473ff4c-766a-44fe-ae99-c23a8a8872d7 · outbound
This paper cites Enabling personalized long-term interactions in LLM-based agents through persistent memory and user profiles.arXiv preprint arXiv:2510.07925,.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories Enabling personalized long-term interactions in LLM-based agents through persistent memory and user profiles.arXiv preprint arXiv:2510.07925,
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.710638Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53c238a8-2280-468a-a56d-73fd8bc9451d · outbound
This paper cites SWE-chat: Coding Agent Interactions From Real Users in the Wild.
Do Personalized Skills Help Coding Agents? An Empirical Study of Developer Interaction Histories SWE-chat: Coding Agent Interactions From Real Users in the Wild
Reference 2026
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:13:56.640920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.