Paper Citation Record · LEDGER

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries

As of 12 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2605.10990.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.10990 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T07:29:20.993146Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

verified exact22
verified fuzzy11
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 689950f0-4069-4133-a827-5833010506bb · outbound

This paper cites Riva: Leveraging llm agents for reliable configuration drift detection.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Riva: Leveraging llm agents for reliable configuration drift detection

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:32:29.083421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 60841732-5d7a-4c5c-b94a-517bfecbae88 · outbound

This paper cites Graph of thoughts: Solving elaborate problems with large language models.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Graph of thoughts: Solving elaborate problems with large language models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T08:17:33.037199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 388f4633-5733-40bb-bdb8-74b1f04bf9ce · outbound

This paper cites Agent Behavioral Contracts: Formal Specification and Runtime Enforcement.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Agent Behavioral Contracts: Formal Specification and Runtime Enforcement

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:32:30.063246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1e3ea274-d613-40d6-b4be-7427af6d7071 · outbound

This paper cites Repairagent: An autonomous, llm-based agent for program repair.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Repairagent: An autonomous, llm-based agent for program repair

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T08:17:32.996184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a0065b90-1649-4103-83c5-e045c756cf2f · outbound

This paper cites Teaching Large Language Models to Self-Debug.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Teaching Large Language Models to Self-Debug

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:32:29.983895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a398571c-9c15-4b6d-acfd-f89538279198 · outbound

This paper cites CodeSpecBench: Benchmarking LLMs for Executable Behavioral Specification Generation.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries CodeSpecBench: Benchmarking LLMs for Executable Behavioral Specification Generation

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:32:29.960439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 92b793d3-0989-4b37-be1d-dbc993e2e1f6 · outbound

This paper cites How do apis evolve? a story of refactoring.Journal of software maintenance and evolution: Research and Practice, 18(2):83–107.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries How do apis evolve? a story of refactoring.Journal of software maintenance and evolution: Research and Practice, 18(2):83–107

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T08:17:33.019592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8a62028b-35ed-4e7a-ae8b-efca31157c9a · outbound

This paper cites Building Guardrails for Large Language Models.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Building Guardrails for Large Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:32:29.973070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2177440d-abbf-4fb1-b56c-7049e817007a · outbound

This paper cites Towards verifiably safe tool use for llm agents.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Towards verifiably safe tool use for llm agents

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:32:30.050820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3851bb66-9dfc-45a5-8a69-ae906e92c808 · outbound

This paper cites The daikon system for dynamic detection of likely invariants.Science of computer programming, 69(1-3):35–45.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries The daikon system for dynamic detection of likely invariants.Science of computer programming, 69(1-3):35–45

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T08:17:33.024298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5675df0c-95ec-4561-a41c-f94da5ad2862 · outbound

This paper cites Automatically fixing dependency breaking changes.Proceed- ings of the ACM on Software Engineering, 2(FSE):2146–2168.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Automatically fixing dependency breaking changes.Proceed- ings of the ACM on Software Engineering, 2(FSE):2146–2168

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T08:17:32.990944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b3e242cd-b166-47eb-9f38-1c75bb301e9b · outbound

This paper cites Swe-skills-bench: Do agent skills actually help in real-world software engineering?.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Swe-skills-bench: Do agent skills actually help in real-world software engineering?

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:32:30.044272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f515f3e4-73ac-49e5-af05-6953d2fe98af · outbound

This paper cites SoK: Agentic Skills -- Beyond Tool Use in LLM Agents.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries SoK: Agentic Skills -- Beyond Tool Use in LLM Agents

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-14T23:19:31.511605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a9a59c3e-8a30-4144-8eaa-54d644e910d1 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:32:30.019768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b81342bd-4952-4bca-b0c0-febe432437ef · outbound

This paper cites Intent formalization: A grand challenge for reliable coding in the age of ai agents.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Intent formalization: A grand challenge for reliable coding in the age of ai agents

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:32:30.025433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d8aa0b2a-28e9-46f5-b79c-946179b3fe90 · outbound

This paper cites SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:32:29.089173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f8520a11-2ec8-4140-bc60-adc6989bc483 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries AgentBench: Evaluating LLMs as Agents

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:32:30.031134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e0742787-0dc4-426a-88eb-bd8c59cbc9fb · outbound

This paper cites SkillForge: Forging Domain-Specific, Self-Evolving Agent Skills in Cloud Technical Support.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries SkillForge: Forging Domain-Specific, Self-Evolving Agent Skills in Cloud Technical Support

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:32:30.037554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 35814a25-28d1-4cde-b4dc-3cf723b2894e · outbound

This paper cites Structured Security Auditing and Robustness Enhancement for Untrusted Agent Skills.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Structured Security Auditing and Robustness Enhancement for Untrusted Agent Skills

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:32:29.094470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 02449e5f-45c9-4ed3-ab92-5d24681fd297 · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.Advances in neural information processing systems, 36:46534–46594.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Self-refine: Iterative refinement with self-feedback.Advances in neural information processing systems, 36:46534–46594

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T08:17:33.029534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 509a1c26-1db8-4a7e-b44c-2fa62203e03b · outbound

This paper cites Applying’design by contract’.Computer, 25(10):40–51.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Applying’design by contract’.Computer, 25(10):40–51

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T08:17:33.033355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cb55524c-1ad0-4fe1-93e0-20857e4b93a0 · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Generative agents: Interactive simulacra of human behavior

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T08:17:33.010096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a686ec46-7d50-471e-b234-a1c627620a7d · outbound

This paper cites Scaling Instructable Agents Across Many Simulated Worlds.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Scaling Instructable Agents Across Many Simulated Worlds

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:32:30.014336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 14880ffc-e839-471d-a569-d31ab86e486a · outbound

This paper cites Rgfl: Reasoning guided fault localization for automated program repair using large language models.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Rgfl: Reasoning guided fault localization for automated program repair using large language models

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:32:30.008652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7579513d-67f8-4e52-a358-70fc4c3e9dba · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in neural information processing systems, 36:8634–8652.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Reflexion: Language agents with verbal reinforcement learning.Advances in neural information processing systems, 36:8634–8652

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T08:17:33.014764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4cc390b0-714f-412d-a7cc-5ce53a18ecdb · outbound

This paper cites Skillflow: Efficient skill and code transfer through communication in adapting ai agents.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Skillflow: Efficient skill and code transfer through communication in adapting ai agents

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:32:29.996279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ac7b4d96-9392-453b-a6c9-f626a0f25924 · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:32:30.056691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2da5a995-b454-463b-9062-8759471f8570 · outbound

This paper cites Plan-and-solve prompting: Improving zero-shot chain-of-thought reasoning by large language models.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Plan-and-solve prompting: Improving zero-shot chain-of-thought reasoning by large language models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T08:17:33.001137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b6edcb99-e2e9-4107-8fce-155f3b690388 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Chain-of-thought prompting elicits reasoning in large language models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T08:17:33.006042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c4e02091-d65b-46ad-9a0f-e9f20d6c902a · outbound

This paper cites GraSP: Graph-Structured Skill Compositions for LLM Agents.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries GraSP: Graph-Structured Skill Compositions for LLM Agents

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:32:29.978542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8eb9df5f-9bc4-4d48-a891-30fae8c713f2 · outbound

This paper cites Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:39:45.524165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 29d2fd96-15f7-40e5-afe9-de72f66a084c · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries ReAct: Synergizing Reasoning and Acting in Language Models

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-05-13T07:32:29.966545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f89a892a-3cbd-4757-8b16-8e6263ac732f · outbound

This paper cites Memento-skills: Let agents design agents.

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries Memento-skills: Let agents design agents

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:32:30.002294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.