Paper Citation Record · LEDGER

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment

As of 11 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2608.07639.

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

pith.paper-citation-record.v1
2608.07639 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:33:06.077222Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

25 of 25 outbound references displayed

verified exact0
verified fuzzy2
unresolved15
parse uncertain0
malformed identifier4
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation faf72347-aa84-4374-9aa6-5db6efbfb671 · outbound

This paper cites InProceedingsoftheSixthEuropeanWorkshoponMachine Learning and Systems, 215–224.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment InProceedingsoftheSixthEuropeanWorkshoponMachine Learning and Systems, 215–224

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:33:06.544342Z

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 39eaaac0-c829-4d85-a0b4-ff54d7455382 · outbound

This paper cites MalSkillBench: A Runtime-Verified Benchmark of Malicious Agent Skills.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment MalSkillBench: A Runtime-Verified Benchmark of Malicious Agent Skills

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:05.989753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6374def-ed91-438d-88de-154332073733 · outbound

This paper cites Do Skill Descriptions Tell the Truth? Detecting Undisclosed Security Behaviors in Code-Backed LLM Skills.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment Do Skill Descriptions Tell the Truth? Detecting Undisclosed Security Behaviors in Code-Backed LLM Skills

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T00:33:06.382092Z

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 c8f27521-bbe5-4478-ba50-7ffaa1588aec · outbound

This paper cites NEXUS: Structured Runtime Safety for Tool-Using LLM Agents.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment NEXUS: Structured Runtime Safety for Tool-Using LLM Agents

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T00:33:06.363268Z

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 ecd676b8-4e4f-4771-a560-7b3c585ee79f · outbound

This paper cites SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:06.003320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14a59932-2215-49b0-8519-5fa17efbdb58 · outbound

This paper cites MalTool: Malicious Tool Attacks on LLM Agents.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment MalTool: Malicious Tool Attacks on LLM Agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:06.008155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9771adaa-7c01-4bc1-a1cc-6ee0e9fb61d2 · outbound

This paper cites https://doi.org/10.1609/aaai.v40i37.40389.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment https://doi.org/10.1609/aaai.v40i37.40389

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:06.012644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be03837d-1c49-45fd-896e-1634f5e3a14a · outbound

This paper cites SkillJect: Effectively Automating Skill-Based Prompt Injection for Skill-Enabled Agents.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment SkillJect: Effectively Automating Skill-Based Prompt Injection for Skill-Enabled Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:06.017051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4bae13b-8c81-475f-ac88-69b050c67efa · outbound

This paper cites https://doi.org/10.1145/3808175.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment https://doi.org/10.1145/3808175

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:06.023046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12ba4f35-15c9-4fa2-81b6-b8808b9c6dc5 · outbound

This paper cites Towards Secure Agent Skills: Architecture, Threat Taxonomy, and Security Analysis.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment Towards Secure Agent Skills: Architecture, Threat Taxonomy, and Security Analysis

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:06.027483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a5ba51d-2cfa-4c0b-b3a7-200e439dea5a · outbound

This paper cites 2021.′R: Towards Detecting and Understanding Code-Document Violations in Rust.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment 2021.′R: Towards Detecting and Understanding Code-Document Violations in Rust

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:33:06.531156Z

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 f53f1699-fc15-4a49-a045-32001e603415 · outbound

This paper cites Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:06.040465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b85e22e-28ed-412a-9ec1-c9d4423fd544 · outbound

This paper cites Description-Code Inconsistency in Real-world MCP Servers: Measurement, Detection, and Security Implications.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment Description-Code Inconsistency in Real-world MCP Servers: Measurement, Detection, and Security Implications

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T00:33:06.256748Z

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 f1c2bf48-24f6-4604-b21f-41813c2ce175 · outbound

This paper cites Skill Coverage: A Test Adequacy Metric for Agent Skills.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment Skill Coverage: A Test Adequacy Metric for Agent Skills

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T00:33:06.217427Z

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 fbd54a9c-8a9a-4c1e-80dc-53189152cb0c · outbound

This paper cites AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:06.063085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddad7b01-381f-41d8-9975-a5c08d314ab3 · outbound

This paper cites https://doi.org/10.1007/s41019- 025-00296-9.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment https://doi.org/10.1007/s41019- 025-00296-9

Reference 24

Resolution: malformed identifier; doi_truncated, observed 2026-08-11T00:33:06.113526Z

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 0fab0920-ba8f-4bc0-8c23-77f9ec69b6c8 · outbound

This paper cites Cross-Layer Misalignment Detection in Agent Skills: A Progressive Loading-Aware Contrastive Learning Approach.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment Cross-Layer Misalignment Detection in Agent Skills: A Progressive Loading-Aware Contrastive Learning Approach

Reference 25

Resolution: malformed identifier; local_arxiv, observed 2026-08-11T00:33:06.169769Z

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 ddf25a32-af96-4a65-a5bb-8210d687a587 · outbound

This paper cites Bouzenia,I.;andPradel,M.2023.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment Bouzenia,I.;andPradel,M.2023

Reference 178

Resolution: malformed identifier; no resolver link, observed 2026-08-11T00:33:05.974265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9033d81-63d9-47a7-b3c8-888778ae0fa2 · outbound

This paper cites Behavioral Integrity Verification for AI Agent Skills.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment Behavioral Integrity Verification for AI Agent Skills

Reference 449

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:06.068722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd8081fd-bf13-4f53-a4ce-f5decce047e9 · outbound

This paper cites https://doi.org/10.1145/24039.24041.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment https://doi.org/10.1145/24039.24041

Reference 1987

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:05.985480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db08a229-0f4e-43cf-b197-9d6de85c6410 · outbound

This paper cites Deep Just-In-Time Inconsistency Detection Between Comments and Source Code.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment Deep Just-In-Time Inconsistency Detection Between Comments and Source Code

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:06.035917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 676d0ec3-537c-41bc-8d42-18364a0fcd6b · outbound

This paper cites Code Comment Inconsistency Detection with BERT and Longformer.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment Code Comment Inconsistency Detection with BERT and Longformer

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:06.053734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b31bd6c-67ec-4818-99ab-89dc045a5cb5 · outbound

This paper cites InAdvances in Neural In- formation Processing Systems, volume 37, 82895–82920.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment InAdvances in Neural In- formation Processing Systems, volume 37, 82895–82920

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:05.979782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 583f76ad-12d9-4a8a-b2c8-bf3fcf691b3b · outbound

This paper cites Prompt Injection Attack to Tool Selection in LLM Agents.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment Prompt Injection Attack to Tool Selection in LLM Agents

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-11T00:33:06.044921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4895daa4-ec4a-4741-9d5f-1715c0c77e02 · outbound

This paper cites AIP: A Graph Representation for Learning and Governing Agent Skills.

SkillConsist: Detecting Inconsistencies in Agent Skills via Bidirectional Graph Alignment AIP: A Graph Representation for Learning and Governing Agent Skills

Reference 2026

Resolution: malformed identifier; no resolver link, observed 2026-08-11T00:33:05.969110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.