Paper Citation Record · LEDGER

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents

As of 12 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2607.25619.

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

pith.paper-citation-record.v1
2607.25619 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:00:13.598465Z

measured 38 of 38 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

38 of 38 outbound references displayed

verified exact0
verified fuzzy0
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6763f43c-1bbf-4fbc-b1c6-352bf4b942c4 · outbound

This paper cites Clawhavoc poisons openclaw’s clawhub with 1,184 malicious skills,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Clawhavoc poisons openclaw’s clawhub with 1,184 malicious skills,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:11.595029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a6ea652-8cd3-4c11-82e9-53389606877f · outbound

This paper cites Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:11.643739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f2c24a5-8336-4e29-9fa5-c8656748a570 · outbound

This paper cites Usage, effects and requirements for ai coding assistants in the enterprise: An empirical study,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Usage, effects and requirements for ai coding assistants in the enterprise: An empirical study,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:11.730763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a319f87f-95ff-4669-a065-e6c91a825b35 · outbound

This paper cites Stack overflow developer survey 2024,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Stack overflow developer survey 2024,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:11.829957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac3eb18-4322-4cf5-ba63-0da34578dee3 · outbound

This paper cites Swe-bench: Can language models resolve real-world github issues?.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Swe-bench: Can language models resolve real-world github issues?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:12.259530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96a803b1-6073-4444-874d-438f96a56f3a · outbound

This paper cites Model Context Protocol specification,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Model Context Protocol specification,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:12.427106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e286e700-c207-4272-91ee-06193055ed11 · outbound

This paper cites Backstabber’s knife collection: A review of open source software supply chain attacks,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Backstabber’s knife collection: A review of open source software supply chain attacks,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:12.552990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0084e253-9172-4e81-a4ab-1d1b7e8cf3bf · outbound

This paper cites Small world with high risks: A study of security threats in the npm ecosystem,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Small world with high risks: A study of security threats in the npm ecosystem,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:12.689085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21b61df0-05e4-462b-a513-83e58edb8be1 · outbound

This paper cites Sok: Taxonomy of attacks on open-source software supply chains,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Sok: Taxonomy of attacks on open-source software supply chains,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:12.797447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9c934c7-be9e-4e82-be16-3a9479d567ec · outbound

This paper cites Semgrep: Static analysis at ludicrous speed,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Semgrep: Static analysis at ludicrous speed,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:12.887724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a045591-1842-4d24-a50c-906e1ead14a2 · outbound

This paper cites Snyk: Security platform for developers,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Snyk: Security platform for developers,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:12.993557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb915f4-56ae-4dad-884d-5afb23e030c2 · outbound

This paper cites "Do Not Mention This to the User": Detecting and Understanding Malicious Agent Skills in the Wild.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents "Do Not Mention This to the User": Detecting and Understanding Malicious Agent Skills in the Wild

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.102765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a56964a0-d1ac-405f-b85e-01009b3ed6a0 · outbound

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

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.207810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88b9eb42-0e5d-4b59-b908-9b3a30087143 · outbound

This paper cites MITRE ATT&CK: Adversarial tactics, techniques, and common knowledge,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents MITRE ATT&CK: Adversarial tactics, techniques, and common knowledge,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.271794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a460739-1132-4275-adf9-ab6beac95ba6 · outbound

This paper cites Sigma: Generic signature format for SIEM systems,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Sigma: Generic signature format for SIEM systems,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.443965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 932a853f-faa3-4253-977a-e6d9488f8bbc · outbound

This paper cites React: Synergizing reasoning and acting in language models,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents React: Synergizing reasoning and acting in language models,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.503646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 594d3109-49d1-4ebf-b9dc-c485812e8cca · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.517607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3a66830-0e38-4d3c-91b9-ab17ba37d3cd · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.527163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47e11240-ee1b-41ca-9180-e60e16fd4b14 · outbound

This paper cites Asleep at the keyboard? assessing the security of github copilot’s code con- tributions,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Asleep at the keyboard? assessing the security of github copilot’s code con- tributions,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.531333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ced6c73-4590-4ab5-917d-ef9e4cb6b737 · outbound

This paper cites Do users write more insecure code with ai assistants?.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Do users write more insecure code with ai assistants?

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.535258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df6d87ed-05b0-46b1-a165-48127f1e9623 · outbound

This paper cites Practical automated detection of malicious npm packages,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Practical automated detection of malicious npm packages,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.539275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d374a5c3-461d-44c4-8232-2dbe742a5081 · outbound

This paper cites SkillsBench-1650: A benchmark for AI agent skill safety detection,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents SkillsBench-1650: A benchmark for AI agent skill safety detection,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.543477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4911228b-9a5e-420a-b00c-81aeed75d70f · outbound

This paper cites Not what you’ve signed up for: Compromising real-world llm-integrated applications with indirect prompt injection,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Not what you’ve signed up for: Compromising real-world llm-integrated applications with indirect prompt injection,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.547203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66223cfa-3042-4559-90f2-f144d6591917 · outbound

This paper cites Open Source Security Foundation: Dependency review and SCA tooling,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Open Source Security Foundation: Dependency review and SCA tooling,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.550815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0107f286-2bd5-41dc-8504-249ee614077b · outbound

This paper cites Ignore Previous Prompt: Attack Techniques For Language Models.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Ignore Previous Prompt: Attack Techniques For Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.554635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f39b4cd7-4535-4466-b430-dff46eb48631 · outbound

This paper cites Formalizing and benchmarking prompt injection attacks and defenses,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Formalizing and benchmarking prompt injection attacks and defenses,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.559113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b88294f-b252-436a-89c7-0ec1a19ad1a5 · outbound

This paper cites Benchmarking and defending against indirect prompt injection attacks on large language models,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Benchmarking and defending against indirect prompt injection attacks on large language models,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.563237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17beaf4f-1bf5-4402-b4d0-3e3b5a37f456 · outbound

This paper cites Defending against indirect prompt injection attacks with spotlighting,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Defending against indirect prompt injection attacks with spotlighting,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.566932Z

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Unavailable: canonical work link unavailable.

Observation 834fec72-69d6-4890-b663-31526e22f6b4 · outbound

This paper cites Nemo guardrails: A toolkit for controllable and safe llm applications with programmable rails,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Nemo guardrails: A toolkit for controllable and safe llm applications with programmable rails,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.570744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9ecdb16-2806-4f0a-a366-a493e158790e · outbound

This paper cites Prompt injection and privilege separation in LLM applica- tions,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Prompt injection and privilege separation in LLM applica- tions,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.574657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1145033e-c602-4558-bc54-221d05f2b546 · outbound

This paper cites Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.578651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 113f8630-8195-48ed-a0d4-9337c3fc7fba · outbound

This paper cites OpenAI moderation API,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents OpenAI moderation API,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.582818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 884cac1e-ec43-4585-b341-618426f12e00 · outbound

This paper cites ClawVet: Static analysis for MCP skill security,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents ClawVet: Static analysis for MCP skill security,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.586595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3126426-85ef-4004-a4d1-b61bf432ed0f · outbound

This paper cites skill-scanner: MCP skill security scanner,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents skill-scanner: MCP skill security scanner,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.590449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 780ef3cd-6349-4370-b678-88ebc32b6639 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.594108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 747e01bf-88e0-4360-ac20-b0d6e89cd6a0 · outbound

This paper cites The advantages of the matthews correlation coefficient (mcc) over f1 score and accuracy in binary classification evaluation,.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents The advantages of the matthews correlation coefficient (mcc) over f1 score and accuracy in binary classification evaluation,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.598465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 505e73d5-31a7-4b63-bc08-57fa473957a3 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Evaluating Large Language Models Trained on Code

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:12.126729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe096eb2-f239-45ed-a84b-89f02b29ba84 · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

SkillGate: Cost Efficient Runtime Malicious Skill File Detection in Coding Agents Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T02:00:13.522692Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.