Paper Citation Record · LEDGER

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills

As of 5 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2607.09016.

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

pith.paper-citation-record.v1
2607.09016 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T00:59:52.952364Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

20 of 20 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8969991-20e0-4ce0-b3d3-f5233bcd4313 · outbound

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

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills SoK: Agentic Skills -- Beyond Tool Use in LLM Agents

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ae069e-f272-48b0-bd98-99feef9f8f22 · outbound

This paper cites 9 Siyi Liu and Dan Roth.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills 9 Siyi Liu and Dan Roth

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d098a346-a5ac-41e8-9501-acd7e4108111 · outbound

This paper cites How Well Do Agentic Skills Work in the Wild: Benchmarking LLM Skill Usage in Realistic Settings.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills How Well Do Agentic Skills Work in the Wild: Benchmarking LLM Skill Usage in Realistic Settings

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd85700e-98d7-49d8-8f9f-09f93e30409e · outbound

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

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Skill-Inject: Measuring Agent Vulnerability to Skill File Attacks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0e0b087-50aa-4032-bb3d-e4b08866c9ad · outbound

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

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99f7b5c4-9deb-474e-9b48-e3d3354158c1 · outbound

This paper cites Establishing Best Practices for Building Rigorous Agentic Benchmarks.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Establishing Best Practices for Building Rigorous Agentic Benchmarks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b770cc6e-0281-4737-8e76-81840fd9d6f6 · outbound

This paper cites an unresolved cited work.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c20d6fe4-9c7a-442a-89bb-7293ff388fbd · outbound

This paper cites Record each clause with its source location and modality.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Record each clause with its source location and modality

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae920443-589c-4362-ac78-542e9165bd13 · outbound

This paper cites an unresolved cited work.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bba56e7-062a-474f-87c0-289e1cbc41c9 · outbound

This paper cites Apply tie-break rules for ambiguous la- bels.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Apply tie-break rules for ambiguous la- bels

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1112b857-788c-4ba5-98a0-bfcad720314f · outbound

This paper cites an unresolved cited work.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9ae0992-20e8-4470-8f88-9539fc8f7929 · outbound

This paper cites The prompt totals approximately 3,100 tokens (skill instructions plus reference schema).

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills The prompt totals approximately 3,100 tokens (skill instructions plus reference schema)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6c5f318-2afe-4764-930d-4de0565ca9f8 · outbound

This paper cites an unresolved cited work.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da2dac8f-7984-434d-8cf4-96faceebd199 · outbound

This paper cites an unresolved cited work.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdd729e0-a083-443d-8258-8cee48ef2bd8 · outbound

This paper cites an unresolved cited work.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8abb707-aeb1-44e1-b406-d149f83e67e1 · outbound

This paper cites an unresolved cited work.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb2a2ac3-28b6-4cd4-ae4d-9397fc56e499 · outbound

This paper cites an unresolved cited work.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddaf88d1-3846-479e-ab87-013f9b858f4f · outbound

This paper cites an unresolved cited work.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6591dae-8346-4d8f-922c-a1f2dacff45d · outbound

This paper cites Inherit the default session mode unless the user specifies one.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills Inherit the default session mode unless the user specifies one

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11e8d9fb-f241-4f06-8111-15eb804ff009 · outbound

This paper cites id": "R4.

SLBench: Evaluating How LLM Agents Follow Logical Relations in Skills id": "R4

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T00:59:52.952364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.