Paper Citation Record · LEDGER

SkillRouter: Skill Routing for LLM Agents at Scale

As of 5 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 30 inbound Pith citation observations for arXiv:2603.22455.

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

pith.paper-citation-record.v1
2603.22455 v5

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T17:42:57.181796Z

measured 63 of 63 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 30 of 30 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:05:28.027822Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b48ecab1-22fb-479c-8da8-582caa579c4f · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.046640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99cd9ad2-3f41-47bb-a477-cfefe6508eda · outbound

This paper cites 17 Preprint.

SkillRouter: Skill Routing for LLM Agents at Scale 17 Preprint

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.051173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 443dd262-e662-477d-ae40-a27e9028cfe3 · outbound

This paper cites In total, 39,065 false negative pairs are removed (approximately 10% of all mined negative pairs).

SkillRouter: Skill Routing for LLM Agents at Scale In total, 39,065 false negative pairs are removed (approximately 10% of all mined negative pairs)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.055938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d6bad2-4902-4c60-9cee-b5369f7e6c73 · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.094523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0eb6d6b1-07da-45ae-857c-4ca935dd8f30 · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.060896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03ec92a1-41ce-43f8-8314-5b433c987931 · outbound

This paper cites video + timestamps → speech-to-text.

SkillRouter: Skill Routing for LLM Agents at Scale video + timestamps → speech-to-text

Reference 6

Resolution: malformed identifier; no resolver link, observed 2026-08-02T17:42:57.065706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b99a66d4-6d94-4bb0-a5ce-f9025f5bbeaa · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.071156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2c475be-1f2f-4bc6-b3cc-400ddba127bb · outbound

This paper cites Entries judged as functionally equivalent are removed.

SkillRouter: Skill Routing for LLM Agents at Scale Entries judged as functionally equivalent are removed

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.075537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5436adca-564d-4cfb-b3d3-2525a1e0b21f · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.080219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0a5f836-5ebe-4342-b3c9-b8d4587bb95a · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.085155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c61f175-95ae-484a-a3fe-36bbe8bf8db0 · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.089719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6df38b90-289e-4f04-9130-e9a13c1d9f9d · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.099279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96b762b8-5cb6-482b-8bb4-140cd48edfce · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.103456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc3cfbf-131b-41b3-8453-1b620427d193 · outbound

This paper cites No preamble, no explanation.

SkillRouter: Skill Routing for LLM Agents at Scale No preamble, no explanation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.108222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ececaa80-4130-4d37-aec2-1d3c900598f3 · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.112312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1e09c9c-c3b2-4199-9fc3-7c7a260d8cc8 · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.116335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2bf7f3b-c60a-42ae-b1c2-1d3e77a16459 · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.120332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 576438d4-5517-46ca-b7c3-148c95eed29e · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.124312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29a58d6e-bab4-4a99-90bc-06197689ed92 · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.128380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84dc423d-87dd-4d0a-b43c-86eb0ee1c257 · outbound

This paper cites Indirect queries (88 total).These describe a high-level need requiring capability inference to connect to the skill (50–180 words).

SkillRouter: Skill Routing for LLM Agents at Scale Indirect queries (88 total).These describe a high-level need requiring capability inference to connect to the skill (50–180 words)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.132491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ff0f52e-4305-4e0d-98a0-00282d02527f · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.136423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff65bfd5-e01f-4ebd-a0f4-2c0812b5c3f9 · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.140168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3433302b-3386-43d2-964c-e6386ac8bc51 · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.144520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed01585-56d5-4b6a-bd99-adf32e322ed8 · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.148553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b032a6f-5b85-4f90-b99f-644299d3af70 · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.152532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a345b331-9508-4528-8f70-be2da7f347c8 · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.156504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8afe085-a68b-45d4-ae22-f7b4d45df61b · outbound

This paper cites Automated quality control.Each generated query undergoes three checks: (1) skill-name leakage detection, (2) CLI command-name leakage detection, and (3) length compliance.

SkillRouter: Skill Routing for LLM Agents at Scale Automated quality control.Each generated query undergoes three checks: (1) skill-name leakage detection, (2) CLI command-name leakage detection, and (3) length compliance

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.160572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebf609d3-5741-432b-a166-447625cb94fa · outbound

This paper cites This separation prevents any overlap between evaluation queries and training data in terms of model, prompt template, and source distribution.

SkillRouter: Skill Routing for LLM Agents at Scale This separation prevents any overlap between evaluation queries and training data in terms of model, prompt template, and source distribution

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.165394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1cfc306-6372-4b14-8f28-692052ac4614 · outbound

This paper cites Non-conforming queries are regen- erated up to 3 times before being discarded.

SkillRouter: Skill Routing for LLM Agents at Scale Non-conforming queries are regen- erated up to 3 times before being discarded

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.169493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0019ed26-fe5c-42be-a7df-7a6a45103d7a · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.173471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 679e73ab-fce8-4bbe-99b3-444a7fbcb49f · outbound

This paper cites an unresolved cited work.

SkillRouter: Skill Routing for LLM Agents at Scale Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.177518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c4ca1ab-4f08-4cf0-88cd-5c44ffe32517 · outbound

This paper cites M.5 Full results Table 26 reports the full encoder-only and encoder×reranker results on the 77K pool with 256 single-label queries.

SkillRouter: Skill Routing for LLM Agents at Scale M.5 Full results Table 26 reports the full encoder-only and encoder×reranker results on the 77K pool with 256 single-label queries

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.181796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 284f0760-043a-40ba-8738-5c855e9539c9 · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

SkillRouter: Skill Routing for LLM Agents at Scale C-Pack: Packed Resources For General Chinese Embeddings

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T17:42:57.039756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2c44784e-e5ba-47c3-acc3-d47dc4af6007 · inbound

SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering cites this paper.

SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering SkillRouter: Skill Routing for LLM Agents at Scale

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0af7d147-78b9-4323-a453-cc48c569545c · inbound

SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering cites this paper.

SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering SkillRouter: Skill Routing for LLM Agents at Scale

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation de38a782-23a1-4f78-8249-15653ee3dc53 · inbound

Know When to Trust the Skill: Delayed Appraisal and Epistemic Vigilance for Single-Agent LLMs cites this paper.

Know When to Trust the Skill: Delayed Appraisal and Epistemic Vigilance for Single-Agent LLMs SkillRouter: Skill Routing for LLM Agents at Scale

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 075744f2-5520-4f70-9f6a-03b3e47e77e4 · inbound

SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology cites this paper.

SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology SkillRouter: Skill Routing for LLM Agents at Scale

Reference 54

Resolution: metadata mismatch; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3d0c8c0f-d240-46d8-972b-a213dd5eb163 · inbound

From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills cites this paper.

From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills SkillRouter: Skill Routing for LLM Agents at Scale

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bbf55b1d-c15e-4bd9-a727-7fc5ce875670 · inbound

SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents cites this paper.

SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents SkillRouter: Skill Routing for LLM Agents at Scale

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 61a59273-6766-484e-9e4a-3885a12521a9 · inbound

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications SkillRouter: Skill Routing for LLM Agents at Scale

Reference 111

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a8e214f3-77ef-40d0-82a9-ca23434352b2 · inbound

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications SkillRouter: Skill Routing for LLM Agents at Scale

Reference 112

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 09673594-4b96-47f7-b920-3424f5f9bb7e · inbound

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications cites this paper.

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications SkillRouter: Skill Routing for LLM Agents at Scale

Reference 105

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 875bbe01-4681-4048-aff6-8a6f7f9d2057 · inbound

SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents cites this paper.

SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents SkillRouter: Skill Routing for LLM Agents at Scale

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6b4e3e4c-e2d9-41d9-806d-5d65a1803067 · inbound

Evidence Over Plans: Online Trajectory Verification for Skill Distillation cites this paper.

Evidence Over Plans: Online Trajectory Verification for Skill Distillation SkillRouter: Skill Routing for LLM Agents at Scale

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b4f50110-e39d-4ecd-aed9-c37392c63f0e · inbound

Evidence Over Plans: Online Trajectory Verification for Skill Distillation cites this paper.

Evidence Over Plans: Online Trajectory Verification for Skill Distillation SkillRouter: Skill Routing for LLM Agents at Scale

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 864a4322-b7a9-4815-a174-94337580713d · inbound

SkillRAE: Agent Skill-Based Context Compilation for Retrieval-Augmented Execution cites this paper.

SkillRAE: Agent Skill-Based Context Compilation for Retrieval-Augmented Execution SkillRouter: Skill Routing for LLM Agents at Scale

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cfca027f-cc3c-4414-9548-33a97f982d9b · inbound

Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning cites this paper.

Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning SkillRouter: Skill Routing for LLM Agents at Scale

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1df0b474-7a91-40ee-9d42-963edb258da5 · inbound

Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning cites this paper.

Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning SkillRouter: Skill Routing for LLM Agents at Scale

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 184c67a8-1d2d-4784-b614-418db3778f0e · inbound

The Scaling Laws of Skills in LLM Agent Systems cites this paper.

The Scaling Laws of Skills in LLM Agent Systems SkillRouter: Skill Routing for LLM Agents at Scale

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8cbb6765-ef72-4993-981d-99c44c6c367a · inbound

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution cites this paper.

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution SkillRouter: Skill Routing for LLM Agents at Scale

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fb3bb131-514e-4531-8aae-40dc40692e6f · inbound

Skill or Skip? Learning Selective Skill Invocation in Agentic Tasks via Dual-Granularity Preference Learning cites this paper.

Skill or Skip? Learning Selective Skill Invocation in Agentic Tasks via Dual-Granularity Preference Learning SkillRouter: Skill Routing for LLM Agents at Scale

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 61634fe3-3866-47c2-a158-e3c32ff77209 · inbound

SkillAxe: Sharpening LLM-Authored Agent Skills Through Evaluation-Guided Self-Refinement cites this paper.

SkillAxe: Sharpening LLM-Authored Agent Skills Through Evaluation-Guided Self-Refinement SkillRouter: Skill Routing for LLM Agents at Scale

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation aca5d54a-44f7-4777-8a98-ade71fb1a909 · inbound

Agent Skill Evaluation and Evolution: Frameworks and Benchmarks cites this paper.

Agent Skill Evaluation and Evolution: Frameworks and Benchmarks SkillRouter: Skill Routing for LLM Agents at Scale

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b7e95f7d-e0cf-4af8-a04b-660ac8e03c0d · inbound

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task cites this paper.

Skill-Augmented AI Agents for Medical Research Analysis: An Exploratory Multi-Model Human Evaluation in an NSCLC Transcriptomic Biomarker Task SkillRouter: Skill Routing for LLM Agents at Scale

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5357aa61-ded8-4cce-a22f-6c65dc33326e · inbound

Looking Is Not Picking: An Attention-Segment Account of Tool-Selection Failures in LLM Agents cites this paper.

Looking Is Not Picking: An Attention-Segment Account of Tool-Selection Failures in LLM Agents SkillRouter: Skill Routing for LLM Agents at Scale

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 23a1bab3-3597-45fa-b6c4-1f0eb0c3cfa6 · inbound

Scaling Enterprise Agent Routing: Degradation, Diagnosis, and Recovery cites this paper.

Scaling Enterprise Agent Routing: Degradation, Diagnosis, and Recovery SkillRouter: Skill Routing for LLM Agents at Scale

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2b1ff148-9e35-4e9e-91ac-f98d91f23023 · inbound

Compositional Skill Routing for LLM Agents: Decompose, Retrieve, and Compose cites this paper.

Compositional Skill Routing for LLM Agents: Decompose, Retrieve, and Compose SkillRouter: Skill Routing for LLM Agents at Scale

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6e634239-82b0-41d8-bf4a-a0ee9ad8b0ed · inbound

Generative Skill Composition for LLM Agents cites this paper.

Generative Skill Composition for LLM Agents SkillRouter: Skill Routing for LLM Agents at Scale

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 389d364b-560d-4707-ba55-8c32b22172d2 · inbound

Task Decomposition-Guided Reranking for Adaptive Agent Skill Retrieval cites this paper.

Task Decomposition-Guided Reranking for Adaptive Agent Skill Retrieval SkillRouter: Skill Routing for LLM Agents at Scale

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-07-21T02:21:33.547916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e39ead87-680a-4ab6-ab4a-a10ea06bd2d7 · inbound

SkillCorpus: Consolidating and Evaluating the Open Skill Ecosystem for Real-World LLM Agents cites this paper.

SkillCorpus: Consolidating and Evaluating the Open Skill Ecosystem for Real-World LLM Agents SkillRouter: Skill Routing for LLM Agents at Scale

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T23:04:13.329488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e7f8747-e112-4016-babb-907f21625bf3 · inbound

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval cites this paper.

SkillSight: Seeing Through Shared Descriptions for Accurate Skill Retrieval SkillRouter: Skill Routing for LLM Agents at Scale

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T14:26:08.448622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c510e8d0-733c-4dc1-b50e-b8b0006b09f9 · inbound

Progressive Agent Skill Generation via Reinforcement Learning cites this paper.

Progressive Agent Skill Generation via Reinforcement Learning SkillRouter: Skill Routing for LLM Agents at Scale

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-04T23:05:28.027822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbede0bd-b0d5-4924-a5cb-0f730eaf6c76 · inbound

SkillTrace: Traversing a Query-Skill Graph for Composable LLM Agents cites this paper.

SkillTrace: Traversing a Query-Skill Graph for Composable LLM Agents SkillRouter: Skill Routing for LLM Agents at Scale

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T08:50:10.122775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.