Paper Citation Record · LEDGER

Large Language Models as Tool Makers

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 43 inbound Pith citation observations for arXiv:2305.17126.

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

pith.paper-citation-record.v1
2305.17126 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 43 of 43 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T21:47:43.516090Z

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

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

20
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation eb4fc248-f863-459b-bfd1-6b4f69cc96e1 · inbound

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs cites this paper.

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs Large Language Models as Tool Makers

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T20:51:41.217174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 45f42db7-bbc5-4b9f-a470-70aef3b4e0fc · inbound

Large Language Models as Optimizers cites this paper.

Large Language Models as Optimizers Large Language Models as Tool Makers

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:04:31.241979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9b9421f0-c448-40ae-b777-4027aae3988b · inbound

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution cites this paper.

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution Large Language Models as Tool Makers

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-16T08:12:31.331219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 130cb0de-78dd-4719-814b-148a8774c059 · inbound

AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation cites this paper.

AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation Large Language Models as Tool Makers

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T03:58:45.896723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 982c4a3a-4de4-4748-b783-2d020fd8778d · inbound

LLM Multi-Agent Systems: Challenges and Open Problems cites this paper.

LLM Multi-Agent Systems: Challenges and Open Problems Large Language Models as Tool Makers

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T10:23:05.145441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c6ba7ad1-5a01-4ddd-bf00-870aa7a50374 · inbound

Capabilities of Gemini Models in Medicine cites this paper.

Capabilities of Gemini Models in Medicine Large Language Models as Tool Makers

Reference 239

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T17:13:23.021632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2762c771-0c5b-4b9d-a5ec-815ba18a20d1 · inbound

Scaling Synthetic Data Creation with 1,000,000,000 Personas cites this paper.

Scaling Synthetic Data Creation with 1,000,000,000 Personas Large Language Models as Tool Makers

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T00:03:55.674398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e3af246e-33b8-4282-8d90-498952889697 · inbound

Agent Workflow Memory cites this paper.

Agent Workflow Memory Large Language Models as Tool Makers

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:51:28.431947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e51778d9-beb8-422d-880e-eb6176ddb0dc · inbound

OS-ATLAS: A Foundation Action Model for Generalist GUI Agents cites this paper.

OS-ATLAS: A Foundation Action Model for Generalist GUI Agents Large Language Models as Tool Makers

Reference 86

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T09:29:27.671770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dac4decc-84ca-47e4-a08f-aeebae9f4577 · inbound

PyGen: A Collaborative Human-AI Approach to Python Package Creation cites this paper.

PyGen: A Collaborative Human-AI Approach to Python Package Creation Large Language Models as Tool Makers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T21:47:43.516090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e674f15-d8f5-4090-85e4-8fe37aa6ce21 · inbound

Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations cites this paper.

Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations Large Language Models as Tool Makers

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-12T19:41:19.631804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57b23c19-bc45-4597-a160-b4ef21cda2ac · inbound

PIANIST: Learning Partially Observable World Models with LLMs for Multi-Agent Decision Making cites this paper.

PIANIST: Learning Partially Observable World Models with LLMs for Multi-Agent Decision Making Large Language Models as Tool Makers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T13:43:44.383545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cebde7ec-9707-4ade-af3e-76a1b3e9cbb2 · inbound

How Well Can Modern LLMs Act as Agent Cores in Radiology Environments? cites this paper.

How Well Can Modern LLMs Act as Agent Cores in Radiology Environments? Large Language Models as Tool Makers

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T17:03:40.541168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0a71dcd-3762-4023-b3b1-38ef4f388342 · inbound

Memory-Augmented Agent Training for Business Document Understanding cites this paper.

Memory-Augmented Agent Training for Business Document Understanding Large Language Models as Tool Makers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T13:27:31.918070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b82cd84-3a52-4abf-8557-9ea97eb229a8 · inbound

Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks cites this paper.

Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks Large Language Models as Tool Makers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T17:59:04.724428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1138dd0-5bf8-46b2-b783-76bd0dd7f746 · inbound

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment cites this paper.

SOK: Exploring Hallucinations and Security Risks in AI-Assisted Software Development with Insights for LLM Deployment Large Language Models as Tool Makers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:05.774435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 090dc59d-8ec3-45a8-bfa8-d9f641d6097a · inbound

A Survey of Scaling in Large Language Model Reasoning cites this paper.

A Survey of Scaling in Large Language Model Reasoning Large Language Models as Tool Makers

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:22:08.776396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 831a6e85-95c9-435a-ba38-824ff7ab85e7 · inbound

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

Prompt Injection Attack to Tool Selection in LLM Agents Large Language Models as Tool Makers

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-16T17:08:29.006908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c175d763-e67e-424a-95aa-24cc4d9ee597 · inbound

Safety Degradation in AI Agents cites this paper.

Safety Degradation in AI Agents Large Language Models as Tool Makers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:02.010176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d88b97c-7e2b-4861-9c60-b23408cca9f8 · inbound

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training cites this paper.

Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training Large Language Models as Tool Makers

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T15:36:06.338637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c53d35a8-a4b2-413e-863f-abffe14a66b6 · inbound

RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving cites this paper.

RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving Large Language Models as Tool Makers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:53:14.855031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4604909-804e-472e-9394-e1a32304d5d5 · inbound

Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration cites this paper.

Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration Large Language Models as Tool Makers

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T12:59:57.609061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cba06672-42c1-4a28-a479-a67c1bc17645 · inbound

A Compute-Matched Re-Evaluation of TroVE on MATH cites this paper.

A Compute-Matched Re-Evaluation of TroVE on MATH Large Language Models as Tool Makers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T17:05:19.166732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 335164e0-ed96-4681-a70f-724f0dc9ab1b · inbound

UltraCUA: A Foundation Model for Computer Use Agents with Hybrid Action cites this paper.

UltraCUA: A Foundation Model for Computer Use Agents with Hybrid Action Large Language Models as Tool Makers

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T09:03:37.689378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b4f81a2-e654-4e2a-a53e-6123c2600f30 · inbound

AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning cites this paper.

AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning Large Language Models as Tool Makers

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T16:30:36.292953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a8566af-5627-4190-9012-7502767551de · inbound

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

Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward Large Language Models as Tool Makers

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:39:45.451166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation be53c7e1-d117-4727-a92c-e8a0618bda14 · inbound

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

Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward Large Language Models as Tool Makers

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T23:50:44.855460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2bfbf7-5000-436e-9208-eae4f7c2efa3 · inbound

Beyond Task Completion: A Verification-vs.-Conformance Gap in Tool-Evolving Agents cites this paper.

Beyond Task Completion: A Verification-vs.-Conformance Gap in Tool-Evolving Agents Large Language Models as Tool Makers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T15:09:29.436835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34beae88-cfe7-4f22-9b01-2a3a63091b84 · inbound

SkillDroid: Compile Once, Reuse Forever cites this paper.

SkillDroid: Compile Once, Reuse Forever Large Language Models as Tool Makers

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:00:04.248088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 880fe3c6-f916-4634-bba5-266a7258d7f0 · inbound

Rethinking Scale: Deployment Trade-offs of Small Language Models under Agent Paradigms cites this paper.

Rethinking Scale: Deployment Trade-offs of Small Language Models under Agent Paradigms Large Language Models as Tool Makers

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:56:05.449300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9c4eff4b-3a6e-49c6-989f-3644fecd3e7d · inbound

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

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications Large Language Models as Tool Makers

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:20:56.923428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 44ad9e7a-9df8-44db-9400-081727ffb06d · inbound

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

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications Large Language Models as Tool Makers

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-20T23:19:15.311646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 51261639-b794-4cb7-b0ac-0b2346aa043c · inbound

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

A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications Large Language Models as Tool Makers

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-30T23:25:07.387074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 11237192-69ab-4110-ae4d-3e5691626722 · inbound

SEAL: Synergistic Co-Evolution of Agents and Learning Environments cites this paper.

SEAL: Synergistic Co-Evolution of Agents and Learning Environments Large Language Models as Tool Makers

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:44:40.906426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e1b03061-742e-4927-ad7d-87449f4c01ae · inbound

Advancing Creative Physical Intelligence in Large Multimodal Models cites this paper.

Advancing Creative Physical Intelligence in Large Multimodal Models Large Language Models as Tool Makers

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:34:02.876929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3b1d5174-bf0c-4b69-bcb6-5f7d745cdfd3 · inbound

VESTA: Visual Exploration with Statistical Tool Agents cites this paper.

VESTA: Visual Exploration with Statistical Tool Agents Large Language Models as Tool Makers

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:56:10.538257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0d60f0b9-d793-4b3d-a25a-5a92f99539ef · inbound

PreAct: Computer-Using Agents that Get Faster on Repeated Tasks cites this paper.

PreAct: Computer-Using Agents that Get Faster on Repeated Tasks Large Language Models as Tool Makers

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:58:57.449156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e5c040d7-381f-4b82-856c-8be1d5bf95a4 · inbound

SKILL-DISCO: Distilling and Compiling Agent Traces into Reusable Procedural Skills cites this paper.

SKILL-DISCO: Distilling and Compiling Agent Traces into Reusable Procedural Skills Large Language Models as Tool Makers

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:39:50.597910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 46a1fe20-ee24-49d4-a3c8-56fa1533ab8f · inbound

Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries cites this paper.

Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries Large Language Models as Tool Makers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T14:13:05.342181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0567b21e-e719-40af-91a9-f82f51f247e3 · inbound

PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents cites this paper.

PhoenixRepair: Rethinking Repair Strategy Exploration in Software Agents Large Language Models as Tool Makers

Reference 113

Resolution: unresolved; no resolver link, observed 2026-08-01T14:12:01.052371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d12ffffc-3483-47dc-8e86-58d2445ba29e · inbound

FlowEvo: Self-Evolving Agents through the Co-Evolution of Workflows and Executable Skills cites this paper.

FlowEvo: Self-Evolving Agents through the Co-Evolution of Workflows and Executable Skills Large Language Models as Tool Makers

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T16:08:11.802816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9af4630f-0f75-4f74-a723-6e192958d893 · inbound

Agentic Re-Casting using Agentic Re-Simulations cites this paper.

Agentic Re-Casting using Agentic Re-Simulations Large Language Models as Tool Makers

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-01T04:29:03.644745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef68a31d-885e-413b-a914-ae55506515c3 · inbound

HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs cites this paper.

HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs Large Language Models as Tool Makers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T08:29:23.356856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.