Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:18:16.184665Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2608.10037.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:18:16.184665Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
60 of 60 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 801c8bcd-c38e-484e-97ec-60232818d3ae · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents (2026) Docschisel
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e73c4dce-8211-4f71-9417-ff1523eee4cc · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents (2025) Claude code
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 302b2fcc-ac0f-46c5-a7c6-bb21767df003 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents (2025) Writing effective tools for agents — with agents
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fefaf750-e06a-4fb1-966b-58255794e905 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents (2024) Coze
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 08bf60d3-9ca3-44d0-b3ef-dca3bbff5cfe · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Automatic evaluation of api usability using complexity metrics and visualizations,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2634c2de-e054-4294-a925-484208e95d05 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Improving api documentation usability with knowledge pushing,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b546d0cb-cb76-4ace-82af-8747f510df59 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents (2024) Dify
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 43e4178c-302e-4952-860f-0396edafab89 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Anytool: Self-reflective, hierarchical agents for large-scale api calls,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 06205ef2-a291-406a-ab88-42de75ecb3fc · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Play2prompt: Zero-shot tool instruction optimization for llm agents via tool play,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aec939af-4320-4676-8ae7-b350b6c41227 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents JTPRO: A Joint Tool-Prompt Reflective Optimization Framework for Language Agents
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d5b37554-0fac-4ccf-9941-b776d9e9e518 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef80f497-532b-480c-a1fb-3ecc3d073419 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents (2023) Google gemini
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4c2e1306-50d2-4356-bc89-e87312c13d22 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Gravitas
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c21a2884-8506-4900-adf4-2641ce1e29d1 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Learning to Rewrite Tool Descriptions for Reliable LLM-Agent Tool Use
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7a9c855e-af44-474a-b7d5-452b3445ce26 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Llm-based multi-agent systems for software engineering: Literature review, vision, and the road ahead,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c93a8f7b-0e92-4168-addc-4b7001622bc1 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents A simple sequentially rejective multiple test procedure,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8686a024-415f-4357-b651-b6317b001471 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Metagpt: Meta programming for a multi- agent collaborative framework,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d1cd341f-1810-4714-9ecc-61b81172f09a · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Large language models for software engi- neering: A systematic literature review,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85e97315-9b49-493a-be2a-541802c25a69 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0d887b5-586d-4c45-9f1d-b1a3c9a0999e · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Chatgpt for shaping the future of dentistry: the potential of multi-modal large language model,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 07ad7336-b29a-46e0-b63e-b215c01a9dfe · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Crmarena: Understanding the capacity of llm agents to perform professional crm tasks in realistic environments,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 92603ab7-9cd7-4fdc-ab26-22d34024fcb4 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Metatool benchmark for large language models: Deciding whether to use tools and which to use,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fadb12ea-68cd-4488-a560-ec01a6ae6063 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Swe-bench: Can language models resolve real-world github issues?
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 18565f4b-fdbd-4c23-b3e9-1598a75ee085 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Automatic detection of five api documentation smells: Practitioners’ perspectives,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9b55bbba-d2f5-4301-84b5-11998e904297 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents (2024) Langchain: Build agents faster, your way
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c69f7326-2c6d-44c0-8a09-b6f2a7723aa0 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Verification-guided context optimization for tool calling via hierarchical llms-as-editors,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30ad9b82-e658-4897-9776-9bb68b8888e5 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Api-bank: A comprehensive benchmark for tool-augmented llms,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b34249d3-5f79-4f07-8d5b-6462867b60f1 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Soen-101: Code generation by emulating software process models using large language model agents,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7a4a2515-e69e-4e97-92ee-cd6c639e93b9 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware Filtering
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d4b044c-595c-4813-bb89-395263abcf99 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Patterns of knowledge in api reference documentation,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7d82f430-c1c2-41ee-9098-d825cd2a463d · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Mann-whitney u test,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ed6ca35-b21c-4965-9833-b095f10dbd60 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Collaboration challenges in building ml-enabled systems: Communication, documentation, engi- neering, and process,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fbfee106-cdf6-4410-858d-aceadde670a1 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents A systematic mapping study on api documentation generation approaches,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 04c20019-0ad6-4566-8bfa-2bd90c89f084 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents (2023) Introducing chatgpt
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e01e9db7-66be-4f08-af9c-fc8d7d05c3b3 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents (2024) Gpt-4o
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1f0fd8e2-cfaf-422d-830e-f16ef394c532 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents (2025) Introducing codex
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 68b7b448-ce0a-49c6-b4f9-9fb3cf18d939 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents (2024) Openapihub
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1beccd1e-8922-4df8-88fb-28153526d47d · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Gorilla: Large language model connected with massive apis,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c12a672-a1e7-423f-a5bd-30975098b457 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents An empirical study of api usability,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e1209883-57ce-473c-a839-c291c80030bf · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Toolllm: Facilitating large language models to master 16000+ real-world apis,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f29ac493-23d3-44c7-bd3b-e94e86a1f63b · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Towards completeness-oriented tool retrieval for large language models,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 33f204ef-80a2-4f27-9ce8-74ba7b083c4e · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents From exploration to mastery: Enabling llms to master tools via self-driven interactions,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8656b44d-3936-40ff-b4db-af37529d65d6 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents (2024) Rapidapi
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 07d0b46f-4f0d-49ba-8086-84569525a171 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Toolformer: Language models can teach themselves to use tools,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04bff4c0-4070-412a-ae7d-8b0a6aaf5c1c · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Shortcutsbench: A large-scale real-world benchmark for api-based agents,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 764327a4-e065-4e14-8127-1c33e40a1e9a · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents An empirical study on evolution of api documentation,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 58f4ac56-7e77-43d4-9ca6-5dcaedab92f6 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Tool learning in the wild: Empowering language models as automatic tool agents,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fa50b145-dd5e-4fd8-8cea-c566a5445187 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc53e66b-e793-4931-89ca-1c90e35f662a · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Live api documenta- tion,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5e80a77b-0f74-4db2-90c0-707c18d66ca9 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c763b22-4d7e-4288-a0dd-dc197d4fbe3a · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Autogen: Enabling next-gen llm applications via multi-agent conversations,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e11a8cdb-29d4-4bb8-9e33-ccc2e19f864e · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Demystifying llm-based software engineering agents,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd84d87b-b936-4306-b40e-00b2d0c2948e · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents On the Tool Manipulation Capability of Open-source Large Language Models
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00382caa-6ec1-48a4-ab05-77255561d65d · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Swe-agent: Agent-computer interfaces enable automated software engineering,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1c8f869-8ec3-4d40-a557-3a9c4cb712b9 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99810f11-3699-49b4-97d2-01aad0807cf9 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents ReAct: Synergizing Reasoning and Acting in Language Models
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67a20eb4-adfe-4e7b-bd91-f806a7f16333 · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Benchmarking LLM Tool-Use in the Wild
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8894cb7-583d-4248-9ef7-9292f06e57db · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Easytool: Enhancing llm-based agents with concise tool instruction,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cbf75684-8be0-4f9f-9219-0494acbaa31d · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents GLM-5: from Vibe Coding to Agentic Engineering
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d5da286-da30-4808-b6eb-c6e939cf0c5b · outbound
DOCSCHISEL: Adaptive Tool Documentation Optimization Framework for LLM Agents Losemb: Logic- guided semantic bridging for inductive tool retrieval,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
No inbound Pith citation observations are available.