Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T22:24:26.528532Z
Paper Citation Record · LEDGER
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces
As of 15 August 2026, this Paper Citation Record lists 83 of 83 outbound references and 3 inbound Pith citation observations for arXiv:2605.10913.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T00:42:08.539209Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T00:42:10.237088Z
Reference resolution
83 of 83 outbound references displayed
- verified exact30
- verified fuzzy29
- unresolved8
- parse uncertain1
- malformed identifier1
- metadata mismatch14
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 25fc104a-dcb4-4d13-af91-8b924572246b · outbound
This paper cites URL https://www.anthropic.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces URL https://www.anthropic
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.644175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 57365df4-625d-4bf6-8279-510ffae605dd · outbound
This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T22:25:06.848067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bd0c7efd-2980-4af5-879a-1d64601368db · outbound
This paper cites How to Train Your Advisor: Steering Black-Box LLMs with Advisor Models.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces How to Train Your Advisor: Steering Black-Box LLMs with Advisor Models
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T22:25:06.782327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7103ba4f-9464-4d37-82f2-a7a1edf0f6bc · outbound
This paper cites Why Do Multi-Agent LLM Systems Fail?.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Why Do Multi-Agent LLM Systems Fail?
Reference 4
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T22:25:06.769897Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 372711d5-8fb3-46d1-8368-d585ef0fb0e3 · outbound
This paper cites Context-lite multi-turn reinforcement learning for LLM agents.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Context-lite multi-turn reinforcement learning for LLM agents
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.645868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ba241145-2577-46f8-aa81-c3e50cd1029c · outbound
This paper cites Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T22:25:06.774418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 56e0c4f6-d01b-4efa-9740-d46fba2e39a9 · outbound
This paper cites Endless terminals: Scaling rl environments for terminal agents.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Endless terminals: Scaling rl environments for terminal agents
Reference 7
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T22:25:06.766868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6c2d2dc9-93ee-4d62-9ef6-01c70df23a4e · outbound
This paper cites Measuring mathematical problem solving with the math dataset.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Measuring mathematical problem solving with the math dataset
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.647627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d4cffed0-ce73-461d-9552-d642fb2d00d4 · outbound
This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Measuring Mathematical Problem Solving With the MATH Dataset
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.777008Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c08b9c47-11a1-406e-a9cb-1d77f4417910 · outbound
This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.749327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 351e8629-b27e-48c4-8fd6-49634549c335 · outbound
This paper cites Treerl: Llm rein- forcement learning with on-policy tree search.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Treerl: Llm rein- forcement learning with on-policy tree search
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.649325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dafe27cd-11b2-44e6-ac75-0330424b2f89 · outbound
This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.820923Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9c640bce-aa31-4960-b0c2-6dd05375d280 · outbound
This paper cites Tree search for llm agent reinforcement learning.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Tree search for llm agent reinforcement learning
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T22:25:06.860301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 89add875-e43f-4268-b9a7-48d3321ea041 · outbound
This paper cites HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T22:25:06.788075Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a7b3a2ca-194c-47c8-be94-3822aa031c23 · outbound
This paper cites SWE-bench: Can language models resolve real-world github issues? InThe Twelfth International Conference on Learning Representations.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces SWE-bench: Can language models resolve real-world github issues? InThe Twelfth International Conference on Learning Representations
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.664979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation eec186db-6339-430e-b818-1258aafd4797 · outbound
This paper cites DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
Reference 16
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T22:25:06.785070Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7507628b-67a4-4ec1-816f-41f26a1c3f09 · outbound
This paper cites https://arxiv.org/abs/2601.13295.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces https://arxiv.org/abs/2601.13295
Reference 17
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T22:25:06.790886Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 88a3f839-03cf-4032-9bf1-3da25011db13 · outbound
This paper cites Scaling Test-Time Compute for Agentic Coding.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Scaling Test-Time Compute for Agentic Coding
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.802567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 54b958bf-0722-4203-a242-d1abff3f5c3e · outbound
This paper cites Tinker.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Tinker
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.663236Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c77e714c-8053-441e-b392-0cf157f2f11e · outbound
This paper cites Meta-Harness: End-to-End Optimization of Model Harnesses.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Meta-Harness: End-to-End Optimization of Model Harnesses
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.805107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c7a139c3-b055-4612-975a-52d43ab3e2bc · outbound
This paper cites Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Agentic Aggregation for Parallel Scaling of Long-Horizon Agentic Tasks
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.807895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dbd062f6-8487-4959-b67a-bdc1429a5f69 · outbound
This paper cites Combee: Scaling Prompt Learning for Self-Improving Language Model Agents.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Combee: Scaling Prompt Learning for Self-Improving Language Model Agents
Reference 22
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T22:25:06.796049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 66d91afe-1467-4e86-894b-3e3b51f9a5e2 · outbound
This paper cites AgentGit: A Version Control Framework for Reliable and Scalable LLM-Powered Multi-Agent Systems, November 2025.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces AgentGit: A Version Control Framework for Reliable and Scalable LLM-Powered Multi-Agent Systems, November 2025
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T22:25:06.823722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 14a58093-3aee-4667-9a9d-b013298ef90f · outbound
This paper cites Stop wasting your tokens: Towards efficient runtime multi-agent systems.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Stop wasting your tokens: Towards efficient runtime multi-agent systems
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T22:25:06.815844Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fca59e70-5b37-42a0-81e0-55231c125552 · outbound
This paper cites Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
Reference 25
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T22:25:06.838406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fe07a94a-7c72-44b5-bc72-564369eefde5 · outbound
This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces AlphaEvolve: A coding agent for scientific and algorithmic discovery
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.828487Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fbb75cdb-4f88-40da-92f2-7ec313dba61f · outbound
This paper cites NVIDIA Nemotron 3: Efficient and Open Intelligence.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces NVIDIA Nemotron 3: Efficient and Open Intelligence
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.826065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0e7f3b42-b003-46b0-af68-aa094b53d3eb · outbound
This paper cites Generalizing verifiable instruction following.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Generalizing verifiable instruction following
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.659878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 15ce004a-c6e3-4d5a-bf58-c37d325a01be · outbound
This paper cites Generalizing Verifiable Instruction Following.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Generalizing Verifiable Instruction Following
Reference 29
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.840651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a78bb6f3-a91d-4ccb-aa5d-b8d95b39f8cb · outbound
This paper cites Qwen3.5: Towards native multimodal agents, February 2026.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Qwen3.5: Towards native multimodal agents, February 2026
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.656404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c68a5fd1-3fc6-4d89-a555-75226f01feeb · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 31
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.855404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8d1fa786-8ba2-4035-9d04-697678332337 · outbound
This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Reflexion: Language Agents with Verbal Reinforcement Learning
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.853049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 89fed584-59bc-45d9-96ca-c4fc2b7fa943 · outbound
This paper cites Reinforcement learning: An introduction 1st edition.Exp.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Reinforcement learning: An introduction 1st edition.Exp
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.658294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 416873de-0bb0-4a79-976b-41e28961430c · outbound
This paper cites arXiv preprint arXiv:2603.08754 , year=.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces arXiv preprint arXiv:2603.08754 , year=
Reference 34
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T22:25:06.798852Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 08a77e44-c60f-4920-8359-558e0bc390e4 · outbound
This paper cites Counterfactual explanations without open- ing the black box: Automated decisions and the gdpr.Harvard Journal of Law & Technology, 31(2):841–887.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Counterfactual explanations without open- ing the black box: Automated decisions and the gdpr.Harvard Journal of Law & Technology, 31(2):841–887
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.666760Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0fc617fb-abbe-4ebe-b304-2c7c4070450f · outbound
This paper cites Fork, Explore, Commit: OS Primitives for Agentic Exploration, February 2026.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Fork, Explore, Commit: OS Primitives for Agentic Exploration, February 2026
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T22:25:06.810759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 79bf1207-d31b-4361-9264-e78ee30f9006 · outbound
This paper cites AgentSPEX: An Agent SPecification and EXecution Language.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces AgentSPEX: An Agent SPecification and EXecution Language
Reference 37
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.813274Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 54eb9310-cc92-4ba7-a54d-10aff499d9b3 · outbound
This paper cites Miao Xiong, Zhiyuan Hu, Xinyang Lu, Yifei Li, Jie Fu, Junxian He, and Bryan Hooi.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Miao Xiong, Zhiyuan Hu, Xinyang Lu, Yifei Li, Jie Fu, Junxian He, and Bryan Hooi
Reference 38
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T22:25:06.764117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 04e089d5-7d1b-442c-bd21-1db39b3cdea8 · outbound
This paper cites The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents
Reference 39
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T22:25:06.779834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 40e2d90c-439d-4d65-8ac6-a798aae9403f · outbound
This paper cites ThetaEvolve: Test-time Learning on Open Problems.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces ThetaEvolve: Test-time Learning on Open Problems
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.653066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ccd29cbf-6e2c-403a-b3dc-dd4ae2581355 · outbound
This paper cites ThetaEvolve: Test-time Learning on Open Problems.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces ThetaEvolve: Test-time Learning on Open Problems
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.818134Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 298d372a-b8a5-44c8-be60-66a7d322fcb7 · outbound
This paper cites Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory
Reference 42
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T22:25:06.845608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 457b87b4-ce07-4c60-9612-f19dbdbdd674 · outbound
This paper cites Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing, February 2026.https://arxiv.org/abs/2602.04837.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing, February 2026.https://arxiv.org/abs/2602.04837
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T22:25:06.752247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a6da95cb-26cf-4bcd-8ac5-d31c742e780b · outbound
This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Reference 44
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.754949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c06823f6-3127-455a-9372-d4dd670514df · outbound
This paper cites Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.651389Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 263541a2-90e1-4a71-9a06-1d7fa9c22b9b · outbound
This paper cites Agent0: Unleashing self-evolving agents from zero data via tool-integrated reasoning.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Agent0: Unleashing self-evolving agents from zero data via tool-integrated reasoning
Reference 46
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T22:25:06.758248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4381af6b-484e-4d31-a9eb-fc198f968980 · outbound
This paper cites Lillicrap, Kenji Kawaguchi, and Michael Shieh.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Lillicrap, Kenji Kawaguchi, and Michael Shieh
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.654621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 48f329f6-4104-4082-8909-01fa1b90e315 · outbound
This paper cites Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T22:25:06.761279Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 20e55179-4182-4958-8c7d-2e1819b01b4e · outbound
This paper cites Recursive Language Models.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Recursive Language Models
Reference 49
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-30T22:25:06.793273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e884309d-7574-4d05-9672-6659abe5ea02 · outbound
This paper cites Zhang, Zhening Li, and Omar Khattab.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Zhang, Zhening Li, and Omar Khattab
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.649483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3cf551f6-7950-443d-8a4e-fe6a73c0fb61 · outbound
This paper cites AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?
Reference 51
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T22:25:06.850662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0eee90a7-f8ee-43cb-b3f3-e30da609b6c0 · outbound
This paper cites Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents
Reference 52
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.857871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2407b1cf-e59b-4d57-af3b-756e1febdc4e · outbound
This paper cites Hyperagents.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Hyperagents
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T22:25:06.862879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 098ba6c9-dc5c-4dca-8f98-4cf39c5f2f46 · outbound
This paper cites Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-07-17T01:20:39.022855Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 662f8097-65a6-47d5-89d7-be957c0cf72a · outbound
This paper cites Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
Reference 55
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.835753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ab04d3b1-af5a-4809-9c57-2a628ad94e5d · outbound
This paper cites MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.661569Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation aff6b6cc-1b55-44cd-baa3-9a75283c8eee · outbound
This paper cites MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory
Reference 57
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.843292Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5c9e292e-0cde-41f2-9430-db34a9572b1e · outbound
This paper cites Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Reference 58
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T22:25:06.830807Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d4f09071-1a34-493d-a0ba-2f106ba0f6ad · outbound
This paper cites less improved.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces less improved
Reference 59
- Resolution
- verified exact
- doi, observed 2026-06-30T22:25:05.816423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 75e8d419-74b1-493d-90f1-ddabf43ca437 · outbound
This paper cites This should be the default for the vast majority of agents on most ticks.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces This should be the default for the vast majority of agents on most ticks
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.642737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5b1bed63-e0ed-4060-ba08-5909c4c4aec9 · outbound
This paper cites oh, the supervisor is nudging me.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces oh, the supervisor is nudging me
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.640972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3d4591d3-28ee-4cbc-b561-bce3407b2090 · outbound
This paper cites redirect.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces redirect
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.644335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5635c1c5-9286-403c-8cf4-1f5c4cd0e6e7 · outbound
This paper cites none”. • “Stuck in a loop.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces none”. • “Stuck in a loop
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.646019Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 92463797-fac1-4bea-8de5-a57438a8c929 · outbound
This paper cites an unresolved cited work.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-07-07T13:53:48.642530Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c49d231a-f860-469c-b4d5-189fd3d35697 · outbound
This paper cites an unresolved cited work.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-07-07T13:53:48.679608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 73fe1411-a3ef-482d-bbb5-02e864b548ee · outbound
This paper cites an unresolved cited work.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-07-07T13:53:48.672123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 07702f2b-1030-420a-880f-10955359c11e · outbound
This paper cites Whenfinish_session returns control to the host, the proposer’s LLM session terminates and no chat-history context survives across sessions.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Whenfinish_session returns control to the host, the proposer’s LLM session terminates and no chat-history context survives across sessions
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.673954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1df0b9a4-140a-45c1-874f-7ca0b182e574 · outbound
This paper cites It is the host’s compact projection of 6candidates, failures, prior logs, and the handoff contract.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces It is the host’s compact projection of 6candidates, failures, prior logs, and the handoff contract
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.675941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 57926b96-2632-4987-9b68-1db04e7c6293 · outbound
This paper cites an unresolved cited work.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-07-07T13:53:48.678001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d496842d-1e06-4ee4-b467-efdaf49ecbdf · outbound
This paper cites an unresolved cited work.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-07-07T13:53:48.668994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 85d8b637-99e6-400d-8cb6-7c9036010a0d · outbound
This paper cites These targeted checks are the 15preflight before hidden aggregate dev scoring.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces These targeted checks are the 15preflight before hidden aggregate dev scoring
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.662571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3920849d-9e5d-4718-a357-dfd29b9dc3d3 · outbound
This paper cites an unresolved cited work.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-07-07T13:53:48.669809Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 38291ea3-6fdf-4b45-96b3-87d810c15420 · outbound
This paper cites an unresolved cited work.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-07-07T13:53:48.664152Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ed532253-93d3-47f4-b85c-c5c378194465 · outbound
This paper cites show_history; read one trace.md of an interesting prior 35run; identify a failure CLASS (>=2 examples).
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces show_history; read one trace.md of an interesting prior 35run; identify a failure CLASS (>=2 examples)
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.665843Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f50c9037-aa96-454b-b6ba-703b5db7ba73 · outbound
This paper cites Required before every batch.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Required before every batch
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.670587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3b08385f-6bc0-4503-9eef-1f614e556480 · outbound
This paper cites branch(from_ref=...) to reset workflow/.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces branch(from_ref=...) to reset workflow/
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.659169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9451208b-2605-400f-ae04-8877a210135a · outbound
This paper cites an unresolved cited work.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Unresolved cited work
Reference 77
- Resolution
- parse uncertain
- raw_fallback, observed 2026-07-07T13:53:48.667444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 943cac3a-03ee-4680-9160-4e0d9d4b6cbc · outbound
This paper cites 43Provide explicit targeted_examples for every variant.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces 43Provide explicit targeted_examples for every variant
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.681272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 19ea7fe8-6526-4c07-82a2-a7fc7d59ebad · outbound
This paper cites Required between runs.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Required between runs
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.668289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 17b05ab9-2186-48d3-a3d1-7e2c73e25c74 · outbound
This paper cites Flat dev is not a stop condition; 46switch to a structurally different move.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Flat dev is not a stop condition; 46switch to a structurally different move
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.654340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5bf2a6f6-a49e-46a0-9203-94c296b0a311 · outbound
This paper cites an unresolved cited work.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Unresolved cited work
Reference 81
- Resolution
- unresolved
- raw_fallback, observed 2026-07-07T13:53:48.651038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5aa754f5-d33c-4a47-aafc-f6d5befac9e0 · outbound
This paper cites Near-duplicates of apromotedmechanism pass silently; recombination is encouraged.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces Near-duplicates of apromotedmechanism pass silently; recombination is encouraged
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T13:53:48.652741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dc51d415-c2b4-4ee9-90ae-f275c239f287 · outbound
This paper cites session_index.
Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces session_index
Reference 83
- Resolution
- malformed identifier
- raw_fallback, observed 2026-07-07T13:53:48.657634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Pith citing papers
Observation 261ececa-b665-4804-96f4-f1265a4b32f2 · inbound
Claim Plane: Enforceable Change Intents and Dynamic Scope for Parallel Coding Agents cites this paper.
Claim Plane: Enforceable Change Intents and Dynamic Scope for Parallel Coding Agents Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T06:27:57.112419Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09729803-4271-47fb-8d04-62b3868e99f6 · inbound
From Cognitive Architectures to Language Agents: A Mechanism-Level Review of Lineage, Convergence, and Migration Gaps cites this paper.
From Cognitive Architectures to Language Agents: A Mechanism-Level Review of Lineage, Convergence, and Migration Gaps Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:30:37.734265Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9702b0b-fa87-4443-81eb-fc9cf3fd8cf0 · inbound
Claim Plane: Reliability Gains and the Limits of Selective Concurrency for Parallel Coding Agents: A 30-Pair, Three-Seed Confirmatory Study of Deterministic Pre-Write Admission cites this paper.
Claim Plane: Reliability Gains and the Limits of Selective Concurrency for Parallel Coding Agents: A 30-Pair, Three-Seed Confirmatory Study of Deterministic Pre-Write Admission Shepherd: Enabling Programmable Meta-Agents via Reversible Agentic Execution Traces
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T00:42:10.337785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.