Paper Citation Record · LEDGER

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees

As of 21 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2608.08677.

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

pith.paper-citation-record.v1
2608.08677 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:32:17.339575Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

verified exact3
verified fuzzy16
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1775163b-4b2b-4fb5-abd2-c591d1ff52a1 · outbound

This paper cites Gepa: Reflective prompt evolution can outper- form reinforcement learning.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Gepa: Reflective prompt evolution can outper- form reinforcement learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:18.343946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e6ca8fde-64e8-49a0-9187-ba6ce4cbd6d3 · outbound

This paper cites EvoSkill: Automated Skill Discovery for Multi-Agent Systems.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees EvoSkill: Automated Skill Discovery for Multi-Agent Systems

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:16.557448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e7a9fc9-f939-488f-9a9b-adde44812657 · outbound

This paper cites Step-level value preference optimization for mathematical reasoning.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Step-level value preference optimization for mathematical reasoning

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:18.325347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f1e51ecd-d254-4fb5-9d99-3570b214e5e6 · outbound

This paper cites SkillCAT: Contrastive, Assessment-Augmented and Topology-AwareSkill Self-Evolution for LLM Agents.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees SkillCAT: Contrastive, Assessment-Augmented and Topology-AwareSkill Self-Evolution for LLM Agents

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:32:17.837382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cf9cdc56-b296-4a7a-8fc2-38cb499f61fa · outbound

This paper cites SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:16.642190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01f1a494-c3c5-4187-94f8-f0bb1a6ad4cf · outbound

This paper cites Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:16.684753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fb36e48-1be1-42b1-8fa0-7c289d50bd5e · outbound

This paper cites Branching Policy Optimization: Sandbox-Native Language Agent Reinforcement Learning.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Branching Policy Optimization: Sandbox-Native Language Agent Reinforcement Learning

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:32:17.759499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d2dc95e5-ce4a-4926-a663-00456e0bef3f · outbound

This paper cites Olympiadbench: A challenging bench- mark for promoting agi with olympiad-level bilingual multimodal scien- tific problems.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Olympiadbench: A challenging bench- mark for promoting agi with olympiad-level bilingual multimodal scien- tific problems

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:18.307646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 60709784-c637-4feb-a97b-60059476a57b · outbound

This paper cites Livemathematicianbench: A live benchmark for mathematician-level reasoning with proof sketches.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Livemathematicianbench: A live benchmark for mathematician-level reasoning with proof sketches

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:16.759173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be9a836d-7b1e-47cf-ba86-15a98bc572ec · outbound

This paper cites Advancing process verification for large language models via tree-based preference learning.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Advancing process verification for large language models via tree-based preference learning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:18.284521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 28f6dbe2-c708-4900-8c62-8c34bdfbe7b2 · outbound

This paper cites Bandit based monte-carlo plan- ning.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Bandit based monte-carlo plan- ning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:18.264176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e2efb5fd-7ab7-41b6-91f9-bf3933565003 · outbound

This paper cites Let’s verify step by step.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Let’s verify step by step

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:18.244983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e5104509-e0e5-401d-9ad0-b24863cdb504 · outbound

This paper cites Openclaw-skill: Collective skill tree search for agentic large language models.arXiv preprint arXiv:2606.16774, 2026.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Openclaw-skill: Collective skill tree search for agentic large language models.arXiv preprint arXiv:2606.16774, 2026

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-14T04:32:17.676015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 552124c0-9afc-4b6c-9d3e-0de758d4884c · outbound

This paper cites Learning from contrasts: Synthesizing reasoning paths from diverse search trajectories.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Learning from contrasts: Synthesizing reasoning paths from diverse search trajectories

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:18.227713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99c55c20-6ce1-4ff4-b1cd-babeca12569e · outbound

This paper cites SkillGen: Verified Inference-Time Agent Skill Synthesis.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees SkillGen: Verified Inference-Time Agent Skill Synthesis

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:16.973967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85ab481d-546c-4c0b-ac3d-0fddf28b5f5c · outbound

This paper cites Spreadsheetbench: Towards challenging real world spreadsheet manipulation.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Spreadsheetbench: Towards challenging real world spreadsheet manipulation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:18.209776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 27214777-c2e5-4e1f-8c1d-1b49efbef63a · outbound

This paper cites Docvqa: A dataset for vqa on document images.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Docvqa: A dataset for vqa on document images

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:17.045964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c949574-370c-40ba-aad3-7e938f3b2e9b · outbound

This paper cites Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:17.084753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af3a9460-08be-41d7-b98b-a05b98aa59e5 · outbound

This paper cites Officeqa pro: An enterprise benchmark for end-to-end grounded reasoning.CoRR, abs/2603.08655, 2026.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Officeqa pro: An enterprise benchmark for end-to-end grounded reasoning.CoRR, abs/2603.08655, 2026

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:17.114471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fbe93e3-89b6-49bf-9678-e016ce9b8621 · outbound

This paper cites Sigma: Refining large language model rea- soning via sibling-guided monte carlo augmentation.Advances in Neural Information Processing Systems, 38:84265–84297, 2026.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Sigma: Refining large language model rea- soning via sibling-guided monte carlo augmentation.Advances in Neural Information Processing Systems, 38:84265–84297, 2026

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:18.165154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3b22c988-c0b0-4516-b8f9-e301aee80a5d · outbound

This paper cites SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:17.156007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 151187cc-2eb1-4e7a-8747-845d5cd1c726 · outbound

This paper cites Reflexion: language agents with verbal reinforcement learning.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Reflexion: language agents with verbal reinforcement learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:18.143359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d4e6f909-ca02-4ca1-9a40-a010cb044eac · outbound

This paper cites ALFWorld: Aligning Text and Embodied Environments for Interactive Learning.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:17.177195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d6beabb-2d6c-44e9-bf9a-61ab580df7d5 · outbound

This paper cites Mas- tering the game of go without human knowledge.Nature, 550(7676): 354–359, 2017.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Mas- tering the game of go without human knowledge.Nature, 550(7676): 354–359, 2017

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:18.116352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 153c9118-e475-4dfb-b2d1-65eb9143be1a · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:17.205629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7957fab6-b695-42d8-9765-82ce954c234f · outbound

This paper cites SkillGrad: Optimizing Agent Skills Like Gradient Descent.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees SkillGrad: Optimizing Agent Skills Like Gradient Descent

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:17.233775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 146cb929-687f-4edd-bda6-d8890045e363 · outbound

This paper cites Math-shepherd: Verify and reinforce llms step-by-step without human annotations.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Math-shepherd: Verify and reinforce llms step-by-step without human annotations

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:18.056275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 64ab86ce-663c-4109-b307-fe785b9c337b · outbound

This paper cites Buffer of thoughts: Thought- augmented reasoning with large language models.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Buffer of thoughts: Thought- augmented reasoning with large language models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:17.994142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2c2ae469-6676-4cfd-93a3-7b39433f20f8 · outbound

This paper cites SkillOpt: Executive Strategy for Self-Evolving Agent Skills.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:17.297721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bab1e169-dd7f-496a-9f43-920100b774b4 · outbound

This paper cites Tree of thoughts: Deliberate problem solv- ing with large language models.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Tree of thoughts: Deliberate problem solv- ing with large language models

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:17.975338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 84d93f89-7a0d-4ea9-b54a-97953d9026f1 · outbound

This paper cites SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:17.314755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a43b74d-b321-4cb4-99d9-146805f9c73b · outbound

This paper cites Optimizing generative ai by backpropagating language model feedback.Nature, 639(8055):609–616, 2025.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Optimizing generative ai by backpropagating language model feedback.Nature, 639(8055):609–616, 2025

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:17.319543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7638767-fe4a-4afe-af04-a7ff343d2ede · outbound

This paper cites Expel: Llm agents are experiential learners.Proceedings of the AAAI Conference on Artificial Intelligence, 38(17):19632–19642, 2024.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Expel: Llm agents are experiential learners.Proceedings of the AAAI Conference on Artificial Intelligence, 38(17):19632–19642, 2024

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:17.925767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bf0f7918-eb88-4e02-8fc1-04131c24fd24 · outbound

This paper cites Language agent tree search unifies reasoning, acting, and planning in language models.

Branch2Skill: Efficient Skill Evolution Through Reasoning Trees Language agent tree search unifies reasoning, acting, and planning in language models

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:32:17.884901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.