Paper Citation Record · LEDGER

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis

As of 10 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2607.24459.

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

pith.paper-citation-record.v1
2607.24459 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T14:26:53.526424Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation efb5fef5-c9ee-41fb-9474-5fbdbfe7c056 · outbound

This paper cites DexMachina: Functional Retargeting for Bimanual Dexterous Manipulation.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis DexMachina: Functional Retargeting for Bimanual Dexterous Manipulation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.135113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 953d13e7-8382-465d-8004-40dcaafafc77 · outbound

This paper cites Towards an AI co-scientist.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis Towards an AI co-scientist

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.243192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1ec44c5-a591-4626-a3ba-2d8beeebfd1a · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.302229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc4588f1-e253-4302-bc84-c90db88a60e3 · outbound

This paper cites ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-07-31T14:26:52.355499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88708047-8690-4df7-a06e-1ca8438e43fc · outbound

This paper cites ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.414276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b400ff7-35eb-4983-852d-b97f00ebcb9a · outbound

This paper cites CFDLLMBench: A Benchmark Suite for Evaluating Large Language Models in Computational Fluid Dynamics.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis CFDLLMBench: A Benchmark Suite for Evaluating Large Language Models in Computational Fluid Dynamics

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.468976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95dcb298-a3cb-428b-a234-2d35c075a376 · outbound

This paper cites FEM-Bench: A Structured Scientific Reasoning Benchmark for Evaluating Code-Generating LLMs.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis FEM-Bench: A Structured Scientific Reasoning Benchmark for Evaluating Code-Generating LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.524954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1671350-b6c5-468f-a93d-103fbf247634 · outbound

This paper cites SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.580357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c01d3f1-0b67-4721-98cf-6de0fdfc3de0 · outbound

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

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis SkillOpt: Executive Strategy for Self-Evolving Agent Skills

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.687659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91d505aa-0bcd-4b78-b6cb-a6df568489e0 · outbound

This paper cites ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.745085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1955fe08-dfff-491b-b70c-bd1edabf1e95 · outbound

This paper cites MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.783851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 894dbc8c-7a03-4632-a50a-741d2b61d0c1 · outbound

This paper cites MemEvolve: Meta-Evolution of Agent Memory Systems.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis MemEvolve: Meta-Evolution of Agent Memory Systems

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.814861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd754b38-33b6-44c1-8392-792f2504531b · outbound

This paper cites SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.847676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a903c2d9-fb6d-418b-a451-f7f76918fc81 · outbound

This paper cites Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.884915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bd9eda8-ea2c-4103-b8ee-c393e2d6be20 · outbound

This paper cites SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.947868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e13dcb47-08fe-43d7-bb38-5877c2b86d92 · outbound

This paper cites Skill-to-lora: From using skills to learning behaviors for token- efficient llm agents.arXiv preprint arXiv:2606.16769,.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis Skill-to-lora: From using skills to learning behaviors for token- efficient llm agents.arXiv preprint arXiv:2606.16769,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.990312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41d2b364-9ca8-404d-9205-a685dd5fa552 · outbound

This paper cites SciCode: A Research Coding Benchmark Curated by Scientists.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis SciCode: A Research Coding Benchmark Curated by Scientists

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.999650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 705f215e-bd51-4807-98d3-2c977af3077c · outbound

This paper cites Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:53.039628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 213a8350-52d6-4f2e-8f6c-8f0cec528fd6 · outbound

This paper cites Memp: Exploring Agent Procedural Memory.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis Memp: Exploring Agent Procedural Memory

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:53.080412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50f4d99e-fc9c-464a-a3f5-2f2fa16b574d · outbound

This paper cites MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:53.121891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c758dc3-eeda-4584-8bb4-e727d4695ab8 · outbound

This paper cites Recursive Self-Evolving Agents via Held-Out Selection.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis Recursive Self-Evolving Agents via Held-Out Selection

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:53.161111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 386d5f13-44ae-410d-b80b-25743bacbd80 · outbound

This paper cites Organizing, orchestrating, and benchmarking agent skills at ecosystem scale.arXiv preprint arXiv:2603.02176, 2026b.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis Organizing, orchestrating, and benchmarking agent skills at ecosystem scale.arXiv preprint arXiv:2603.02176, 2026b

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:53.201344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a4212b1-8fd5-4d69-8bfc-09ed61d7cbd4 · outbound

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

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:53.276008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f740aa1-5572-49da-94f1-4177acdb0dbe · outbound

This paper cites SkillEvolver: Skill Learning as a Meta-Skill.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis SkillEvolver: Skill Learning as a Meta-Skill

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:53.326077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27abc2cd-ff60-4c66-a258-57b2d4a257cc · outbound

This paper cites Skillwiki: A living knowledge infrastruc- ture for agent skills.arXiv preprint arXiv:2606.16523, 2026b.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis Skillwiki: A living knowledge infrastruc- ture for agent skills.arXiv preprint arXiv:2606.16523, 2026b

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:53.398468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 966d1149-01dd-491d-90c4-eda8ad39d53d · outbound

This paper cites AgentTrap: Measuring Runtime Trust Failures in Third-Party Agent Skills.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis AgentTrap: Measuring Runtime Trust Failures in Third-Party Agent Skills

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:53.427047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d71d55c9-d00c-46ed-af8d-77bae1e181bf · outbound

This paper cites Skills Are Not Islands: Measuring Dependency and Risk in Agent Skill Supply Chains.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis Skills Are Not Islands: Measuring Dependency and Risk in Agent Skill Supply Chains

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:53.476943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c80ce6f-79b9-4e35-a9d9-77c7d4f71c57 · outbound

This paper cites OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:53.526424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd08ec46-9c1c-4076-947d-82c7281644be · outbound

This paper cites TTRL: Test-Time Reinforcement Learning.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis TTRL: Test-Time Reinforcement Learning

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.203859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6a6a796-18b2-4416-b67f-87326af08f80 · outbound

This paper cites Inducing Programmatic Skills for Agentic Tasks.

From Execution to Capability: Scientific Experience Consolidation via Procedural Knowledge Synthesis Inducing Programmatic Skills for Agentic Tasks

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-07-31T14:26:52.634156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.