Paper Citation Record · LEDGER

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph

As of 19 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2608.10504.

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

pith.paper-citation-record.v1
2608.10504 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:22:06.400659Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy22
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9796f0e4-3c25-47dc-917b-a8779b973255 · outbound

This paper cites Fromdatatowisdom.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Fromdatatowisdom

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.318319Z

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 10fd0b2b-1d85-4298-aa38-cc232f8f3942 · outbound

This paper cites GEPA:Reflectivepromptevolutioncanoutperformreinforcementlearning.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph GEPA:Reflectivepromptevolutioncanoutperformreinforcementlearning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.307663Z

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 ecf2054c-cee6-40fd-b575-79060d310756 · outbound

This paper cites Agent KB: Leveraging cross-domain experience for agentic problem solving,.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Agent KB: Leveraging cross-domain experience for agentic problem solving,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.296673Z

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 56247f1c-3446-4586-8ce5-e7860863d736 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.270000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22dbb010-d355-405e-8048-5e2ef75a3206 · outbound

This paper cites A general approximation technique for constrained forestproblems.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph A general approximation technique for constrained forestproblems

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.282956Z

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 e79ef721-f7f2-47cf-9a08-66bb4c489707 · outbound

This paper cites Flow: Modularized agentic workflow automation.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Flow: Modularized agentic workflow automation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.271227Z

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 b945b225-41b3-497a-a454-d08c31690075 · outbound

This paper cites DS-Agent: Automated data science by empowering large language models with case-basedreasoning.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph DS-Agent: Automated data science by empowering large language models with case-basedreasoning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.259566Z

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 a7a37638-3816-4cff-8ea0-c2b85d13df9e · outbound

This paper cites LightRAG: Simple and Fast Retrieval-Augmented Generation.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph LightRAG: Simple and Fast Retrieval-Augmented Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.283318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd554603-aba2-4b6a-8f01-60c54c1020f5 · outbound

This paper cites FromRAGtomemory: Non-parametriccontinuallearningforlarge languagemodels.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph FromRAGtomemory: Non-parametriccontinuallearningforlarge languagemodels

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.246574Z

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 e7bab570-2b1e-4ad7-aae1-8d7dd6569687 · outbound

This paper cites Upskill: Agent skill generation and evaluation.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Upskill: Agent skill generation and evaluation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.236055Z

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 50f7be3a-5f63-46c8-8229-ec916ca57975 · outbound

This paper cites https://ghuntley.com/loop/,2025.Autonomous agentlooppatternforiterativetaskcompletion.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph https://ghuntley.com/loop/,2025.Autonomous agentlooppatternforiterativetaskcompletion

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.224633Z

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 52579452-5708-4f05-af3c-7a008f6d7ac7 · outbound

This paper cites SWE-Bench-CL: Continual Learning for Coding Agents.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph SWE-Bench-CL: Continual Learning for Coding Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.295438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6927ec7-3fba-423f-b97c-30c8fec5117a · outbound

This paper cites Joshi, Hanna Mober, et al.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Joshi, Hanna Mober, et al

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.213707Z

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 bb4f04c1-bb27-4ea2-8a2f-77c6371b7b68 · outbound

This paper cites Feedback descent: Open-ended text optimization via pairwisecomparison.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Feedback descent: Open-ended text optimization via pairwisecomparison

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.301924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dfc04c8-fb59-40ce-9cfe-0bd19f9aa4f9 · outbound

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

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Organizing, orchestrating, and benchmarking agent skills at ecosystem scale.arXiv preprint arXiv:2603.02176,2026

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.304841Z

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Unavailable: canonical work link unavailable.

Observation 3fb1c521-cd3d-4f93-8fc8-fd8adff487ea · outbound

This paper cites SkillNet: Create, evaluate, and connect AI skills.arXiv preprint arXiv:2603.04448, 2026.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph SkillNet: Create, evaluate, and connect AI skills.arXiv preprint arXiv:2603.04448, 2026

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.307717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b798456-27c0-4b9c-ae2c-e15473c438b4 · outbound

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

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.310590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a801b68-bb20-4379-8b25-692b860d025c · outbound

This paper cites SWE- Next: Scalable real-world software engineering tasks for agents.arXiv preprint arXiv:2603.20691, 2026.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph SWE- Next: Scalable real-world software engineering tasks for agents.arXiv preprint arXiv:2603.20691, 2026

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.313536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea97dab7-26ce-4a3f-81c1-1e369bd432d8 · outbound

This paper cites Self-refine: Iterativerefinementwith self-feedback.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Self-refine: Iterativerefinementwith self-feedback

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.200787Z

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 e11e69ed-c99c-4122-8fa7-108258b1c5b5 · outbound

This paper cites Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.319610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 170c65fa-61c2-4929-9946-13cac3679fdb · outbound

This paper cites Optimizinginstructionsanddemonstrationsformulti-stagelanguagemodelprograms.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Optimizinginstructionsanddemonstrationsformulti-stagelanguagemodelprograms

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.188679Z

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 f676f7e8-d0fa-48e6-b24d-c47d6e6fc0c6 · outbound

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

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.326247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a33b1fe-1786-41fe-b42e-13841c1fd3fa · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph MemGPT: Towards LLMs as Operating Systems

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.330753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff51bf75-d562-49db-96a7-be008b2bb0f4 · outbound

This paper cites Synthesizingagenticdataforwebagentswithprogressivedifficultyenhancementmechanisms.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Synthesizingagenticdataforwebagentswithprogressivedifficultyenhancementmechanisms

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.334930Z

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Unavailable: canonical work link unavailable.

Observation 7707cfc9-df7e-4a7a-8d88-55b9e5d4ea8b · outbound

This paper cites Causality: Models, Reasoning, and Inference.CambridgeUniversityPress,2ndedition, 2009.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Causality: Models, Reasoning, and Inference.CambridgeUniversityPress,2ndedition, 2009

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.175076Z

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 b72904bc-72c0-4255-8548-238dcf9862bc · outbound

This paper cites Measuring and narrowing the compositionality gap in language models.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Measuring and narrowing the compositionality gap in language models

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.162435Z

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 f9454d0e-929a-4b43-b91b-e9df75aae524 · outbound

This paper cites ATOMIC: An atlas of machine common- senseforif-thenreasoning.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph ATOMIC: An atlas of machine common- senseforif-thenreasoning

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.150324Z

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 5377cf66-9f4b-4bf6-9807-c357bbaf35a7 · outbound

This paper cites Reflexion: Languageagentswithverbalreinforcementlearning.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Reflexion: Languageagentswithverbalreinforcementlearning

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.137813Z

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 9b0bd8b3-9a7f-4d83-89f5-6c0b48e10bd2 · outbound

This paper cites ConceptNet 5.5: An open multilingual graph of generalknowledge.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph ConceptNet 5.5: An open multilingual graph of generalknowledge

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.123443Z

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 dac711a4-83b6-4284-8cb0-301a711e40e5 · outbound

This paper cites Dynamic cheatsheet: Adaptive memory for test-time learning.arXiv preprint, 2025.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Dynamic cheatsheet: Adaptive memory for test-time learning.arXiv preprint, 2025

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.108640Z

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 ce4d8daf-23ce-4047-b7e0-52da2ef2f6d9 · outbound

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

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.361336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f27348a-8ac5-4dff-bc53-0a58a7ab950c · outbound

This paper cites Stateful reflective developer platforms (SRDP): Ai-native platforms for compounding agentproductivity.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Stateful reflective developer platforms (SRDP): Ai-native platforms for compounding agentproductivity

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.365503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efc0efe2-81c8-4c32-b101-ac819ebcf57a · outbound

This paper cites Agent Workflow Memory.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Agent Workflow Memory

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.369099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ad7bc42-d7ee-4f4d-b6ad-caff3bddefad · outbound

This paper cites Optimas: Optimizing compound AI systems with globally aligned local rewards.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Optimas: Optimizing compound AI systems with globally aligned local rewards

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.096106Z

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 383a5667-a658-42fa-a597-1d24cf528e18 · outbound

This paper cites SWE-Exp: Experience-driven software issue resolution, 2025.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph SWE-Exp: Experience-driven software issue resolution, 2025

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.376351Z

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Unavailable: canonical work link unavailable.

Observation 3f4bf510-de6e-4bf8-be71-90e4a3667c2c · outbound

This paper cites UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.380020Z

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Unavailable: canonical work link unavailable.

Observation e470408f-e63a-4f09-ac24-00231d1721a8 · outbound

This paper cites TextGrad: Automaticdifferentiationviatext.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph TextGrad: Automaticdifferentiationviatext

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.085169Z

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 07296308-e38b-43e1-82fe-4d65e748c6ce · outbound

This paper cites AFlow: Automatingagenticworkflowgeneration.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph AFlow: Automatingagenticworkflowgeneration

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.074369Z

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 9591bed4-b9c6-4828-ac7a-a8a9f90c87ba · outbound

This paper cites Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.389991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4003ebde-f63b-4fb6-ae7b-32aa4892bb17 · outbound

This paper cites BIRCH: An efficient data clustering method forverylargedatabases.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph BIRCH: An efficient data clustering method forverylargedatabases

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:07.063914Z

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 04d59125-7b23-45d3-ae37-ebf7d69a1797 · outbound

This paper cites arXiv preprint arXiv:2603.18743,2026.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph arXiv preprint arXiv:2603.18743,2026

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.397029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 803745be-896c-44a6-b322-765ea10b806d · outbound

This paper cites Synthetic Sandbox for Training Machine Learning Engineering Agents.

MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph Synthetic Sandbox for Training Machine Learning Engineering Agents

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:06.400659Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.