# Research sources

English | [中文](SOURCES.zh.md)

Reference repositories are consulted during clean DSH-native reimplementation. They are not vendored into this project. Each note records the exact inspected revision, relevant files, defining behavior, DSH mapping, and intentional differences.

| Harness | Primary source | Research note |
|---|---|---|
| ReAct | [Paper](https://arxiv.org/abs/2210.03629) | [Note](react.md) |
| Plan-and-Execute | [Official repository](https://github.com/SqueezeAILab/plan-and-act) | [Note](plan-and-execute.md) |
| ReSum | [Official repository](https://github.com/Alibaba-NLP/DeepResearch/tree/main/WebAgent/WebResummer) | [Note](resum.md) |
| Flash-Searcher | [Official repository](https://github.com/OPPO-PersonalAI/Flash-Searcher) | [Note](flash-searcher.md) |
| GAM | [Official repository](https://github.com/VectorSpaceLab/general-agentic-memory) | [Note](gam.md) |
| MemoBrain | [Official repository](https://github.com/qhjqhj00/MemoBrain) | [Note](memobrain.md) |
| AggAgent | [Official repository](https://github.com/princeton-pli/AggAgent) | [Note](aggagent.md) |
| OAgent | [Official repository](https://github.com/OPPO-PersonalAI/OAgents) | [Note](oagent.md) |
| AgentFold | [Official repository](https://github.com/Alibaba-NLP/DeepResearch/tree/main/WebAgent/AgentFold) | [Note](agentfold.md) |
| HiAgent | [Official repository](https://github.com/HiAgent2024/HiAgent) | [Note](hiagent.md) |
| DeepAgent | [Official repository](https://github.com/RUC-NLPIR/DeepAgent) | [Note](deepagent.md) |
| ROMA | [Official repository](https://github.com/sentient-agi/ROMA) | [Note](roma.md) |
| AOrchestra | [Official repository](https://github.com/FoundationAgents/AOrchestra) | [Note](aorchestra.md) |

Before changing a Harness mechanism, update its note with the new upstream revision, inspected files, license status, behavior evidence, and intentional DSH differences.