Mtrya

Mtrya/paper-scout

Instructions file CodexOpenCode

AGENTS.md instructions for Mtrya/paper-scout, covering paper scout — repository contract, what this project is, the two agents, reading agent and coding agent.

Mtrya/paper-scout

Skill Claude CodeCodex

A memory tool for Paper Scout research runs, helping retrieve, organize, and update lessons and hypotheses from earlier research cruises.

Mtrya/paper-scout

Skill Claude CodeCodex

A research workflow for investigating a selected paper or a research question it raises by reading papers, finding outside evidence, saving sources, and extracting report-ready insights.

Mtrya/paper-scout

Skill Claude CodeCodex

A research workflow for finding and downloading a broad collection of recent academic papers from configured sources, with Hugging Face Papers as the default source.

Mtrya/paper-scout

Skill Claude CodeCodex

A routing guide for research tasks that exceed a computer’s local computing capacity. It directs those tasks to the Qizhi platform instead of reducing the work to reading only.

Mtrya/paper-scout

Skill Claude CodeCodex

A Paper Scout research-report workflow creates and archives reports in Lark, a collaboration and document platform. It covers document structure, diagrams, local media, delivery through Lark, and user notification.

Mtrya/paper-scout

Skill Claude CodeCodex

A workspace-management guide for Paper Scout, covering file layout, naming, tracked outputs, cleanup, validation, branches, pull requests, and INDEX.md logs.

Mtrya/paper-scout

Agent

Agent "agents-last-exam-2606.05405" from Mtrya/paper-scout, covering 1 introduction, 2 benchmark design and dataset construction, 2.3 task construction pipeline: how are the tasks created?, 3 evaluation pipeline and 3.1 pipeline architecture.

Mtrya/paper-scout

Agent

Xucong Wang1,2∗ Ziyu Ma2∗ Yong Wang2† Yuxiang Ji2 Shidong Yang2 Guanhua Chen3 Pengkun Wang1† Xiangxiang Chu2 1University of Science and Technology of China 2AMAP, Alibaba Group 3Southern University of Science and Technology.

Mtrya/paper-scout

Agent

Title: ASPIRE: Agentic /Skills Discovery for Robotics.

Mtrya/paper-scout

Agent

Amy Xin1, Jiening Siow1, Junjie Wang1, Zijun Yao1, Fanjin Zhang2, Jian Song2, Lei Hou1, Juanzi Li1 1Department of Computer Science and Technology, Tsinghua University 2Zhipu AI {xin-x25, xiaojn25}@mails.tsinghua.edu.cn.

Mtrya/paper-scout

Agent

Haowen Liu1,∗, Xirui Li1,∗, Shaoxiong Yao2, Peng Shi3, Tianyi Zhou4, Jia-Bin Huang1, Furong Huang1, Jiayuan Mao5,6.

Mtrya/paper-scout

Agent

Title: Harness Handbook: Making Evolving Agent Harnesses Readable, Navigable, and Editable.

Mtrya/paper-scout

Agent

Agent "harnessx-2606.14249" from Mtrya/paper-scout, covering abstract, 1 introduction, 2 related work, 2.1 harness engineering and 2.2 self-evolving agents.

Mtrya/paper-scout

Agent

Agent "interleavethinker-2606.13679" from Mtrya/paper-scout, covering abstract, 1 introduction, 2 related works, 2.1 unified image generation and editing model and 2.2 unified multimodal models and interleaved generation.

Mtrya/paper-scout

Agent

Dingyu Yao\, Junhao Zhou\， Chenxu Yang\, Chuanyu Qin\, Haowen Hou\, Zheming Liang, Congcong Wang, Yuhang Cao, Shenglong Ye, Shuai Xie, Shuhuan Gu, Haoyang Huang, Qingyi Si\†, Nan Duan, Jiaqi Wang.

Mtrya/paper-scout

Agent

Jiayi Weng URL: https://trinkle23897.github.io/learning-beyond-gradients/ Artifact repository: https://github.com/Trinkle23897/learning-beyond-gradients.

Mtrya/paper-scout

Agent

Title: Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading.

Mtrya/paper-scout

Agent

Agent "memory-lies-2608.04574" from Mtrya/paper-scout, covering abstract, 1 introduction, 2 related work, 3 study design and 3.1 experimental paradigm and overview.

Mtrya/paper-scout

Agent

Zhenghao Xing 1 \ † Ruiyang Xu 2 \ † Yuxuan Wang 3 \ Jinzheng He 3 Ziyang Ma 2 4 † Qize Yang 3 Yunfei Chu 3 Jin Xu 3 ‡ Junyang Lin 3 Chi-Wing Fu 1 Pheng-Ann Heng 1 ‡.

Mtrya/paper-scout

Agent

Title: OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning.

Mtrya/paper-scout

Agent

Anton Razzhigaev 1,2,3,4 , Andrei Gritsaev 4 , Andrei Kaznacheev 1 , Nikita Dragunov 1 , Roman Yampolskiy 3 , Andrei Kuznetsov 2,4.

Mtrya/paper-scout

Agent

Junyi Zhang 1,∗,† , Jiaxin Ge 1,∗,† , Hanjun Yoo 1,† , Letian Fu 1,‡ , Zihan Yang 2,‡ , Yaowei Liu 2,‡ , Raj Saravanan 1,‡ Shaofeng Yin 2 , Justin Yu 1 , Dantong Niu 1 , Zirui Wang 1 , Roei Herzig 1 , Ken Goldberg 1 , Yutong Bai 1 David M. Chan 1 , Ion Stoica 1 , Angjoo Kanazawa 1 , Jiahui Lei 1,§ , Haiwen Feng 1,2,§…

Mtrya/paper-scout

Agent

Seokju Cho1, Ryo Hachiuma, Abhishek Badki, Hang Su, Byung-Kwan Lee, Chan Hee Song, Sifei Liu, Subhashree Radhakrishnan, Seungryong Kim1, Yu-Chiang Frank Wang and Min-Hung Chen Links: Code · Project Page NVIDIA.