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EvoMap/AutoResearch

AI/ML research agents from idea to paper-ready evidence. An EvoMap open-source project.

#AI agent
Visit GitHub
Python
3.2k
411
2 contributors
Apache License 2.0
AchievementsView all →
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How fast EvoMap/AutoResearch is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 23 – Oct 20, 2026

Stars +4,678 in 59 days

05001K
723

Forks +411 in 59 days

0204060
54

Merged PRs 4 in 59 days

024
4

Trendshift Trendingwhere the repository ranked each day it made the top 25

Top 25 overall

8716

Top 25 in Python

152321912106
Aug 23Aug 31Sep 8Sep 16Sep 24Oct 2Oct 10Oct 18
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRsAll languagesPython
Sun, Aug 23, 2026+0+10Not trendingNot trending
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Sat, Sep 5, 2026+514+270#8#1
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Mon, Sep 7, 2026+335+300Not trending#23
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Sat, Sep 12, 2026+723+540#16#6
Sun, Sep 13, 2026+158+200Not trendingNot trending
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Total+4,678+4114
  • 1#1 on the list
  • 7Rank that day
  • Not trending

    • Mentions and achievements

    Where people are talking about EvoMap/AutoResearch, and every badge it has earned
    1. Oct 151 post

      • 大多数研究型 agent 在证据不足时会自己编细节。 AutoResearch 会把每条结论都对照实验日志、原始记录和盲审结果，并全部写入磁盘，方便你自己验证。

        Read full on X, posted by @PromptLabCN

        @PromptLabCN · x.com

    2. 18 days earlier
    3. Sep 271 post

      • • Generates research ideas from recent papers and trends • Tests feasibility at low cost before full experiments • Keeps all records so you can inspect or take over

        Read full on X, posted by @the_osps

        @the_osps · x.com

    4. 16 days earlier
    5. Sep 112 posts

      • I’ve been playing around with EvoMap’s AutoResearch, trying to see if I could get it to handle some research work for me. was looking through the repo while it was running and noticed karpathy in the…

        Read full on X, posted by @mikenevermiss

        @mikenevermiss · x.com

      • And it keeps the research trail. Plans, code, experiment logs, metrics, failure causes and review reports can all be preserved. So you can inspect what happened, intervene when needed, or pick the…

        Read full on X, posted by @yuliaisc

        @yuliaisc · x.com

    6. Sep 91 post

      • The Django example in EvoMap's release stood out: the agent went from passing 2 of 7 new-feature tests to all 7, with all 203 regression tests still passing. The failed tests gave it something…

        Read full on X, posted by @alphabatcher

        @alphabatcher · x.com

    7. Sep 71 post

      • i genuinely do not understand why everyone has not noticed this yet karpathy is in the contributors list of EvoMap AutoResearch, a research workflow that open-sourced this week. the project hit 1700+…

        Read full on X, posted by @Israfilv2

        @Israfilv2 · x.com

    8. Sep 61 post

      • trending on github today: > openJiuwen-ai/jiuwenswarm (7.4K stars, +260 stars) - Intelligent AI agent delivering LLM power via daily apps > EvoMap/AutoResearch (940 stars, +211 stars) - AI-driven…

        Read full on X, posted by @ohryansbelt

        @ohryansbelt · x.com

    9. Sep 51 post

      • 如果你关心研究 Agent 能否产出可信结果，而不只是生成一篇像论文的文本，AutoResearch 值得留意 它把外部研究信号与本地知识库交叉生成选题，再用至少三个不同模型交叉评审；执行侧先做低成本 pilot，并把计划、代码、日志、指标、失败原因和盲审结果持续落盘，可中断恢复，也允许负结果正常收场。完整执行依赖 Claude Code，且入口权限较高，更适合隔离环境。

        Read full on X, posted by @vintcessun

        @vintcessun · x.com

    10. Sep 12 posts

      • 3/ what you get back - plans - code - logs - metrics - failure notes - critic reports - rsicd recall 32.84 → 34.69 - 5 audit issues vs 11–27 on other stacks - paper line: insight in, hallucination out

        Read full on X, posted by @TheMaran

        @TheMaran · x.com

      • CODE RUNNING DOES NOT MEAN THE RESEARCH IS COMPLETE this is the part of AI4S nobody wants to say out loud. an agent writes the experiment, the experiment runs, the local tests go green, and the agent…

        Read full on X, posted by @N01ennn

        @N01ennn · x.com

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