English | ็ฎไฝไธญๆ
EvoScientist aims to harness vibe research by enabling self-evolving AI scientists that autonomously explore, generate insights, and iteratively improve. It is designed to be opinionated and ready to use out of the box, offering a living research system that grows alongside evolving agent skills, toolsets, and memory bases. Moving beyond traditional human-in-the-loop systems, EvoScientist adopts a human-on-the-loop paradigm, where AI acts as a research buddy that co-evolves with human researchers and internalizes scholarly taste and scientific judgment.
โจ Features
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๐ค Multi-Agent Team โ 6 sub-agents (plan, research, code, debug, analyze, write) working in concert.
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๐ง Self-Evolving Memory โ Auto-distilled each turn, self-linking into a knowledge graph that grows across sessions.
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๐ ๏ธ AutoSkills โ Distills recurring patterns from its own memory into reusable skills on a schedule โ proposed for your review via
/autoskills. -
๐ Multi-Provider โ Anthropic, OpenAI, Google, MiniMax, NVIDIA โ one config to switch.
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๐ฑ Multi-Channel โ CLI as the hub; Telegram, Slack, Feishu, WeChat, and more โ one agent session.
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๐ฅ๏ธ Desktop WebUI โ Workspace-panel web app, one terminal via
--ui webui. -
๐ฌ Scientific Workflow โ Intake โ plan โ execute โ evaluate โ write โ verify.
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โฐ Scheduled Tasks โ Automate recurring research on a cron-style schedule โ it runs on its own and reports back.
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๐ Code Generation Modes โ More Effort (iterative refinement), continuously improving code quality.
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โก Adaptive Tools โ Per-turn tool selection keeps only relevant tools visible, reducing noise.
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โ๏ธ Context Editing โ Dynamic system prompt rewriting based on conversation state.
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๐ MCP & Skills โ Plug in MCP servers or install skills from GitHub on the fly.
[!TIP] Looking for ready-to-use research skills? Check out EvoSkills โ powered by EvoScientist's engine and installable skills, the entire end-to-end research lifecycle is covered out of the box. EvoSkills are also compatible with other CLI coding agents.
๐ฅ News
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[03 Jun 2026] ๐ฅ Ranked #2 overall โ and ๐ฅ #1 among
GPT-5.4-based agents โ on ResearchClawBench (Agent Mode)! Leaderboard ๐ -
[18 Apr 2026] ๐ฅ Ranked #1 on DeepResearch Bench at submission time! Leaderboard ๐
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[13 Apr 2026] ๐ฅ Reclaimed #1 on DeepResearch Bench II at submission time! Leaderboard ๐
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[26 Mar 2026] ๐ฅ Ranked #1 on AstaBench Data Analysis at submission time! Leaderboard ๐
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[25 Mar 2026] ๐ฅ Ranked #1 on AstaBench Code & Execution at submission time! Leaderboard ๐
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[13 Mar 2026] ๐ EvoScientist officially debuts!
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[11 Mar 2026] โณ Technical Report is live! Check it out ๐
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[06 Mar 2026] ๐ฅ Ranked #1 on DeepResearch Bench II at submission time! [**Le