ustc-table-mining/tabclaw

TabClaw: 테이블 분석을 위한 상호 작용하는 AI 대리인

Korean · 한국어

개인화. 자기 진화. 완전 대화식.

CSV 또는 Excel 파일에 드롭하고 원하는 것을 설명합니다. TabClaw는 작업하기 전에 계획을 보여줍니다, 당신의 테이블에 병렬 에이전트를 파견, 세션 전반에 걸쳐 선호도를 기억하고, 모든 상호 작용에서 재사용 할 수있는 능력을 분산 - 더 스마트하게 사용.

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건축

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️ 뉴스

• [2026-06-10] **Technical 보고서 발표 : ** 우리의 기술 보고서, **TabClaw: 스프레트 시트 제조 및 테이블 Reasoning에 대한 대화 형 및 자기 추진 에이전트 **, 지금 arXiv에 사용할 수 있습니다. 그것은 TabClaw의 상호 작용하는 계획, ReAct 작풍 공구 사용 반복, 평행한 다 테이블 reasoning, persistent 기억, 재사용할 수 있는 기술 증류, 포장 작풍 기술 수입품 및 의견 몬 각자 evolution를 선물합니다.

TabClaw: Interactive AI Agent for Table Analysis

English · 中文

Personalized. Self-evolving. Fully interactive.

Drop in a CSV or Excel file and describe what you want. TabClaw shows you its plan before acting, dispatches parallel agents across your tables, remembers your preferences across sessions, and distils reusable skills from every interaction — growing smarter the more you use it.

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Architecture

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🗞️ News

• [2026-06-10] Technical report released: Our technical report, TabClaw: An Interactive and Self-Evolving Agent for Spreadsheet Manipulation and Table Reasoning, is now available on arXiv. It presents TabClaw’s interactive planning, ReAct-style tool-use loop, parallel multi-table reasoning, persistent memory, reusable skill distillation, package-style skill import, and feedback-driven self-evolution.
• [2026-04-13] Self-Evolving Agent v2: TabClaw now features a complete self-evolution engine — pattern discovery mines recurring workflows and suggests new skills; feedback-driven improvement automatically upgrades skills that receive negative feedback; skill versioning tracks every improvement with rollback support; and a Growth Dashboard visualises domain proficiency, efficiency trends, milestones, and the full learning timeline. The more you use it, the better it becomes.
• [2026-04-02] ClawHub-compatible package skills: skills distributed as a SKILL.md archive (e.g. from ClawHub) can be installed directly — open the Skills sidebar and use 📦 Import to upload a .zip. The skill body is injected into the agent’s system prompt; enable or disable each package from the list.
• [2026-03-19] TabClaw is now open-source! Code and docs are publicly available on GitHub.

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What makes TabClaw different

🙋 It asks when it’s not sure

If a request could reasonably mean several different things, TabClaw pauses and presents you with a concise set of clarification options before proceeding. No silent wrong assumptions.