agent/papers/items/2026-2606-10316-tabclaw-an-interactive-and-self-evolving-agent-for-spreadsheet-manipulation-and-.md

Paper: TabClaw: An Interactive and Self-Evolving Agent for Spreadsheet Manipulation and Table Reasoning

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type: paper title: "TabClaw: An Interactive and Self-Evolving Agent for Spreadsheet Manipulation and Table Reasoning" authors: Mingyue Cheng, Shuo Yu, Daoyu Wang, Qingchuan Li, Xiaoyu Tao, Qingyang Mao, Yitong Zhou, Qi Liu year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.10316 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-09 updated_at: 2026-06-09 status: queued relevance: high topics:

• agent-evaluation
• memory
• planning
• reasoning
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.CL related_concepts:

related_jobs:

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related_projects:

collection_score: 16 collection_queries: planning-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: planning-agent
• inferred topics: agent-evaluation, memory, planning, reasoning, tool-use, workflow-agent
• arXiv categories: cs.CL
• collection score: 16

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2606.10316