llms.txt@docs git:20261014.b47a0ceA

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# Research Toolkit

> One research toolkit, Lite and Full workflows selected by task. 同一个研究工具箱，按任务选择 Lite 或 Full。

Use the methods through repository access, files, attachments, or pasted instructions. Native Skill installation is optional. Plugin and local MCP integrations provide executable workflow tools; their dependencies and reviewer configuration are described in the usage guide.

## Research methods

- [Lite quickstart](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/quickstart-lite.md): lightweight workflow, with the same research baseline.
- [Lite 中文指南](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/quickstart-lite.zh-CN.md): 轻量执行，共同研究底线。

- [Full quickstart](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/quickstart-full.md): copyable substantial-report request, review routes and optional local task.
- [Full 中文指南](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/quickstart-full.zh-CN.md): 长报告请求、评审与可选本地任务。
- [Research instructions](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/SKILL.md): The entry point, with links to methods for each research stage.
- [中文研究指令](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/SKILL.zh-CN.md): Chinese reading version.
- [Research guide](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/research-guide.md): Research scope, evidence, writing, and review.

## Usage

- [Project overview](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/README.md): Capabilities, a complete research request, and the case study.
- [中文项目介绍](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/README.zh-CN.md): Chinese overview and research request.
- [Agent setup](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/agents/README.md): Repository, file, attachment, and text input methods.
- [Tools and configuration](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/usage-modes.md): Optional plugin and MCP setup, dependencies, and reviewer configuration.
- [工具与配置](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/usage-modes.zh-CN.md): Chinese usage guide.

## Research case

- [APIs or browsers for AI agents](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/case-study/api-or-browser/report.md): original English research from primary documentation on action coverage, completion, recovery, and cost; no comparative performance experiment.
- [English case archive](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/case-study/api-or-browser/README.md): the retained first draft, sources, claims, complete reviews, and revision decision.
- [国内办公 Agent 调研](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/case-study/report.zh-CN.md): Chinese report.
- [Chinese case archive](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/case-study/office-agents/README.md): Initial and final manuscripts, sources, and review decisions. The revisions are not a controlled test of toolkit effectiveness.

## Optional

- [Documentation index](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/README.md): Detailed methods and development documentation.
- [Evaluation status](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/evaluation-status.md): Available evaluation evidence and its limits.