llms.txt@docs git:20261030.7573f75A

Immutable. This exact content never changes and is served at /api/v1/blob/aaf087cc9ca27846.

# Research Toolkit

> Complete research methods for in-depth analysis and long-form reports. 一套完整研究方法，支持深度分析与长文写作。

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 shared context, handoff and native-host review are described in the usage guide. The host runs independent production and assessment agents without separate API setup.

The four connected responsibilities are task/context, evidence/analysis, writing/revision and review/delivery. Content perspectives, domain review, audit and final acceptance use separate independent host contexts.

## Research methods


- [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/MCP setup, common task context, native-host assignments and current delivery contract.
- [工具与配置](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/usage-modes.zh-CN.md): Chinese usage guide.

## Research case

- [Updating an existing research report](https://rrrrrredy.github.io/research-toolkit/case-study/coding-benchmark-update/): old report, changed evidence, concrete revisions and preserved originals.
- [已有研究报告的实际更新](https://rrrrrredy.github.io/research-toolkit/case-study/coding-benchmark-update/index.zh-CN.html): 中文场景说明，链接旧稿、新材料、具体修订及实验限制。

- [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.

- [Start research](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/quickstart.md): one complete research entry.
- [开始研究](https://raw.githubusercontent.com/rrrrrredy/research-toolkit/main/docs/quickstart.zh-CN.md): 完整研究入口。