Agent skill

Huashu Research

by alchaincyf in alchaincyf/huashu-skills

结构化网络调研流程,确保调研成果增量保存到文件,不因会话截断丢失。当用户说"调研"、"搜索资料"、"帮我查一下"、"了解一下"、"最新信息"时使用此技能。

MITAuto-check passed

Install Huashu Research

skills CLI
$ npx skills add alchaincyf/huashu-skills --skill huashu-research -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install alchaincyf/huashu-skills huashu-research --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/alchaincyf/huashu-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/huashu-research .claude/skills/huashu-research && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
huashu-research
GitHub stars
1.7k
Token cost
~367 tokens
SKILL.md length
72 words
Files
1
Skills in repo
21
Repo updated
First seen
Licence
MIT

At a glance

结构化网络调研流程,确保调研成果增量保存到文件,不因会话截断丢失。当用户说"调研"、"搜索资料"、"帮我查一下"、"了解一下"、"最新信息"时使用此技能。

  • Works in 4 steps: 立即创建调研文件 → 搜索并增量保存 → 阶段摘要 → …
  • SKILL.md covers 何时使用, 执行流程, 关键原则 and 与其他 Skill 的关系, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Huashu Research is an agent skill from alchaincyf/huashu-skills. 结构化网络调研流程,确保调研成果增量保存到文件,不因会话截断丢失。当用户说"调研"、"搜索资料"、"帮我查一下"、"了解一下"、"最新信息"时使用此技能。

Its SKILL.md is about 370 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: 花叔全部开源 Agent Skills 总目录:16 旗舰 + 14 人物视角 + 22 内置共 52 个 skill,分层分类 + AI Agent 安装协议 + 机器可读 skills.json + 更新检查机制. The licence is MIT.

Example prompts

  • “/huashu-research”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. 立即创建调研文件
  2. 搜索并增量保存
  3. 阶段摘要
  4. 最终简报

What it can do on your machine

Read from SKILL.md and the folder at commit 2efea35. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Huashu Research loads about 367 tokens when it runs. Until then it costs about 23 tokens; SKILL.md has 72 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~23
When it runs · the whole SKILL.md, loaded when a task matches
~367

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from alchaincyf/huashu-skills at commit 2efea35, republished under its MIT licence (© alchaincyf). 72 words, ~367 tokens.

Download SKILL.mdSave it as .claude/skills/huashu-research/SKILL.md (or your agent's skills folder).
name
huashu-research
description
结构化网络调研流程,确保调研成果增量保存到文件,不因会话截断丢失。当用户说"调研"、"搜索资料"、"帮我查一下"、"了解一下"、"最新信息"时使用此技能。

调研 Skill

结构化的网络调研流程,核心目标:调研成果实时持久化,防止会话截断丢失工作。

何时使用

  • 为写文章做前期调研
  • 了解新产品、新技术、新发布
  • 搜集竞品信息或行业动态
  • 任何需要多次 WebSearch 的信息搜索任务

执行流程

Step 1: 立即创建调研文件
  • 在开始搜索之前,先创建文件
  • 路径:_knowledge_base/research-<主题>-<YYYYMMDD>.md
  • 初始内容包含:调研目标、关键问题、预期输出
markdown
# [主题] 调研笔记

调研日期:YYYY-MM-DD
调研目标:[一句话说明]

## 关键问题
1. [问题1]
2. [问题2]
3. [问题3]

## 发现

(调研中逐步填充)

## 来源列表

(每次搜索后追加)
Step 2: 搜索并增量保存
  • 每次 WebSearch 后,立即将发现追加到文件
  • 每条发现附上来源 URL 和日期
  • 遵循信息源优先级(见 SHARED-RULES.md)
Step 3: 阶段摘要
  • 每完成3次搜索,在文件中保存一次「阶段摘要」
  • 格式:### 阶段摘要 (第N轮) + 当前关键发现
Step 4: 最终简报

调研结束时,整理文件为结构化简报:

markdown
## 调研结论

### 关键事实
1. [事实1](来源:URL)
2. [事实2](来源:URL)

### 来源列表
| 来源 | URL | 发布日期 | 可信度 |
|------|-----|---------|--------|
| ... | ... | ... | 高/中/低 |

### 待确认问题
- [还需要进一步验证的点]

### 写作建议
- [基于调研结果,对后续写作的建议]

关键原则

  • 先建文件再搜索:确保第一次搜索结果就被保存
  • 增量保存不等到最后:每次搜索后立即追加
  • 调研和写作分离:本 Skill 只做调研,不开始写草稿
  • 标注可信度:区分一手信息(官方)和二手信息(媒体/社区)
  • 忽略过时信息源:知乎/百度(2025年前)、营销软文

与其他 Skill 的关系

  • 调研完成后,用户可触发 /选题生成 来确定写作方向
  • 调研文件将作为后续写作的输入素材
  • 如果调研中发现的信息适合长期留存,保存到对应的 _knowledge_base 分类目录

输出位置

  • 调研笔记:_knowledge_base/research-<主题>-<YYYYMMDD>.md
  • 长期知识:_knowledge_base/<分类>/<主题>-<YYYYMM>.md

最后更新: 2026-02-06


花叔出品 | AI Native Coder · 独立开发者 公众号「花叔」| 30万+粉丝 | AI工具与效率提升 代表作:小猫补光灯(AppStore付费榜Top1)·《一本书玩转DeepSeek》

© alchaincyf, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in huashu-research of alchaincyf/huashu-skills.

Open the folder on GitHubat commit 2efea35

Compare with similar skills

Huashu Research next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Huashu Research compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Huashu Research this skillalchaincyf/huashu-skills1.7k—~367Automated safety check: PassMIT
Huashu Art Motionalchaincyf/huashu-art-motion3.3k—~2kAutomated safety check: PassMIT
Huashu Excelalchaincyf/huashu-excel433—~5.1kAutomated safety check: PassMIT
Huashu Reportalchaincyf/huashu-report447—~1.4kAutomated safety check: PassMIT
Huashu Markdown Publishing Pipelinealchaincyf/huashu-md-html910—~4.8kAutomated safety check: PassMIT
Huashu BookwriterZeroxZhang/huashu-bookwriter161—~1.4kAutomated safety check: PassMIT

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Questions about Huashu Research

What does Huashu Research do?

结构化网络调研流程,确保调研成果增量保存到文件,不因会话截断丢失。当用户说"调研"、"搜索资料"、"帮我查一下"、"了解一下"、"最新信息"时使用此技能。. Huashu Research is an agent skill from alchaincyf/huashu-skills.

How do I install Huashu Research in Claude Code?

Run `npx skills add alchaincyf/huashu-skills --skill huashu-research -a claude-code`. Or copy the skill folder (huashu-research in alchaincyf/huashu-skills) into .claude/skills/huashu-research in your project. Claude Code loads it when a task matches its description.

How do I install Huashu Research in Codex?

Run `npx skills add alchaincyf/huashu-skills --skill huashu-research -a codex`. Or copy the skill folder (huashu-research in alchaincyf/huashu-skills) into .agents/skills/huashu-research in your project. Codex loads it when a task matches its description.

Can I use Huashu Research in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add alchaincyf/huashu-skills --skill huashu-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/huashu-research, .gemini/skills/huashu-research, .github/skills/huashu-research and .opencode/skills/huashu-research in your project.

What does Huashu Research need to run?

SKILL.md names no scripts, command-line tools or credentials: Huashu Research is instructions for the agent only.

Does Huashu Research access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Huashu Research safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Huashu Research use?

Huashu Research is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Huashu Research use?

About 367 tokens (SKILL.md is roughly 1.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Huashu Research?

Skills that share tags, products or a category with Huashu Research: Huashu Art Motion (alchaincyf/huashu-art-motion, 3.3k stars), Huashu Excel (alchaincyf/huashu-excel, 433 stars), Huashu Report (alchaincyf/huashu-report, 447 stars) and Huashu Markdown Publishing Pipeline (alchaincyf/huashu-md-html, 910 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Huashu Research?

alchaincyf (a GitHub user) maintains it in alchaincyf/huashu-skills, which has 1,695 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on September 22, 2026.

Source: alchaincyf/huashu-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.