Agent Reach
Panniantong/Agent-Reach
Routes web research and platform lookups across 16 sites, including Twitter, Reddit, YouTube, Bilibili, Xiaohongshu and GitHub, through one command-line tool.
多渠道搜索新产品新技术，交叉验证后存入知识库。当用户提到"最新信息"、"新产品"、"搜索资料"、"查资料"、"了解XX"时使用。
MITAuto-check passed
Install Huashu Info Search
$ npx skills add alchaincyf/huashu-skills --skill huashu-info-search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install alchaincyf/huashu-skills huashu-info-search --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/alchaincyf/huashu-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/huashu-info-search .claude/skills/huashu-info-search && rm -rf skills-srcUse ~/.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/
Install the "huashu-info-search" agent skill from https://github.com/alchaincyf/huashu-skills/tree/master/huashu-info-search into .claude/skills/huashu-info-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "huashu-info-search", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/alchaincyf/huashu-skills/tree/master/huashu-info-searchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add alchaincyf/huashu-skills --skill huashu-info-search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install alchaincyf/huashu-skills huashu-info-search --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchaincyf/huashu-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/huashu-info-search .agents/skills/huashu-info-search && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "huashu-info-search" agent skill from https://github.com/alchaincyf/huashu-skills/tree/master/huashu-info-search into .agents/skills/huashu-info-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "huashu-info-search", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add alchaincyf/huashu-skills --skill huashu-info-search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install alchaincyf/huashu-skills huashu-info-search --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchaincyf/huashu-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/huashu-info-search .cursor/skills/huashu-info-search && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "huashu-info-search" agent skill from https://github.com/alchaincyf/huashu-skills/tree/master/huashu-info-search into .cursor/skills/huashu-info-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "huashu-info-search", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/alchaincyf/huashu-skills.git --path huashu-info-search--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add alchaincyf/huashu-skills --skill huashu-info-search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install alchaincyf/huashu-skills huashu-info-search --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchaincyf/huashu-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/huashu-info-search .gemini/skills/huashu-info-search && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "huashu-info-search" agent skill from https://github.com/alchaincyf/huashu-skills/tree/master/huashu-info-search into .gemini/skills/huashu-info-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "huashu-info-search", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install alchaincyf/huashu-skills huashu-info-searchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add alchaincyf/huashu-skills --skill huashu-info-search -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/alchaincyf/huashu-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/huashu-info-search .github/skills/huashu-info-search && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "huashu-info-search" agent skill from https://github.com/alchaincyf/huashu-skills/tree/master/huashu-info-search into .github/skills/huashu-info-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "huashu-info-search", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add alchaincyf/huashu-skills --skill huashu-info-search -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install alchaincyf/huashu-skills huashu-info-search --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchaincyf/huashu-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/huashu-info-search .opencode/skills/huashu-info-search && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "huashu-info-search" agent skill from https://github.com/alchaincyf/huashu-skills/tree/master/huashu-info-search into .opencode/skills/huashu-info-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "huashu-info-search", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
huashu-info-search- GitHub stars
- 1.7k
- Token cost
- ~320 tokens
- SKILL.md length
- 85 words
- Files
- 1
- Skills in repo
- 21
- Repo updated
- First seen
- Licence
- MIT
At a glance
多渠道搜索新产品新技术，交叉验证后存入知识库。当用户提到"最新信息"、"新产品"、"搜索资料"、"查资料"、"了解XX"时使用。
- Works in 3 steps: 多渠道搜索：官方+媒体+社区 → 信息源优先级：权威媒体优先，忽略知乎/百度2025年前 → 知识管理：保存到 _knowledge_base/，标注来源和时间
- SKILL.md covers 何时使用, 核心功能, 搜索策略 and 知识管理, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Huashu Info Search is an agent skill from alchaincyf/huashu-skills. 多渠道搜索新产品新技术，交叉验证后存入知识库。当用户提到"最新信息"、"新产品"、"搜索资料"、"查资料"、"了解XX"时使用。
Its SKILL.md is about 320 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with Reddit. 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-info-search”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 多渠道搜索：官方+媒体+社区
- 信息源优先级：权威媒体优先，忽略知乎/百度2025年前
- 知识管理：保存到 _knowledge_base/，标注来源和时间
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 Info Search loads about 320 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 85 words of instructions outside code blocks.
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). 85 words, ~320 tokens.
Download SKILL.mdSave it as
.claude/skills/huashu-info-search/SKILL.md (or your agent's skills folder).- name
- huashu-info-search
- description
- 多渠道搜索新产品新技术，交叉验证后存入知识库。当用户提到"最新信息"、"新产品"、"搜索资料"、"查资料"、"了解XX"时使用。
信息搜索与知识管理
涉及新产品/新技术时，自动执行多渠道搜索、验证信息、保存知识库。
何时使用
- 涉及新产品/新技术（3个月内发布）
- 需要最新信息验证
- 用户说"搜索一下"、"查最新信息"
核心功能
- 多渠道搜索：官方+媒体+社区
- 信息源优先级：权威媒体优先，忽略知乎/百度2025年前
- 知识管理：保存到
_knowledge_base/，标注来源和时间
搜索策略
搜索内容
- 产品/技术的官方信息（发布时间、特性、定价）
- 科技媒体报道（TechCrunch, The Verge, Medium等）
- 社区讨论（Reddit, Hacker News, X/Twitter）
- 竞品对比信息
- 相关概念解释
信息源优先级
✅ 优先采信（半年内）：
- 权威科技媒体（TechCrunch, The Verge, MIT Tech Review）
- 社区论坛（Reddit, Hacker News）
- 官方文档和研究
❌ 完全忽略：
- 知乎、百度：2025年之前的信息全部忽略
- 过时内容：超过半年（6个月）
- 营销软文
关键词组合
- 主题 + 年份：
"AI detection 2025" - 主题 + best practice：
"AI text humanization best practices" - 主题 + Reddit：
"AI writing detection reddit 2025"
知识管理
保存格式
文件命名：[主题]-[时间].md
# [主题]相关信息
**信息收集时间**：2025-XX-XX
**下次更新建议**：2025-XX-XX
## 核心发现
- 发现1
- 发现2
## 数据和链接
- 官方文档：xxx
- 媒体报道：xxx
## 信息来源
1. [来源1](链接)
2. [来源2](链接)保存位置
- 公众号写作：
/公众号写作/_knowledge_base/ - 视频创作：
/视频创作/_knowledge_base/
注意事项
- 所有信息必须标注来源和时间
- 不确定的信息向用户说明
- 信息冲突时，优先采信权威来源
最后更新: 2025-11-07
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-info-search of alchaincyf/huashu-skills.
Open the folder on GitHubat commit 2efea35
Compare with similar skills
Huashu Info Search 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Huashu Info Search this skillalchaincyf/huashu-skills | 1.7k | — | ~320 | Automated safety check: Pass | MIT | |
| Agent ReachPanniantong/Agent-Reach | 95k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Last30daysmvanhorn/last30days-skill | 64k | — | ~7.9k | Automated safety check: Notes | MIT | |
| Customer ResearchNexus-JPF/note-companion | 870 | 6 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Last30days CnJesseovo/last30days-skill-cn | 1.9k | — | ~2.4k | Automated safety check: Notes | MIT | |
| Reddit JSON Fetcherykdojo/claude-code-tips | 10k | — | ~1.4k | Automated safety check: Pass | Custom licence |
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Last30days
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
Customer Research
Nexus-JPF/note-companion
When the user wants to conduct, analyze, or synthesize customer research.
Last30days Cn
Jesseovo/last30days-skill-cn
Research what Chinese internet users actually said in the last 30 days across Weibo, Xiaohongshu (RED), Bilibili, Zhihu, Douyin, WeChat public accounts, Baidu and Toutiao: engagement-weighted…
Reddit JSON Fetcher
ykdojo/claude-code-tips
Fetches Reddit posts, threads and search results as JSON through a browser session, using a DuckDuckGo redirect to get past Reddit's automated-access block.
bb-browser Site Commands for OpenClaw
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Runs structured data commands against sites such as Twitter, Reddit, GitHub, YouTube and Zhihu through OpenClaw's browser, reusing your existing login state.
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Related
Works with
Questions about Huashu Info Search
What does Huashu Info Search do?
多渠道搜索新产品新技术，交叉验证后存入知识库。当用户提到"最新信息"、"新产品"、"搜索资料"、"查资料"、"了解XX"时使用。. Huashu Info Search is an agent skill from alchaincyf/huashu-skills.
How do I install Huashu Info Search in Claude Code?
Run `npx skills add alchaincyf/huashu-skills --skill huashu-info-search -a claude-code`. Or copy the skill folder (huashu-info-search in alchaincyf/huashu-skills) into .claude/skills/huashu-info-search in your project. Claude Code loads it when a task matches its description.
How do I install Huashu Info Search in Codex?
Run `npx skills add alchaincyf/huashu-skills --skill huashu-info-search -a codex`. Or copy the skill folder (huashu-info-search in alchaincyf/huashu-skills) into .agents/skills/huashu-info-search in your project. Codex loads it when a task matches its description.
Can I use Huashu Info Search 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-info-search -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-info-search, .gemini/skills/huashu-info-search, .github/skills/huashu-info-search and .opencode/skills/huashu-info-search in your project.
What does Huashu Info Search need to run?
SKILL.md names no scripts, command-line tools or credentials: Huashu Info Search is instructions for the agent only.
Does Huashu Info Search 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 Info Search 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 Info Search use?
Huashu Info Search 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 Info Search use?
About 320 tokens (SKILL.md is roughly 1.3k 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 Info Search?
Skills that share tags, products or a category with Huashu Info Search: Agent Reach (Panniantong/Agent-Reach, 95k stars), Last30days (mvanhorn/last30days-skill, 64k stars), Customer Research (Nexus-JPF/note-companion, 870 stars) and Last30days Cn (Jesseovo/last30days-skill-cn, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Huashu Info Search?
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.