huashu-info-search

huashu-info-search is a skill for Claude Code, Codex from alchaincyf/huashu-skills. It costs 53 tokens per session (691 once invoked), scanned A, original, MIT.

A research tool that searches across several sources for new products and technologies, checks the information against other sources, and saves it to a knowledge base.

In plain words
What is it for?
Use it to find and verify information about new products, technologies, and other current topics.
Why use it?
It helps reduce reliance on a single unverified source when tracking new developments.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to find and verify information about new products, technologies, and other current topics.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/alchaincyf/huashu-skills/huashu-info-search
About the project

huashu-skills is a catalogue of Agent Skills, which are reusable instruction packages that extend coding agents such as Claude Code, Codex, and Kimi Code for particular tasks. It organizes skills for design, research, document conversion, content creation, and other workflows, and includes machine-readable metadata and update checking. The catalogue entries are the skills and related tools that agents install and use.

alchaincyf/huashu-skills · 2,025 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add alchaincyf/huashu-skills --skill huashu-info-search
Clone the repo
git clone --depth 1 https://github.com/alchaincyf/huashu-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for huashu-info-search

README.md
[![agentmods](https://agentmods.dev/badge/skills/alchaincyf/huashu-skills/huashu-info-search/github.svg)](https://agentmods.dev/skills/alchaincyf/huashu-skills/huashu-info-search)
Your own site
<a href="https://agentmods.dev/skills/alchaincyf/huashu-skills/huashu-info-search"><img src="https://agentmods.dev/badge/skills/alchaincyf/huashu-skills/huashu-info-search/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for huashu-info-search

Your own site · 80×15
<a href="https://agentmods.dev/skills/alchaincyf/huashu-skills/huashu-info-search"><img src="https://agentmods.dev/badge/skills/alchaincyf/huashu-skills/huashu-info-search.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 691 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 15 Sept 2026
  • Snyk warn 15 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00053 $0.00691
Opus 5.5 $0.00021 $0.00276
Sonnet 5.5 $0.00011 $0.00138
Haiku 4.5 $0.00005 $0.00069

Measured 1mo ago against content hash 78aa1593f2ac, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

huashu-info-search scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

huashu-info-search/SKILL.md · 89 lines

What it actually says

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

  1. 多渠道搜索:官方+媒体+社区
  2. 信息源优先级:权威媒体优先,忽略知乎/百度2025年前
  3. 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):

  1. 权威科技媒体(TechCrunch, The Verge, MIT Tech Review)
  2. 社区论坛(Reddit, Hacker News)
  3. 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》

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 89 lines · 53 tokens per session scan A 78aa1593f2ac

Subscribe to this mod's changes

huashu-info-search is a skill published in the GitHub repository alchaincyf/huashu-skills (2,025 stars, last pushed yesterday), licensed MIT. It adds 53 tokens to every session and 691 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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