Getting it into your agent
There is no command for this one: it runs only inside a plugin, and the catalogue could not identify which plugin ships it. The source is linked below.
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.
[](https://agentmods.dev/skills/biraj2004/huashu-skills-english/huashu-material-search-en)<a href="https://agentmods.dev/skills/biraj2004/huashu-skills-english/huashu-material-search-en"><img src="https://agentmods.dev/badge/skills/biraj2004/huashu-skills-english/huashu-material-search-en/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.
<a href="https://agentmods.dev/skills/biraj2004/huashu-skills-english/huashu-material-search-en"><img src="https://agentmods.dev/badge/skills/biraj2004/huashu-skills-english/huashu-material-search-en.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00051 | $0.02999 |
| Opus 5 | $0.00026 | $0.01499 |
| Sonnet 5 | $0.00010 | $0.00600 |
| Haiku 4.5 | $0.00005 | $0.00300 |
Grade A, and why
huashu-material-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 12d 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.
How it starts
The opening of the file, as written. The whole thing — 402 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Personal Material Library Search
Quickly search Huashu's real experiences, opinions, and case studies to add authenticity and credibility to content creation.
When to Use This Skill
This skill is automatically loaded when:
- The user says "find my past experiences" or "do I have a related example?"
- An article or script needs real case studies for support
- Content feels too AI-like and needs more human character
- Need genuine reviews of specific tools or products
- Need a personal experience as an opening hook
Core Features
- Fast search: Search across all Jike posts (1,800+) by keyword
- Smart matching: Automatically match relevant material based on the topic
- Rewrite suggestions: Guidance on how to expand short posts into long-form logic
- Authenticity guaranteed: All material represents Huashu's real expressions
Material Library Overview
Data Sources
- All Jike Posts.csv: 1,800+ real posts (May–October 2025)
- My AI Exploration Station Posts.csv: AI-related posts
- Curated Thematic Material: High-quality material organised by theme
Main Theme Distribution
- AI coding tools: 504 entries (Cursor, Claude Code, GitHub Copilot, etc.)
- Product development: 200 entries (HarmonyOS development, Kitty Catchlight, automated operations)
- AI model reviews: 150 entries (GPT, Claude, DeepSeek, etc.)
- Social media operations: 100 entries (growth strategies, content creation)
- Technical learning: 80 entries (coding experience, lessons learned)
Search Methods
Method A: Search Raw Data Directly (Recommended First) ⭐
Suitable for:
- New topics, unorganised themes
- Need the most authentic, unfiltered expressions
- Current affairs commentary, trending topics
Steps:
- Use Grep tool to search
pattern: "keyword1|keyword2|keyword3"
path: /Users/alchain/Documents/writing/writing-reference/personal-material-library/all-jike-posts.csv
output_mode: content
-n: true
-i: true # Case-insensitive
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.
- 12d ago First seen · 402 lines · 51 tokens per session scan A 71173c2f7937
huashu-material-search is a skill published in the GitHub repository Biraj2004/huashu-skills-english (3 stars, last pushed 4mo ago), licensed MIT. It adds 51 tokens to every session and 2,999 once invoked, about $0.0003 per session on Opus 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 2026-08-31.
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