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.
npx agentmods add instructions/godmakereth/vibe-coding-tw/claude-mdgit clone --depth 1 https://github.com/godmakereth/vibe-coding-twWhat 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 | $0.00511 | $0.00511 |
| Opus 5 | $0.00255 | $0.00255 |
| Sonnet 5 | $0.00102 | $0.00102 |
| Haiku 4.5 | $0.00051 | $0.00051 |
Grade A, and why
vibe-coding-tw CLAUDE.md 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 3d 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.
What it actually says
CLAUDE.md
This file provides guidance to Claude series models when working with code in this repository.
Repository Overview
This is the Vibe Coding CN repository, a workflow, toolset, and knowledge base for advanced AI-assisted programming. The project's core assets are its extensive prompts and skills libraries.
Key Commands
Prompt Library Management
# Enter the library directory
cd libs/external/prompts-library
# Run the interactive conversion tool
python3 main.py
Development & Maintenance
# Lint all markdown files in the repository
make lint
# Create a full project backup (respects .gitignore)
bash backups/一鍵備份.sh
Architecture & Structure
Core Directories
prompts/: The core asset. A massive, well-organized library of prompts.coding_prompts/,system_prompts/,user_prompts/
skills/: A modular library of skills for the AI, providing domain-specific knowledge for various tools likeccxt,postgresql,telegram-dev, etc.documents/: The project's knowledge base, containing methodology, principles, and guides.libs/external/prompts-library/: A Python-based tool for converting prompts between Excel and Markdown formats.backups/: Scripts for project backups.libs/: Skeleton for shared Python library code.
Key Technical Details
- Prompt Organization: Prompts use a
(row,col)_prefix for categorization. - Conversion Tool: The
prompts-libraryuses Python withpandasandopenpyxl. - Documentation Standard: User-facing documentation is in Chinese. Code, file names, and structure are in English.
- Skills: The
skillsdirectory provides context and knowledge for specific tools and domains, each with its ownSKILL.md.
Development Workflow
When modifying this repository:
- Follow the existing prompt and skill categorization systems.
- Use the
prompts-librarytool to maintain consistency when updating prompts. - Run
make lintafter changing any Markdown files. - Run a backup with
bash backups/一鍵備份.shbefore any major refactoring.
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.
- 3d ago First seen · 53 lines · 511 tokens per session scan A 2174f3638fa8
vibe-coding-tw CLAUDE.md is an instructions file published in the GitHub repository godmakereth/vibe-coding-tw (47 stars, last pushed 8mo ago), licensed MIT. It adds 511 tokens to every session, about $0.0026 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 2026-08-30.
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