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 skills add qinye6/pi-ccg --skill developmentgit clone --depth 1 https://github.com/qinye6/pi-ccgWrote 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/qinye6/pi-ccg/development)<a href="https://agentmods.dev/skills/qinye6/pi-ccg/development"><img src="https://agentmods.dev/badge/skills/qinye6/pi-ccg/development/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/qinye6/pi-ccg/development"><img src="https://agentmods.dev/badge/skills/qinye6/pi-ccg/development.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 | $0.00041 | $0.00389 |
| Opus 5.5 | $0.00016 | $0.00156 |
| Sonnet 5.5 | $0.00008 | $0.00078 |
| Haiku 4.5 | $0.00004 | $0.00039 |
Grade A, and why
development 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.
This is a copy
100% identical to development — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
符箓秘典 · 开发语言能力中枢
能力矩阵
| Skill | 语言 | 核心能力 |
|---|---|---|
| python | Python | Web框架、数据处理、自动化 |
| go | Go | 高并发、微服务、云原生 |
| rust | Rust | 系统编程、内存安全、高性能 |
| typescript | TS/JS | 前后端、Node.js、React/Vue |
| java | Java | 企业级、Spring、微服务 |
| cpp | C/C++ | 系统底层、性能优化 |
| shell | Bash | 脚本自动化、系统管理 |
语言选型指南
Web 后端:
- 快速开发: Python (FastAPI/Django)
- 高性能: Go (Gin/Echo)
- 企业级: Java (Spring Boot)
Web 前端:
- SPA: TypeScript + React/Vue
- SSR: Next.js/Nuxt.js
系统编程:
- 内存安全: Rust
- 传统: C/C++
脚本自动化:
- 通用: Python
- 系统: Bash/Shell
安全工具:
- 快速原型: Python
- 高性能: Go/Rust
What ships with it
7 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 1mo ago First seen · 47 lines · 41 tokens per session scan A daf2142608fd
development is a skill published in the GitHub repository qinye6/pi-ccg (4 stars, last pushed 1mo ago), licensed MIT. It adds 41 tokens to every session and 389 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to development, differing in 0 lines, and is treated as a copy.
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