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 devopsgit 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/devops)<a href="https://agentmods.dev/skills/qinye6/pi-ccg/devops"><img src="https://agentmods.dev/badge/skills/qinye6/pi-ccg/devops/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/devops"><img src="https://agentmods.dev/badge/skills/qinye6/pi-ccg/devops.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 | $0.00038 | $0.00371 |
| Opus 5.5 | $0.00015 | $0.00148 |
| Sonnet 5.5 | $0.00008 | $0.00074 |
| Haiku 4.5 | $0.00004 | $0.00037 |
Grade A, and why
devops 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 devops — 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
🔧 炼器秘典 · DevOps 能力中枢
能力矩阵
| Skill | 定位 | 核心能力 |
|---|---|---|
| git-workflow | 版本控制 | Git、分支策略、PR |
| testing | 软件测试 | 单元测试、集成测试、TDD、测试策略、E2E测试 |
| devsecops | 安全开发 | CI/CD安全、供应链安全 |
| database | 数据库 | SQL、NoSQL、优化 |
| performance | 性能优化 | Profiling、火焰图、基准测试、负载测试、性能测试 |
| observability | 可观测性 | 日志、指标、追踪、SLO |
| cost-optimization | 成本优化 | FinOps、右尺寸、Spot、伸缩 |
DevOps 原则
文化:
- 协作与共享
- 持续改进
- 自动化一切
- 快速反馈
实践:
- 持续集成 (CI)
- 持续交付 (CD)
- 基础设施即代码
- 监控与可观测性
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 · 40 lines · 38 tokens per session scan A 426e2ce9753b
devops is a skill published in the GitHub repository qinye6/pi-ccg (4 stars, last pushed 1mo ago), licensed MIT. It adds 38 tokens to every session and 371 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 devops, differing in 0 lines, and is treated as a copy.
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