CCG is a command-line workflow engine that coordinates Claude, Codex, Gemini, and other models as specialized collaborators on coding tasks. It is used to analyze requests, choose a strategy, delegate work to model-specific roles, and combine their results. The catalogue entries provide the skills, commands, agents, and plugin that implement this workflow.
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 fengshao1227/ccg-workflow --skill devopsgit clone --depth 1 https://github.com/fengshao1227/ccg-workflowWrote 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/fengshao1227/ccg-workflow/devops)<a href="https://agentmods.dev/skills/fengshao1227/ccg-workflow/devops"><img src="https://agentmods.dev/badge/skills/fengshao1227/ccg-workflow/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/fengshao1227/ccg-workflow/devops"><img src="https://agentmods.dev/badge/skills/fengshao1227/ccg-workflow/devops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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.
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 fengshao1227/ccg-workflow (5,943 stars, last pushed yesterday), 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. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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