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.
Borrowing it
Nothing to install: this file belongs to fengshao1227/ccg-workflow. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/fengshao1227/ccg-workflow/main/CLAUDE.mdgit 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/instructions/fengshao1227/ccg-workflow/claude-md)<a href="https://agentmods.dev/instructions/fengshao1227/ccg-workflow/claude-md"><img src="https://agentmods.dev/badge/instructions/fengshao1227/ccg-workflow/claude-md/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/instructions/fengshao1227/ccg-workflow/claude-md"><img src="https://agentmods.dev/badge/instructions/fengshao1227/ccg-workflow/claude-md.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 | $0.19787 | $0.19787 |
| Opus 5.5 | $0.07915 | $0.07915 |
| Sonnet 5.5 | $0.03957 | $0.03957 |
| Haiku 4.5 | $0.01979 | $0.01979 |
Grade B, and why
ccg-workflow CLAUDE.md scanned grade B with 3 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 5d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
- ✨ **Codex CLI 接入 APIMart**：新增 `src/utils/installer-codex-api.ts`，把 APIMart 写成 `~/.codex/config.toml` 的 `[model_providers.apimart]`。`codex-mode install` 静默注册（保持非交互），`init` 选 APIMart 时另问是否接 Codex。**注册与启用分离，启用默认否**——翻 `mo Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- ✨ **Claude Code 安装**：支持 npm/homebrew/curl/powershell/cmd 多种方式 Runs shell commandslowCapability
Expected in a hook, worth knowing in a rule or an instructions file.
- 🐛 **`ccg doctor` 永远报 `✗ Binary Not found`**（#161，报告人已完整定位）：`dist/cli.mjs` 是 ESM 且无 `createRequire` shim，而 `execSafe()` 里是 CommonJS `require('node:child_process')` → `ReferenceError` 被 `catch` 吞掉 → 返回 `null` → 调用方读作「没装 How it starts
The opening of the file, as written. The whole thing — 869 lines — stays where its author put it; the contents beside it link to each section on GitHub.
skills-v2 (CCG Multi-Model Collaboration System)
根目录 > skills-v2
Last Updated: 2026-10-21 (v3.7.3)
⚠ 本文档主体仍停留在 v2.1.16 架构描述（v3.0 引擎重构后未全量同步）。下方变更记录保留 v3.x 修复轨迹，完整历史见 CHANGELOG.md。
变更记录 (Changelog)
完整变更历史请查看 CHANGELOG.md
2026-10-21 (v3.7.3)
- 🐛 Windows dsh 链接失败：
profileLinkCommand给 cmd 的程序名加了引号 → PATH 查到的.cmd里%~dp0变成 cwd（microsoft/terminal#15212，官方不修），桌面版dsh.cmd在配置档目录下找DeepSeek Harness.exe。程序名改为裸名（[\w.-]+校验），参数照旧加引号。⚠ 在 Windows 上经 cmd 调 shim，程序名永远别加引号。 - 🐛 Windows pnpm 兜底：cmd 报「找不到命令」是 status 9009 不是 ENOENT，现在视同未安装。新增 win32 专用实机测试（
it.runIf）；CI 只有 ubuntu，Mac/Linux 上跳过。
2026-10-18 (v3.7.2)
- ✨ x6.ai 赞助商：README Banner（置于 PackyCode / APIMart 之下）+
initStep 1 / 菜单 API 配置新选项，ANTHROPIC_BASE_URL=https://api.x6.ai（不带/v1）。Codex[model_providers.x6ai]，base_url=https://api.x6.ai/v1（带/v1），env_key=X6AI_API_KEY，注册与启用分离。只在src/utils/sponsors.ts加了一项，其余全部遍历注册表。 - 🗑️ Gamma Remover 下架：README Banner 与
assets/sponsors/gamma-remover.webp移除。
2026-10-12 (v3.7.1)
- 🐛 新装 CLI 的 JSON 输出：显式关闭兼容 i18next 新版的 support notice，避免赞助 banner 污染
skills --json、doctor --json和版本输出。
2026-10-12 (v3.7.0)
- ✨ Skills 按需管理：新增
ccg skills catalog/list/install/update/remove与菜单 S；Claude/Codex 原生ccg-*入口，immutable source cache、归属清单、写锁、事务回滚；脚本与参考依赖保留，入口只暴露所选技能。 - ✨ 原生选择持久化：初始化支持兼容/核心六项/自定义及
--skills all|none|names；重装优先读取当前 manifest，显式 legacy 模式可持久切回。 - ✨ 诊断 JSON：
doctor --json输出稳定 schema/checks/remediation/计数，失败退出 1；按真实 Claude/Codex/Skills-only 模式检查所选路由、Hook 和技能。 - 🐛 工作流闭环：Hooks 配置安全注入，跟随实际后端及具体模型，单后端去重、纯 Claude 用原生 Agent；native 不重复注入旧知识，legacy 片段有大小预算。ESM 项目中的 Hook/skill scripts 有 CommonJS 边界。
- 🐛 配置和更新：OpenCode provider/model 在 init/menu/重装保留；模型菜单复用本地 init；任一安装错误返回失败，不再让更新误清旧备份。
2026-10-12 (v3.6.8)
- 🐛 dsh 0.2 插件适配（#163 / #165）：删除失效的 settings 导出依赖，使用 Loader volatile Config 和 profile 表单读写；设置卡迁移到
settings.plugins.tab，browser inject 改为dsh-client-ui-renderer。 - 🐛 两代委派接口兼容：rc2 保留旧启动接口，alpha 使用 activation；模型群等待 caller 结果、检查完成状态并清理，队友通过 parent 完成通知交付。运行状态改读直接子级列表。
- 🐛 配置与安装结果：修订号拒绝并发覆盖，非法矩阵在 Loader 提交前拒绝；安装器跟随目标 DSH_HOME 并链接稳定源码副本，链接失败不再报安装成功，Windows cmd shim 使用安全参数。
- 🔄 兼容范围：dsh-ccg 0.5.0 支持 dsh 0.2.0-rc.2 / 0.2.1-alpha.2，不再支持旧 0.1.x；更新后重新运行
ccg dsh install并重启 dsh。
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.
- 5d ago Changed · +4 lines · +206 tokens per session 7d69b3745be6
- 8d ago Changed · +4 lines · +187 tokens per session d3d7dfe3d1b9
- 14d ago Changed · +16 lines · +656 tokens per session 4f7fff068656
- 1mo ago Changed · +14 lines · +594 tokens per session c5133ac8a2c5
- 1mo ago Changed · +6 lines · +573 tokens per session f7fca326b2a2
- 1mo ago First seen · 825 lines · 17,571 tokens per session scan B 1dafd5340786
ccg-workflow CLAUDE.md is an instructions file published in the GitHub repository fengshao1227/ccg-workflow (5,951 stars, last pushed 6d ago), licensed MIT. It adds 19,787 tokens to every session, about $0.0791 per session on Opus 5.5. A static security scan graded it B with 3 findings (reads agent configuration directories, makes network calls, runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.