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Codex2CC

Languages: English | 简体中文

English

Codex2CC is a local Codex plugin that lets Codex delegate bounded work to a Claude Code compatible CLI and receive structured execution results back through MCP. It is designed for cases where Codex should remain the orchestrator, but a separate claude-style command should run a focused design, coding, review, or custom task.

The plugin does not replace Codex's judgment. Codex calls the downstream CLI, captures the result, reviews the evidence, runs verification when needed, and then decides the next step.

What It Provides

  • A Codex plugin named codex2cc.
  • One MCP stdio server named codex2cc.
  • One MCP tool named delegate_to_cc.
  • Two Codex skills:
    • codex2cc: delegate work to a Claude Code compatible CLI.
    • codex2cc-configure: configure the local downstream command.
  • Bounded stdout and stderr capture with truncation metadata.
  • Structured execution metadata: status, exit code, signal, duration, command source, prompt preview, cwd, task mode, logs, and optional result-file content.
  • Four delegation modes: design, code, review, and custom.
  • Explicit conversation-context handoff through contextSummary and currentInstruction.

When To Use It

Use Codex2CC when you want a separate Claude Code compatible CLI to do a bounded piece of work while Codex keeps control of orchestration and final review.

Good fits:

  • ask another CLI to review a focused diff;
  • run a design or planning lane and return a concise result;
  • delegate a narrow implementation task in a repository;
  • ask a Claude Code compatible tool to produce a summary file that Codex reads back through resultFile.

Poor fits:

  • unrestricted long-running autonomous work with no timeout;
  • tasks that require Codex to trust downstream output without review;
  • commands that need shell interpolation in ccCommand;
  • using /usr/bin/cc on macOS, which is clang, not Claude Code.

Requirements

  • Node.js 20 or newer.
  • Codex CLI or Codex App with plugin and MCP support.
  • A Claude Code compatible downstream CLI. The default executable name is claude.
  • The downstream CLI must be installed and authenticated according to its own rules.

Repository Layout

codex2cc/
  .agents/plugins/marketplace.json
  LICENSE
  README.md
  README.en.md
  README.zh-CN.md
  docs/
    checks.md
    project-guide.md
    requirements.md
    technical-design.md
  plugins/
    codex2cc/
      .codex-plugin/plugin.json
      .mcp.json
      README.md
      package.json
      package-lock.json
      scripts/
        codex2cc-mcp.js
        configure-cc-command.js
        smoke-mcp.js
      skills/
        codex2cc/SKILL.md
        codex2cc-configure/SKILL.md
      src/
        cli-command.ts
        log-buffer.ts
        mcp-server.ts
        prompt.ts
        runner.ts
        schema.ts
      tests/
        fixtures/
        *.test.ts
      tsconfig.json

The repository root is the Codex plugin marketplace. The installable plugin itself lives in plugins/codex2cc.

Installation

Install directly from GitHub:

codex plugin marketplace add https://github.com/LAwLi3tCoding/codex2cc
codex plugin add codex2cc@codex2cc

This does not require cloning the repository manually. Codex fetches the GitHub marketplace into its plugin cache, then installs the codex2cc plugin from that cached marketplace snapshot.

Open a new Codex session after installing or reinstalling. Codex loads plugin skills and starts MCP servers when a session starts.

Development Setup

cd plugins/codex2cc
npm install
npm test
npm run smoke:mcp

npm test compiles TypeScript and runs the compiled Node test suite.

npm run smoke:mcp starts the same MCP wrapper used by the plugin manifest, lists tools, and calls delegate_to_cc with a fixture worker.

Configure The Downstream CLI

Codex2CC resolves the downstream executable in this order:

  1. Tool input ccCommand.
  2. Environment variable CODEX2CC_CC_COMMAND.
  3. Ignored local file plugins/codex2cc/codex2cc.local.json.
  4. Fallback command claude.

If another user installs this repository and does not configure anything, Codex2CC runs:

claude <delegatedPrompt>

For Claude Code print-style execution, callers usually pass:

{
  "ccArgs": ["--print"]
}

That makes the final command:

claude --print <delegatedPrompt>

Local Command Configuration

To set a local default command without changing tracked files:

cd plugins/codex2cc
npm run configure:cc -- claude

This writes plugins/codex2cc/codex2cc.local.json, which is git-ignored.

If your executable is not on the default claude path:

npm run configure:cc -- /usr/local/bin/claude

You can also set an environment variable:

export CODEX2CC_CC_COMMAND=/usr/local/bin/claude

ccCommand must be only an executable name or path. Put all flags in ccArgs.

Valid:

{
  "ccCommand": "claude",
  "ccArgs": ["--print"]
}

Invalid:

{
  "ccCommand": "claude --print"
}

codex2cc.local.json may also include ccArgs. Local ccArgs are prepended before tool input ccArgs, and the delegated prompt is appended last.

Usage

After installing the plugin, ask Codex to delegate a bounded task:

Use Codex2CC to ask cc to review this implementation and return findings.

For a direct MCP call, the important fields are:

{
  "prompt": "Review the current diff and return actionable findings.",
  "mode": "review",
  "cwd": "/path/to/repo",
  "ccArgs": ["--print"],
  "timeoutMs": 900000,
  "streamOutput": true
}

For conversation-aware delegation, Codex should summarize what it can see and pass the latest instruction explicitly:

{
  "prompt": "Implement the next step.",
  "contextSummary": "Codex selected the minimal API shape and confirmed that ccCommand must not contain flags.",
  "currentInstruction": "Implement the selected API boundary and return changed files plus verification commands.",
  "mode": "code",
  "cwd": "/path/to/repo",
  "ccArgs": ["--print"]
}

The MCP server cannot read Codex's private conversation transcript by itself. Context transfer is explicit and controlled by Codex.

MCP Tool Contract

Tool name: delegate_to_cc.

Input fields:

Field Type Default Description
prompt string required Delegated task text.
contextSummary string optional Summary of Codex-visible prior context.
currentInstruction string optional Latest active instruction. If set, it becomes the worker task while prompt remains the fallback.
cwd string MCP process cwd Working directory for the downstream command.
mode design | code | review | custom custom Delegation mode used for prompt framing.
timeoutMs integer 900000 Timeout in milliseconds. Maximum: 7200000.
ccCommand string resolved Executable override. Must not contain arguments.
ccArgs string[] [] Arguments passed before the delegated prompt.
resultFile string optional Relative file under cwd to read after execution.
maxOutputBytes integer 65536 Capture limit for stdout, stderr, and result file. Maximum: 1048576.
streamOutput boolean true Whether to mirror child output to the terminal.

Structured output:

Field Description
status success, failed, or timed_out.
exitCode Downstream process exit code, or null.
signal Terminating signal, or null.
durationMs Runtime duration.
command.executable Resolved executable.
command.args Arguments with the delegated prompt redacted as [prompt].
command.source input, environment, local-config, or fallback.
promptPreview Compact prompt preview.
contextProvided Whether contextSummary was provided.
cwd Resolved working directory.
mode Delegation mode.
stdoutTail / stderrTail Captured bounded output tails.
stdoutTruncated / stderrTruncated Whether output was trimmed.
resultFile Optional file path and content.
error Optional failure summary.

Architecture

Codex
  -> loads codex2cc plugin
  -> starts MCP server through scripts/codex2cc-mcp.js
  -> imports dist/src/mcp-server.js
  -> registers delegate_to_cc
  -> validates input with Zod
  -> resolves downstream CLI command
  -> builds delegated prompt
  -> spawn(command, [...ccArgs, delegatedPrompt])
  -> streams output and captures tails
  -> optionally reads resultFile
  -> returns structuredContent to Codex
  -> Codex reviews evidence and continues orchestration

Main files:

  • plugins/codex2cc/.codex-plugin/plugin.json: plugin metadata, skill path, MCP config path, UI metadata, default prompts.
  • plugins/codex2cc/.mcp.json: stdio MCP server declaration.
  • plugins/codex2cc/scripts/codex2cc-mcp.js: runtime wrapper that loads the built server from dist.
  • plugins/codex2cc/src/mcp-server.ts: MCP server and delegate_to_cc tool.
  • plugins/codex2cc/src/schema.ts: Zod input schema, defaults, and limits.
  • plugins/codex2cc/src/cli-command.ts: command resolution and command validation.
  • plugins/codex2cc/src/prompt.ts: prompt framing for each delegation mode.
  • plugins/codex2cc/src/runner.ts: child-process execution, timeout handling, log capture, and result-file reading.
  • plugins/codex2cc/src/log-buffer.ts: bounded tail buffer.
  • plugins/codex2cc/tests/: Node test suite and fixture workers.

Technical Details

Process execution

The runner uses spawn() rather than exec(). This avoids shell interpolation and keeps ccCommand separate from ccArgs.

On timeout, the runner sends SIGTERM, waits briefly, and then sends SIGKILL if the direct child has not exited. It also resolves after the direct child exits even if a descendant briefly keeps stdio open. This prevents CLI wrappers from turning a completed parent process into a long false timeout.

Prompt framing

design, code, and review modes add worker requirements such as staying in scope, listing changed files, reporting commands and blockers, and returning control to Codex. custom mode uses a lighter wrapper.

If currentInstruction is provided, it is the active task. Otherwise prompt is used directly.

Result files

resultFile must be a relative path inside cwd. Absolute paths and path traversal outside cwd are rejected. Files larger than maxOutputBytes are rejected.

Output limits

Stdout and stderr are captured with bounded tail buffers. Large output is truncated from the front, preserving the newest bytes and setting truncation flags.

Built files

The plugin wrapper launches dist/src/mcp-server.js, so a fresh checkout needs the built dist files to run immediately. During development, run npm test or npm run build after changing TypeScript.

Verification

Recommended checks:

cd plugins/codex2cc
npm test
npm run smoke:mcp

Optional plugin manifest validation:

python3 "$HOME/.codex/skills/.system/plugin-creator/scripts/validate_plugin.py" .

If system Python cannot install dependencies directly, create a temporary virtual environment and install PyYAML before running the validator.

Troubleshooting

claude is not found

Configure the executable:

cd plugins/codex2cc
npm run configure:cc -- /absolute/path/to/claude

or set:

export CODEX2CC_CC_COMMAND=/absolute/path/to/claude

ccCommand must be an executable path or name without arguments

Move flags from ccCommand to ccArgs.

Use:

{
  "ccCommand": "claude",
  "ccArgs": ["--print"]
}

Do not use:

{
  "ccCommand": "claude --print"
}

/usr/bin/cc is rejected

On macOS, /usr/bin/cc is clang. Configure a Claude Code compatible executable instead.

MCP server says the built server is missing

Build the plugin:

cd plugins/codex2cc
npm install
npm run build

Downstream CLI exits non-zero

Inspect stdoutTail, stderrTail, exitCode, and command.source in structuredContent. Codex2CC reports the process result; it does not reinterpret the downstream CLI's own auth, quota, network, or permission errors.

Development Recommendations

  • Keep delegated tasks bounded. The plugin is a bridge, not an unattended orchestration system.
  • Prefer ccArgs: ["--print"] for Claude Code style non-interactive runs.
  • Pass contextSummary and currentInstruction when prior Codex conversation context matters.
  • Keep local command customization in codex2cc.local.json or CODEX2CC_CC_COMMAND; do not commit machine-specific command names.
  • Commit dist when publishing the plugin so the MCP wrapper can run from a fresh checkout.
  • Do not commit node_modules.
  • Run npm test after changing TypeScript, schemas, prompt framing, process handling, or README examples that describe behavior.

Publishing Notes

For GitHub publication, include:

  • source files under plugins/codex2cc/src;
  • tests and fixtures;
  • dist build output;
  • package.json and package-lock.json;
  • plugin manifest and MCP config;
  • marketplace config;
  • README and docs.

Do not include local ignored configuration such as codex2cc.local.json.

Related Documents


简体中文

Codex2CC 是一个本地 Codex 插件,用来让 Codex 通过 MCP 把有边界的任务 委托给 Claude Code 兼容 CLI,并拿回结构化执行结果。它适合这样的场景: Codex 仍然负责整体编排和最终审核,但某个独立的 claude 风格命令需要执行 一段明确的设计、编码、评审或自定义任务。

这个插件不会替代 Codex 的判断。Codex 调用下游 CLI,收集结果,审阅证据, 必要时继续运行验证,然后决定下一步。

提供的能力

  • 一个名为 codex2cc 的 Codex 插件。
  • 一个名为 codex2cc 的 MCP stdio server。
  • 一个名为 delegate_to_cc 的 MCP 工具。
  • 两个 Codex skill:
    • codex2cc:把任务委托给 Claude Code 兼容 CLI。
    • codex2cc-configure:配置本地下游命令。
  • 有上限的 stdout 和 stderr 截取,并返回截断标记。
  • 结构化执行元数据:状态、退出码、信号、耗时、命令来源、prompt 预览、 cwd、任务模式、日志,以及可选结果文件内容。
  • 四种委托模式:design、code、review、custom。
  • 通过 contextSummary 和 currentInstruction 显式交接上下文。

适用场景

当你希望另一个 Claude Code 兼容 CLI 执行一段有边界的任务,同时让 Codex 保留编排权和最终审核权时,可以使用 Codex2CC。

适合:

  • 让另一个 CLI 审查一个聚焦 diff;
  • 启动一个设计或计划 lane,并返回简短结果;
  • 在仓库里委托一个窄范围实现任务;
  • 让 Claude Code 兼容工具写出摘要文件,再由 Codex 通过 resultFile 读回。

不适合:

  • 没有超时边界的长时间自治任务;
  • 要求 Codex 不经审核直接信任下游输出;
  • 把 shell 插值写进 ccCommand;
  • 在 macOS 上使用 /usr/bin/cc,那是 clang,不是 Claude Code。

环境要求

  • Node.js 20 或更高版本。
  • 支持插件和 MCP 的 Codex CLI 或 Codex App。
  • 一个 Claude Code 兼容下游 CLI。默认可执行文件名是 claude。
  • 如果下游 CLI 需要认证,需要先按它自己的规则完成登录。

仓库结构

codex2cc/
  .agents/plugins/marketplace.json
  LICENSE
  README.md
  README.en.md
  README.zh-CN.md
  docs/
    checks.md
    project-guide.md
    requirements.md
    technical-design.md
  plugins/
    codex2cc/
      .codex-plugin/plugin.json
      .mcp.json
      README.md
      package.json
      package-lock.json
      scripts/
        codex2cc-mcp.js
        configure-cc-command.js
        smoke-mcp.js
      skills/
        codex2cc/SKILL.md
        codex2cc-configure/SKILL.md
      src/
        cli-command.ts
        log-buffer.ts
        mcp-server.ts
        prompt.ts
        runner.ts
        schema.ts
      tests/
        fixtures/
        *.test.ts
      tsconfig.json

仓库根目录是 Codex 插件 marketplace。真正可安装的插件位于 plugins/codex2cc。

安装方式

直接从 GitHub 安装:

codex plugin marketplace add https://github.com/LAwLi3tCoding/codex2cc
codex plugin add codex2cc@codex2cc

这不需要用户手动克隆仓库。Codex 会把 GitHub marketplace 拉到自己的插件 缓存里,然后从该缓存快照安装 codex2cc 插件。

安装或重新安装后,打开一个新的 Codex 会话。Codex 会在会话启动时加载插件 skill 并启动 MCP server。

开发环境

cd plugins/codex2cc
npm install
npm test
npm run smoke:mcp

npm test 会编译 TypeScript,并运行编译后的 Node 测试套件。

npm run smoke:mcp 会启动插件 manifest 使用的同一个 MCP wrapper,列出工具, 并用 fixture worker 调用 delegate_to_cc。

配置下游 CLI

Codex2CC 按下面顺序解析下游可执行文件:

  1. 工具入参 ccCommand。
  2. 环境变量 CODEX2CC_CC_COMMAND。
  3. 被 git 忽略的本地文件 plugins/codex2cc/codex2cc.local.json。
  4. 兜底命令 claude。

如果其他用户安装这个仓库且完全没有配置,Codex2CC 会运行:

claude <delegatedPrompt>

对于 Claude Code 的 print 风格非交互执行,调用方通常传:

{
  "ccArgs": ["--print"]
}

最终命令就是:

claude --print <delegatedPrompt>

本地命令配置

设置本地默认命令且不修改 tracked 文件:

cd plugins/codex2cc
npm run configure:cc -- claude

这会写入被 git 忽略的 plugins/codex2cc/codex2cc.local.json。

如果你的可执行文件不在默认 claude 路径上:

npm run configure:cc -- /usr/local/bin/claude

也可以设置环境变量:

export CODEX2CC_CC_COMMAND=/usr/local/bin/claude

ccCommand 只能是可执行文件名或路径。所有 flags 都必须放在 ccArgs。

正确:

{
  "ccCommand": "claude",
  "ccArgs": ["--print"]
}

错误:

{
  "ccCommand": "claude --print"
}

codex2cc.local.json 也可以包含 ccArgs。本地 ccArgs 会排在工具入参 ccArgs 前面,委托 prompt 总是最后追加。

使用方式

安装插件后,可以让 Codex 委托一个有边界的任务:

Use Codex2CC to ask cc to review this implementation and return findings.

如果直接调用 MCP 工具,核心字段如下:

{
  "prompt": "Review the current diff and return actionable findings.",
  "mode": "review",
  "cwd": "/path/to/repo",
  "ccArgs": ["--print"],
  "timeoutMs": 900000,
  "streamOutput": true
}

如果委托任务依赖 Codex 当前对话上下文,Codex 应显式传递摘要和最新指令:

{
  "prompt": "Implement the next step.",
  "contextSummary": "Codex selected the minimal API shape and confirmed that ccCommand must not contain flags.",
  "currentInstruction": "Implement the selected API boundary and return changed files plus verification commands.",
  "mode": "code",
  "cwd": "/path/to/repo",
  "ccArgs": ["--print"]
}

MCP server 不能自己读取 Codex 的私有对话 transcript。上下文交接由 Codex 显式控制。

MCP 工具契约

工具名:delegate_to_cc。

输入字段:

字段 类型 默认值 说明
prompt string 必填 被委托的任务文本。
contextSummary string 可选 Codex 可见前文上下文摘要。
currentInstruction string 可选 最新有效指令。设置后它会成为 worker 任务,prompt 保留为兜底。
cwd string MCP 进程 cwd 下游命令工作目录。
mode design | code | review | custom custom 用于 prompt framing 的委托模式。
timeoutMs integer 900000 超时时间,单位毫秒。最大值:7200000。
ccCommand string 解析得到 可执行文件覆盖值。不能包含参数。
ccArgs string[] [] 委托 prompt 之前传入的参数。
resultFile string 可选 执行后读取的 cwd 内相对文件路径。
maxOutputBytes integer 65536 stdout、stderr 和结果文件的截取上限。最大值:1048576。
streamOutput boolean true 是否把子进程输出实时镜像到终端。

结构化输出:

字段 说明
status success、failed 或 timed_out。
exitCode 下游进程退出码,或 null。
signal 终止信号,或 null。
durationMs 执行耗时。
command.executable 解析后的可执行文件。
command.args 参数列表,委托 prompt 会被脱敏成 [prompt]。
command.source input、environment、local-config 或 fallback。
promptPreview 压缩后的 prompt 预览。
contextProvided 是否提供了 contextSummary。
cwd 解析后的工作目录。
mode 委托模式。
stdoutTail / stderrTail 有上限的输出尾部。
stdoutTruncated / stderrTruncated 输出是否被裁剪。
resultFile 可选文件路径和内容。
error 可选失败摘要。

项目架构

Codex
  -> 加载 codex2cc 插件
  -> 通过 scripts/codex2cc-mcp.js 启动 MCP server
  -> 导入 dist/src/mcp-server.js
  -> 注册 delegate_to_cc
  -> 使用 Zod 校验输入
  -> 解析下游 CLI 命令
  -> 构造委托 prompt
  -> spawn(command, [...ccArgs, delegatedPrompt])
  -> 流式输出并截取尾部日志
  -> 可选读取 resultFile
  -> 返回 structuredContent 给 Codex
  -> Codex 审阅证据并继续编排

主要文件:

  • plugins/codex2cc/.codex-plugin/plugin.json:插件元数据、skill 路径、 MCP config 路径、UI 信息和默认 prompt。
  • plugins/codex2cc/.mcp.json:stdio MCP server 声明。
  • plugins/codex2cc/scripts/codex2cc-mcp.js:运行时 wrapper,从 dist 加载构建后的 server。
  • plugins/codex2cc/src/mcp-server.ts:MCP server 和 delegate_to_cc 工具。
  • plugins/codex2cc/src/schema.ts:Zod 输入 schema、默认值和限制。
  • plugins/codex2cc/src/cli-command.ts:命令解析和命令校验。
  • plugins/codex2cc/src/prompt.ts:各委托模式的 prompt framing。
  • plugins/codex2cc/src/runner.ts:子进程执行、超时处理、日志截取和结果文件读取。
  • plugins/codex2cc/src/log-buffer.ts:有上限的 tail buffer。
  • plugins/codex2cc/tests/:Node 测试套件和 fixture workers。

技术细节

进程执行

runner 使用 spawn(),不使用 exec()。这样可以避免 shell 插值,并保持 ccCommand 和 ccArgs 分离。

超时时,runner 会发送 SIGTERM,短暂等待后,如果直接子进程还没有退出,再发送 SIGKILL。如果直接子进程已经退出,即使 descendant 短暂持有 stdio,也会在短暂 drain 后返回,避免 CLI wrapper 把已结束的父进程伪装成长时间 timeout。

Prompt framing

design、code 和 review 模式会加入 worker 要求,例如保持范围、列出修改文件、 报告执行命令和 blocker,并把控制权交还给 Codex。custom 模式使用更轻量的包装。

如果提供了 currentInstruction,它就是有效任务;否则直接使用 prompt。

结果文件

resultFile 必须是 cwd 内的相对路径。绝对路径和逃逸出 cwd 的路径都会被拒绝。 超过 maxOutputBytes 的文件会被拒绝。

输出限制

stdout 和 stderr 使用有上限的 tail buffer 截取。超大输出会从前面裁剪,保留最新 字节,并设置 truncation 标记。

构建产物

插件 wrapper 启动的是 dist/src/mcp-server.js,因此如果希望 fresh checkout 能立即运行插件,需要提交当前 dist 构建产物。开发时修改 TypeScript 后运行 npm test 或 npm run build。

验证

推荐检查:

cd plugins/codex2cc
npm test
npm run smoke:mcp

可选插件 manifest 校验:

python3 "$HOME/.codex/skills/.system/plugin-creator/scripts/validate_plugin.py" .

如果系统 Python 不能直接安装依赖,可以创建临时 virtualenv,安装 PyYAML 后再运行校验脚本。

故障排查

找不到 claude

配置可执行文件:

cd plugins/codex2cc
npm run configure:cc -- /absolute/path/to/claude

或设置:

export CODEX2CC_CC_COMMAND=/absolute/path/to/claude

ccCommand must be an executable path or name without arguments

把 flags 从 ccCommand 移到 ccArgs。

使用:

{
  "ccCommand": "claude",
  "ccArgs": ["--print"]
}

不要使用:

{
  "ccCommand": "claude --print"
}

/usr/bin/cc 被拒绝

在 macOS 上,/usr/bin/cc 是 clang。请配置 Claude Code 兼容可执行文件。

MCP server 提示缺少构建后的 server

构建插件:

cd plugins/codex2cc
npm install
npm run build

下游 CLI 非零退出

查看 structuredContent 中的 stdoutTail、stderrTail、exitCode 和 command.source。Codex2CC 只报告进程结果,不会重新解释下游 CLI 自身的认证、 额度、网络或权限错误。

开发建议

  • 保持委托任务有明确边界。这个插件是桥接器,不是无人值守编排系统。
  • Claude Code 风格非交互运行优先使用 ccArgs: ["--print"]。
  • 如果任务依赖 Codex 前文对话,传入 contextSummary 和 currentInstruction。
  • 本机命令定制放在 codex2cc.local.json 或 CODEX2CC_CC_COMMAND,不要提交机器 私有命令名。
  • 发布插件时提交 dist,让 MCP wrapper 可以从 fresh checkout 直接运行。
  • 不要提交 node_modules。
  • 修改 TypeScript、schema、prompt framing、进程处理或 README 行为示例后,运行 npm test。

发布建议

发布到 GitHub 时建议包含:

  • plugins/codex2cc/src 下的源码;
  • 测试和 fixtures;
  • dist 构建产物;
  • package.json 和 package-lock.json;
  • 插件 manifest 和 MCP config;
  • marketplace config;
  • README 和 docs。

不要包含本地 ignored 配置,例如 codex2cc.local.json。

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Codex plugin for delegating bounded tasks to a Claude Code compatible CLI.

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