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cexll
7cc7f50f46 docs: add bilingual README (EN + CN) reflecting current codebase
Rewrite README.md in English and add README_CN.md in Chinese with
language switcher links. Updated to cover all recent features:
worktree isolation, skill auto-detection, dynamic agents, per-backend
config, allowed/disallowed tools, stderr noise filtering, cross-platform
support, and modular internal/ project structure.

Generated with SWE-Agent.ai

Co-Authored-By: SWE-Agent.ai <noreply@swe-agent.ai>
2026-02-10 23:13:06 +08:00
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# codeagent-wrapper
`codeagent-wrapper` 是一个用 Go 编写的“多后端 AI 代码代理”命令行包装器:用统一的 CLI 入口封装不同的 AI 工具后端Codex / Claude / Gemini / Opencode并提供一致的参数、配置与会话恢复体验。
[English](README.md) | [中文](README_CN.md)
入口:`cmd/codeagent/main.go`(生成二进制名:`codeagent`)和 `cmd/codeagent-wrapper/main.go`(生成二进制名:`codeagent-wrapper`)。两者行为一致。
A multi-backend AI code agent CLI wrapper written in Go. Provides a unified CLI entry point wrapping different AI tool backends (Codex / Claude / Gemini / OpenCode) with consistent flags, configuration, skill injection, and session resumption.
## 功能特性
Entry point: `cmd/codeagent-wrapper/main.go` (binary: `codeagent-wrapper`).
- 多后端支持:`codex` / `claude` / `gemini` / `opencode`
- 统一命令行:`codeagent [flags] <task>` / `codeagent resume <session_id> <task> [workdir]`
- 自动 stdin遇到换行/特殊字符/超长任务自动走 stdin避免 shell quoting 地狱;也可显式使用 `-`
- 配置合并:支持配置文件与 `CODEAGENT_*` 环境变量viper
- Agent 预设:从 `~/.codeagent/models.json` 读取 backend/model/prompt 等预设
- 并行执行:`--parallel` 从 stdin 读取多任务配置,支持依赖拓扑并发执行
- 日志清理:`codeagent cleanup` 清理旧日志(日志写入系统临时目录)
## Features
## 安装
- **Multi-backend support**: `codex` / `claude` / `gemini` / `opencode`
- **Unified CLI**: `codeagent-wrapper [flags] <task>` / `codeagent-wrapper resume <session_id> <task> [workdir]`
- **Auto stdin**: Automatically pipes via stdin when task contains newlines, special characters, or exceeds length; also supports explicit `-`
- **Config merging**: Config files + `CODEAGENT_*` environment variables (viper)
- **Agent presets**: Read backend/model/prompt/reasoning/yolo/allowed_tools from `~/.codeagent/models.json`
- **Dynamic agents**: Place a `{name}.md` prompt file in `~/.codeagent/agents/` to use as an agent
- **Skill auto-injection**: `--skills` for manual specification, or auto-detect from project tech stack (Go/Rust/Python/Node.js/Vue)
- **Git worktree isolation**: `--worktree` executes tasks in an isolated git worktree with auto-generated task_id and branch
- **Parallel execution**: `--parallel` reads multi-task config from stdin with dependency-aware topological concurrent execution and structured summary reports
- **Backend config**: `backends` section in `models.json` supports per-backend `base_url` / `api_key` injection
- **Claude tool control**: `allowed_tools` / `disallowed_tools` to restrict available tools for Claude backend
- **Stderr noise filtering**: Automatically filters noisy stderr output from Gemini and Codex backends
- **Log cleanup**: `codeagent-wrapper cleanup` cleans old logs (logs written to system temp directory)
- **Cross-platform**: macOS / Linux / Windows
要求Go 1.21+。
## Installation
在仓库根目录执行:
### Recommended (interactive installer)
```bash
go install ./cmd/codeagent
go install ./cmd/codeagent-wrapper
npx github:cexll/myclaude
```
安装后确认:
Select the `codeagent-wrapper` module to install.
### Manual build
Requires: Go 1.21+.
```bash
codeagent version
codeagent-wrapper version
# Build from source
make build
# Or install to $GOPATH/bin
make install
```
## 使用示例
最简单用法(默认后端:`codex`
Verify installation:
```bash
codeagent "分析 internal/app/cli.go 的入口逻辑,给出改进建议"
codeagent-wrapper --version
```
指定后端:
## Usage
Basic usage (default backend: `codex`):
```bash
codeagent --backend claude "解释 internal/executor/parallel_config.go 的并行配置格式"
codeagent-wrapper "analyze the entry logic of internal/app/cli.go"
```
指定工作目录(第 2 个位置参数):
Specify backend:
```bash
codeagent "在当前 repo 下搜索潜在数据竞争" .
codeagent-wrapper --backend claude "explain the parallel config format in internal/executor/parallel_config.go"
```
显式从 stdin 读取 task使用 `-`
Specify working directory (2nd positional argument):
```bash
cat task.txt | codeagent -
codeagent-wrapper "search for potential data races in this repo" .
```
恢复会话:
Explicit stdin (using `-`):
```bash
codeagent resume <session_id> "继续上次任务"
cat task.txt | codeagent-wrapper -
```
并行模式(从 stdin 读取任务配置;禁止位置参数):
HEREDOC (recommended for multi-line tasks):
```bash
codeagent --parallel <<'EOF'
codeagent-wrapper --backend claude - <<'EOF'
Implement user authentication:
- JWT tokens
- bcrypt password hashing
- Session management
EOF
```
Resume session:
```bash
codeagent-wrapper resume <session_id> "continue the previous task"
```
Execute in isolated git worktree:
```bash
codeagent-wrapper --worktree "refactor the auth module"
```
Manual skill injection:
```bash
codeagent-wrapper --skills golang-base-practices "optimize database queries"
```
Parallel mode (task config from stdin):
```bash
codeagent-wrapper --parallel <<'EOF'
---TASK---
id: t1
workdir: .
backend: codex
---CONTENT---
列出本项目的主要模块以及它们的职责。
List the main modules and their responsibilities.
---TASK---
id: t2
dependencies: t1
backend: claude
---CONTENT---
基于 t1 的结论,提出重构风险点与建议。
Based on t1's findings, identify refactoring risks and suggestions.
EOF
```
## 配置说明
## CLI Flags
### 配置文件
| Flag | Description |
|------|-------------|
| `--backend <name>` | Backend selection (codex/claude/gemini/opencode) |
| `--model <name>` | Model override |
| `--agent <name>` | Agent preset name (from models.json or ~/.codeagent/agents/) |
| `--prompt-file <path>` | Read prompt from file |
| `--skills <names>` | Comma-separated skill names for spec injection |
| `--reasoning-effort <level>` | Reasoning effort (backend-specific) |
| `--skip-permissions` | Skip permission prompts |
| `--dangerously-skip-permissions` | Alias for `--skip-permissions` |
| `--worktree` | Execute in a new git worktree (auto-generates task_id) |
| `--parallel` | Parallel task mode (config from stdin) |
| `--full-output` | Full output in parallel mode (default: summary only) |
| `--config <path>` | Config file path (default: `$HOME/.codeagent/config.*`) |
| `--version`, `-v` | Print version |
| `--cleanup` | Clean up old logs |
默认查找路径(当 `--config` 为空时):
## Configuration
### Config File
Default search path (when `--config` is empty):
- `$HOME/.codeagent/config.(yaml|yml|json|toml|...)`
示例(YAML
Example (YAML):
```yaml
backend: codex
@@ -99,59 +160,113 @@ model: gpt-4.1
skip-permissions: false
```
也可以通过 `--config /path/to/config.yaml` 显式指定。
Can also be specified explicitly via `--config /path/to/config.yaml`.
### 环境变量(`CODEAGENT_*`
### Environment Variables (`CODEAGENT_*`)
通过 viper 读取并自动映射 `-` `_`,常用项:
Read via viper with automatic `-` to `_` mapping:
- `CODEAGENT_BACKEND``codex|claude|gemini|opencode`
- `CODEAGENT_MODEL`
- `CODEAGENT_AGENT`
- `CODEAGENT_PROMPT_FILE`
- `CODEAGENT_REASONING_EFFORT`
- `CODEAGENT_SKIP_PERMISSIONS`
- `CODEAGENT_FULL_OUTPUT`(并行模式 legacy 输出)
- `CODEAGENT_MAX_PARALLEL_WORKERS`0 表示不限制,上限 100
| Variable | Description |
|----------|-------------|
| `CODEAGENT_BACKEND` | Backend name (codex/claude/gemini/opencode) |
| `CODEAGENT_MODEL` | Model name |
| `CODEAGENT_AGENT` | Agent preset name |
| `CODEAGENT_PROMPT_FILE` | Prompt file path |
| `CODEAGENT_REASONING_EFFORT` | Reasoning effort |
| `CODEAGENT_SKIP_PERMISSIONS` | Skip permission prompts (default true; set `false` to disable) |
| `CODEAGENT_FULL_OUTPUT` | Full output in parallel mode |
| `CODEAGENT_MAX_PARALLEL_WORKERS` | Parallel worker count (0=unlimited, max 100) |
| `CODEAGENT_TMPDIR` | Custom temp directory (for macOS permission issues) |
| `CODEX_TIMEOUT` | Timeout in ms (default 7200000 = 2 hours) |
| `CODEX_BYPASS_SANDBOX` | Codex sandbox bypass (default true; set `false` to disable) |
| `DO_WORKTREE_DIR` | Reuse existing worktree directory (set by /do workflow) |
### Agent 预设(`~/.codeagent/models.json`
可在 `~/.codeagent/models.json` 定义 agent → backend/model/prompt 等映射,用 `--agent <name>` 选择:
### Agent Presets (`~/.codeagent/models.json`)
```json
{
"default_backend": "opencode",
"default_model": "opencode/grok-code",
"default_backend": "codex",
"default_model": "gpt-4.1",
"backends": {
"codex": { "api_key": "..." },
"claude": { "base_url": "http://localhost:23001", "api_key": "..." }
},
"agents": {
"develop": {
"backend": "codex",
"model": "gpt-4.1",
"prompt_file": "~/.codeagent/prompts/develop.md",
"description": "Code development"
"reasoning": "high",
"yolo": true,
"allowed_tools": ["Read", "Write", "Bash"],
"disallowed_tools": ["WebFetch"]
}
}
}
```
## 支持的后端
Use `--agent <name>` to select a preset. Agents inherit `base_url` / `api_key` from the corresponding `backends` entry.
该项目本身不内置模型能力,依赖你本机安装并可在 `PATH` 中找到对应 CLI
### Dynamic Agents
- `codex`:执行 `codex e ...`(默认会添加 `--dangerously-bypass-approvals-and-sandbox`;如需关闭请设置 `CODEX_BYPASS_SANDBOX=false`
- `claude`:执行 `claude -p ... --output-format stream-json`(默认会跳过权限提示;如需开启请设置 `CODEAGENT_SKIP_PERMISSIONS=false`
- `gemini`:执行 `gemini ... -o stream-json`(可从 `~/.gemini/.env` 加载环境变量)
- `opencode`:执行 `opencode run --format json`
Place a `{name}.md` file in `~/.codeagent/agents/` to use it via `--agent {name}`. The Markdown file is read as the prompt, using `default_backend` and `default_model`.
## 开发
### Skill Auto-Detection
```bash
make build
make test
make lint
make clean
When no skills are specified via `--skills`, codeagent-wrapper auto-detects the tech stack from files in the working directory:
| Detected Files | Injected Skills |
|----------------|-----------------|
| `go.mod` / `go.sum` | `golang-base-practices` |
| `Cargo.toml` | `rust-best-practices` |
| `pyproject.toml` / `setup.py` / `requirements.txt` | `python-best-practices` |
| `package.json` | `vercel-react-best-practices`, `frontend-design` |
| `vue.config.js` / `vite.config.ts` / `nuxt.config.ts` | `vue-web-app` |
Skill specs are read from `~/.claude/skills/{name}/SKILL.md`, subject to a 16000-character budget.
## Supported Backends
This project does not embed model capabilities. It requires the corresponding CLI tools installed and available in `PATH`:
| Backend | Command | Notes |
|---------|---------|-------|
| `codex` | `codex e ...` | Adds `--dangerously-bypass-approvals-and-sandbox` by default; set `CODEX_BYPASS_SANDBOX=false` to disable |
| `claude` | `claude -p ... --output-format stream-json` | Skips permissions and disables setting-sources to prevent recursion; set `CODEAGENT_SKIP_PERMISSIONS=false` to enable prompts; auto-reads env and model from `~/.claude/settings.json` |
| `gemini` | `gemini -o stream-json -y ...` | Auto-loads env vars from `~/.gemini/.env` (GEMINI_API_KEY, GEMINI_MODEL, etc.) |
| `opencode` | `opencode run --format json` | — |
## Project Structure
```
cmd/codeagent-wrapper/main.go # CLI entry point
internal/
app/ # CLI command definitions, argument parsing, main orchestration
backend/ # Backend abstraction and implementations (codex/claude/gemini/opencode)
config/ # Config loading, agent resolution, viper bindings
executor/ # Task execution engine: single/parallel/worktree/skill injection
logger/ # Structured logging system
parser/ # JSON stream parser
utils/ # Common utility functions
worktree/ # Git worktree management
```
## 故障排查
## Development
- macOS 下如果看到临时目录相关的 `permission denied`(例如临时可执行文件无法在 `/var/folders/.../T` 执行),可设置一个可执行的临时目录:`CODEAGENT_TMPDIR=$HOME/.codeagent/tmp`
- `claude` 后端的 `base_url/api_key`(来自 `~/.codeagent/models.json`)会注入到子进程环境变量:`ANTHROPIC_BASE_URL` / `ANTHROPIC_API_KEY`。若 `base_url` 指向本地代理(如 `localhost:23001`),请确认代理进程在运行。
```bash
make build # Build binary
make test # Run tests
make lint # golangci-lint + staticcheck
make clean # Clean build artifacts
make install # Install to $GOPATH/bin
```
CI uses GitHub Actions with Go 1.21 / 1.22 matrix testing.
## Troubleshooting
- On macOS, if you see `permission denied` related to temp directories, set: `CODEAGENT_TMPDIR=$HOME/.codeagent/tmp`
- `claude` backend's `base_url` / `api_key` (from `~/.codeagent/models.json` `backends.claude`) are injected as `ANTHROPIC_BASE_URL` / `ANTHROPIC_API_KEY` env vars
- `gemini` backend's API key is loaded from `~/.gemini/.env`, injected as `GEMINI_API_KEY` with `GEMINI_API_KEY_AUTH_MECHANISM=bearer` auto-set
- Exit codes: 127 = backend not found, 124 = timeout, 130 = interrupted
- Parallel mode outputs structured summary by default; use `--full-output` for complete output when debugging

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# codeagent-wrapper
[English](README.md) | [中文](README_CN.md)
`codeagent-wrapper` 是一个用 Go 编写的多后端 AI 代码代理命令行包装器:用统一的 CLI 入口封装不同的 AI 工具后端Codex / Claude / Gemini / OpenCode并提供一致的参数、配置、技能注入与会话恢复体验。
入口:`cmd/codeagent-wrapper/main.go`(生成二进制名:`codeagent-wrapper`)。
## 功能特性
- **多后端支持**`codex` / `claude` / `gemini` / `opencode`
- **统一命令行**`codeagent-wrapper [flags] <task>` / `codeagent-wrapper resume <session_id> <task> [workdir]`
- **自动 stdin**:遇到换行/特殊字符/超长任务自动走 stdin避免 shell quoting 问题;也可显式使用 `-`
- **配置合并**:支持配置文件与 `CODEAGENT_*` 环境变量viper
- **Agent 预设**:从 `~/.codeagent/models.json` 读取 backend/model/prompt/reasoning/yolo/allowed_tools 等预设
- **动态 Agent**:在 `~/.codeagent/agents/{name}.md` 放置 prompt 文件即可作为 agent 使用
- **技能自动注入**`--skills` 手动指定或根据项目技术栈自动检测Go/Rust/Python/Node.js/Vue并注入对应技能规范
- **Git Worktree 隔离**`--worktree` 在独立 git worktree 中执行任务,自动生成 task_id 和分支
- **并行执行**`--parallel` 从 stdin 读取多任务配置,支持依赖拓扑并发执行,带结构化摘要报告
- **后端配置**`models.json``backends` 节支持 per-backend 的 `base_url` / `api_key` 注入
- **Claude 工具控制**`allowed_tools` / `disallowed_tools` 限制 Claude 后端可用工具
- **Stderr 降噪**:自动过滤 Gemini 和 Codex 后端的噪声 stderr 输出
- **日志清理**`codeagent-wrapper cleanup` 清理旧日志(日志写入系统临时目录)
- **跨平台**:支持 macOS / Linux / Windows
## 安装
### 推荐方式(交互式安装器)
```bash
npx github:cexll/myclaude
```
选择 `codeagent-wrapper` 模块进行安装。
### 手动构建
要求Go 1.21+。
```bash
# 从源码构建
make build
# 或直接安装到 $GOPATH/bin
make install
```
安装后确认:
```bash
codeagent-wrapper --version
```
## 使用示例
最简单用法(默认后端:`codex`
```bash
codeagent-wrapper "分析 internal/app/cli.go 的入口逻辑,给出改进建议"
```
指定后端:
```bash
codeagent-wrapper --backend claude "解释 internal/executor/parallel_config.go 的并行配置格式"
```
指定工作目录(第 2 个位置参数):
```bash
codeagent-wrapper "在当前 repo 下搜索潜在数据竞争" .
```
显式从 stdin 读取 task使用 `-`
```bash
cat task.txt | codeagent-wrapper -
```
使用 HEREDOC推荐用于多行任务
```bash
codeagent-wrapper --backend claude - <<'EOF'
实现用户认证系统:
- JWT 令牌
- bcrypt 密码哈希
- 会话管理
EOF
```
恢复会话:
```bash
codeagent-wrapper resume <session_id> "继续上次任务"
```
在 git worktree 中隔离执行:
```bash
codeagent-wrapper --worktree "重构认证模块"
```
手动指定技能注入:
```bash
codeagent-wrapper --skills golang-base-practices "优化数据库查询"
```
并行模式(从 stdin 读取任务配置):
```bash
codeagent-wrapper --parallel <<'EOF'
---TASK---
id: t1
workdir: .
backend: codex
---CONTENT---
列出本项目的主要模块以及它们的职责。
---TASK---
id: t2
dependencies: t1
backend: claude
---CONTENT---
基于 t1 的结论,提出重构风险点与建议。
EOF
```
## CLI 参数
| 参数 | 说明 |
|------|------|
| `--backend <name>` | 后端选择codex/claude/gemini/opencode |
| `--model <name>` | 覆盖模型 |
| `--agent <name>` | Agent 预设名(来自 models.json 或 ~/.codeagent/agents/ |
| `--prompt-file <path>` | 从文件读取 prompt |
| `--skills <names>` | 逗号分隔的技能名,注入对应规范 |
| `--reasoning-effort <level>` | 推理力度(后端相关) |
| `--skip-permissions` | 跳过权限提示 |
| `--dangerously-skip-permissions` | `--skip-permissions` 的别名 |
| `--worktree` | 在新 git worktree 中执行(自动生成 task_id |
| `--parallel` | 并行任务模式(从 stdin 读取配置) |
| `--full-output` | 并行模式下输出完整消息(默认仅输出摘要) |
| `--config <path>` | 配置文件路径(默认:`$HOME/.codeagent/config.*` |
| `--version`, `-v` | 打印版本号 |
| `--cleanup` | 清理旧日志 |
## 配置说明
### 配置文件
默认查找路径(当 `--config` 为空时):
- `$HOME/.codeagent/config.(yaml|yml|json|toml|...)`
示例YAML
```yaml
backend: codex
model: gpt-4.1
skip-permissions: false
```
也可以通过 `--config /path/to/config.yaml` 显式指定。
### 环境变量(`CODEAGENT_*`
通过 viper 读取并自动映射 `-``_`,常用项:
| 变量 | 说明 |
|------|------|
| `CODEAGENT_BACKEND` | 后端名codex/claude/gemini/opencode |
| `CODEAGENT_MODEL` | 模型名 |
| `CODEAGENT_AGENT` | Agent 预设名 |
| `CODEAGENT_PROMPT_FILE` | Prompt 文件路径 |
| `CODEAGENT_REASONING_EFFORT` | 推理力度 |
| `CODEAGENT_SKIP_PERMISSIONS` | 跳过权限提示(默认 true`false` 关闭) |
| `CODEAGENT_FULL_OUTPUT` | 并行模式完整输出 |
| `CODEAGENT_MAX_PARALLEL_WORKERS` | 并行 worker 数0=不限制,上限 100 |
| `CODEAGENT_TMPDIR` | 自定义临时目录macOS 权限问题时使用) |
| `CODEX_TIMEOUT` | 超时(毫秒,默认 7200000 即 2 小时) |
| `CODEX_BYPASS_SANDBOX` | Codex sandbox bypass默认 true`false` 关闭) |
| `DO_WORKTREE_DIR` | 复用已有 worktree 目录(由 /do 工作流设置) |
### Agent 预设(`~/.codeagent/models.json`
```json
{
"default_backend": "codex",
"default_model": "gpt-4.1",
"backends": {
"codex": { "api_key": "..." },
"claude": { "base_url": "http://localhost:23001", "api_key": "..." }
},
"agents": {
"develop": {
"backend": "codex",
"model": "gpt-4.1",
"prompt_file": "~/.codeagent/prompts/develop.md",
"reasoning": "high",
"yolo": true,
"allowed_tools": ["Read", "Write", "Bash"],
"disallowed_tools": ["WebFetch"]
}
}
}
```
`--agent <name>` 选择预设agent 会继承 `backends` 下对应后端的 `base_url` / `api_key`
### 动态 Agent
`~/.codeagent/agents/` 目录放置 `{name}.md` 文件,即可通过 `--agent {name}` 使用,自动读取该 Markdown 作为 prompt使用 `default_backend``default_model`
### 技能自动检测
当未通过 `--skills` 显式指定技能时codeagent-wrapper 会根据工作目录中的文件自动检测技术栈:
| 检测文件 | 注入技能 |
|----------|----------|
| `go.mod` / `go.sum` | `golang-base-practices` |
| `Cargo.toml` | `rust-best-practices` |
| `pyproject.toml` / `setup.py` / `requirements.txt` | `python-best-practices` |
| `package.json` | `vercel-react-best-practices`, `frontend-design` |
| `vue.config.js` / `vite.config.ts` / `nuxt.config.ts` | `vue-web-app` |
技能规范从 `~/.claude/skills/{name}/SKILL.md` 读取,受 16000 字符预算限制。
## 支持的后端
该项目本身不内置模型能力,依赖本机安装并可在 `PATH` 中找到对应 CLI
| 后端 | 执行命令 | 说明 |
|------|----------|------|
| `codex` | `codex e ...` | 默认添加 `--dangerously-bypass-approvals-and-sandbox`;设 `CODEX_BYPASS_SANDBOX=false` 关闭 |
| `claude` | `claude -p ... --output-format stream-json` | 默认跳过权限并禁用 setting-sources 防止递归;设 `CODEAGENT_SKIP_PERMISSIONS=false` 开启权限;自动读取 `~/.claude/settings.json` 中的 env 和 model |
| `gemini` | `gemini -o stream-json -y ...` | 自动从 `~/.gemini/.env` 加载环境变量GEMINI_API_KEY, GEMINI_MODEL 等) |
| `opencode` | `opencode run --format json` | — |
## 项目结构
```
cmd/codeagent-wrapper/main.go # CLI 入口
internal/
app/ # CLI 命令定义、参数解析、主逻辑编排
backend/ # 后端抽象与实现codex/claude/gemini/opencode
config/ # 配置加载、agent 解析、viper 绑定
executor/ # 任务执行引擎:单任务/并行/worktree/技能注入
logger/ # 结构化日志系统
parser/ # JSON stream 解析器
utils/ # 通用工具函数
worktree/ # Git worktree 管理
```
## 开发
```bash
make build # 构建
make test # 运行测试
make lint # golangci-lint + staticcheck
make clean # 清理构建产物
make install # 安装到 $GOPATH/bin
```
CI 使用 GitHub ActionsGo 1.21 / 1.22 矩阵测试。
## 故障排查
- macOS 下如果看到临时目录相关的 `permission denied`,可设置:`CODEAGENT_TMPDIR=$HOME/.codeagent/tmp`
- `claude` 后端的 `base_url` / `api_key`(来自 `~/.codeagent/models.json``backends.claude`)会注入到子进程环境变量 `ANTHROPIC_BASE_URL` / `ANTHROPIC_API_KEY`
- `gemini` 后端的 API key 从 `~/.gemini/.env` 加载,注入 `GEMINI_API_KEY` 并自动设置 `GEMINI_API_KEY_AUTH_MECHANISM=bearer`
- 后端命令未找到时返回退出码 127超时返回 124中断返回 130
- 并行模式默认输出结构化摘要,使用 `--full-output` 查看完整输出以便调试