codeagent
Execute codeagent-wrapper for multi-backend AI code tasks. Supports Codex, Claude, and Gemini backends with file references (@syntax) and structured output.
When & Why to Use This Skill
Codeagent is a versatile multi-backend AI orchestration tool designed to streamline complex software engineering tasks. By integrating powerful models like Codex, Claude, and Gemini, it enables developers to execute automated code generation, deep repository analysis, and large-scale refactoring. The skill supports advanced features such as parallel task execution, file-based context referencing using @syntax, and session management, making it an essential utility for high-efficiency AI-assisted development.
Use Cases
- Multi-Backend Code Refactoring: Leverage Codex for deep logic analysis and dependency tracking to perform precise, large-scale refactoring across complex codebases.
- Automated Technical Documentation: Use the Claude backend to automatically generate comprehensive README files, API specifications, and professional documentation directly from source code.
- Rapid UI/UX Prototyping: Utilize the Gemini backend to scaffold responsive UI components and design system layouts with high visual and functional consistency.
- Parallel Task Orchestration: Execute multiple dependent coding tasks simultaneously by assigning specific AI backends to their strengths, optimizing both performance and cost.
- Automated Code Review and Analysis: Perform automated call graph analysis and module dependency checks to identify architectural improvements and performance bottlenecks.
| name | codeagent |
|---|---|
| description | Execute codeagent-wrapper for multi-backend AI code tasks. Supports Codex, Claude, and Gemini backends with file references (@syntax) and structured output. |
Codeagent Wrapper Integration
Overview
Execute codeagent-wrapper commands with pluggable AI backends (Codex, Claude, Gemini). Supports file references via @ syntax, parallel task execution with backend selection, and configurable security controls.
When to Use
- Complex code analysis requiring deep understanding
- Large-scale refactoring across multiple files
- Automated code generation with backend selection
Usage
HEREDOC syntax (recommended):
codeagent-wrapper --backend codex - [working_dir] <<'EOF'
<task content here>
EOF
With backend selection:
codeagent-wrapper --backend claude - . <<'EOF'
<task content here>
EOF
Simple tasks:
codeagent-wrapper --backend codex "simple task" [working_dir]
codeagent-wrapper --backend gemini "simple task" [working_dir]
Backends
| Backend | Command | Description | Best For |
|---|---|---|---|
| codex | --backend codex |
OpenAI Codex (default) | Code analysis, complex development |
| claude | --backend claude |
Anthropic Claude | Simple tasks, documentation, prompts |
| gemini | --backend gemini |
Google Gemini | UI/UX prototyping |
Backend Selection Guide
Codex (default):
- Deep code understanding and complex logic implementation
- Large-scale refactoring with precise dependency tracking
- Algorithm optimization and performance tuning
- Example: "Analyze the call graph of @src/core and refactor the module dependency structure"
Claude:
- Quick feature implementation with clear requirements
- Technical documentation, API specs, README generation
- Professional prompt engineering (e.g., product requirements, design specs)
- Example: "Generate a comprehensive README for @package.json with installation, usage, and API docs"
Gemini:
- UI component scaffolding and layout prototyping
- Design system implementation with style consistency
- Interactive element generation with accessibility support
- Example: "Create a responsive dashboard layout with sidebar navigation and data visualization cards"
Backend Switching:
- Start with Codex for analysis, switch to Claude for documentation, then Gemini for UI implementation
- Use per-task backend selection in parallel mode to optimize for each task's strengths
Parameters
task(required): Task description, supports@filereferencesworking_dir(optional): Working directory (default: current)--backend(required): Select AI backend (codex/claude/gemini)- Note: Claude backend only adds
--dangerously-skip-permissionswhen explicitly enabled
- Note: Claude backend only adds
Return Format
Agent response text here...
---
SESSION_ID: 019a7247-ac9d-71f3-89e2-a823dbd8fd14
Resume Session
# Resume with codex backend
codeagent-wrapper --backend codex resume <session_id> - <<'EOF'
<follow-up task>
EOF
# Resume with specific backend
codeagent-wrapper --backend claude resume <session_id> - <<'EOF'
<follow-up task>
EOF
Parallel Execution
Default (summary mode - context-efficient):
codeagent-wrapper --parallel <<'EOF'
---TASK---
id: task1
backend: codex
workdir: /path/to/dir
---CONTENT---
task content
---TASK---
id: task2
dependencies: task1
---CONTENT---
dependent task
EOF
Full output mode (for debugging):
codeagent-wrapper --parallel --full-output <<'EOF'
...
EOF
Output Modes:
- Summary (default): Structured report with changes, output, verification, and review summary.
- Full (
--full-output): Complete task messages. Use only when debugging specific failures.
With per-task backend:
codeagent-wrapper --parallel <<'EOF'
---TASK---
id: task1
backend: codex
workdir: /path/to/dir
---CONTENT---
analyze code structure
---TASK---
id: task2
backend: claude
dependencies: task1
---CONTENT---
design architecture based on analysis
---TASK---
id: task3
backend: gemini
dependencies: task2
---CONTENT---
generate implementation code
EOF
Concurrency Control:
Set CODEAGENT_MAX_PARALLEL_WORKERS to limit concurrent tasks (default: unlimited).
Environment Variables
CODEX_TIMEOUT: Override timeout in milliseconds (default: 7200000 = 2 hours)CODEAGENT_SKIP_PERMISSIONS: Control Claude CLI permission checks- For Claude backend: Set to
true/1to add--dangerously-skip-permissions(default: disabled) - For Codex/Gemini backends: Currently has no effect
- For Claude backend: Set to
CODEAGENT_MAX_PARALLEL_WORKERS: Limit concurrent tasks in parallel mode (default: unlimited, recommended: 8)
Invocation Pattern
Single Task:
Bash tool parameters:
- command: codeagent-wrapper --backend <backend> - [working_dir] <<'EOF'
<task content>
EOF
- timeout: 7200000
- description: <brief description>
Note: --backend is required (codex/claude/gemini)
Parallel Tasks:
Bash tool parameters:
- command: codeagent-wrapper --parallel --backend <backend> <<'EOF'
---TASK---
id: task_id
backend: <backend> # Optional, overrides global
workdir: /path
dependencies: dep1, dep2
---CONTENT---
task content
EOF
- timeout: 7200000
- description: <brief description>
Note: Global --backend is required; per-task backend is optional
Critical Rules
NEVER kill codeagent processes. Long-running tasks are normal. Instead:
Check task status via log file:
# View real-time output tail -f /tmp/claude/<workdir>/tasks/<task_id>.output # Check if task is still running cat /tmp/claude/<workdir>/tasks/<task_id>.output | tail -50Wait with timeout:
# Use TaskOutput tool with block=true and timeout TaskOutput(task_id="<id>", block=true, timeout=300000)Check process without killing:
ps aux | grep codeagent-wrapper | grep -v grep
Why: codeagent tasks often take 2-10 minutes. Killing them wastes API costs and loses progress.
Security Best Practices
- Claude Backend: Permission checks enabled by default
- To skip checks: set
CODEAGENT_SKIP_PERMISSIONS=trueor pass--skip-permissions
- To skip checks: set
- Concurrency Limits: Set
CODEAGENT_MAX_PARALLEL_WORKERSin production to prevent resource exhaustion - Automation Context: This wrapper is designed for AI-driven automation where permission prompts would block execution
Recent Updates
- Multi-backend support for all modes (workdir, resume, parallel)
- Security controls with configurable permission checks
- Concurrency limits with worker pool and fail-fast cancellation