PansClaw Code Skill
Rust reimplementation of Claude Code CLI — an AI-powered coding assistant that runs locally.
When to Use
✅ USE this skill when:
- User asks to use pansclaw code for a coding task
- User wants to delegate code writing/refactoring/debugging to pansclaw code
- User wants interactive pansclaw code REPL mode
- User explicitly mentions "pansclaw code"
❌ DON'T use this skill when:
- User wants me to directly implement code (use my native tools instead)
- Simple file operations that don't need AI assistance
- Tasks requiring OpenClaw tool/memory integration
Prerequisites
1. Build the binary (first time only)
cd "/Users/dashi/Documents/claude code source /claw-code-main/rust"
cargo build -p claw-cli --release
Binary location: ~/.local/bin/claw (symlinked to release build)
2. API Keys (choose one)
Option A: Local Ollama (recommended - no API key needed)
# Ensure Ollama is running
ollama list
# Available models: mistral-small:24b, qwen3, llama3, codellama
Option B: Cloud APIs
export MINIMAX_API_KEY="your-key"
export ANTHROPIC_API_KEY="sk-ant-..."
export OPENAI_API_KEY="your-key"
Commands
Run a single task (local Ollama)
~/.local/bin/claw --provider ollama --model mistral-small:24b --dangerously-skip-permissions "Your coding task"
Run with cloud model
~/.local/bin/claw --provider minimax --model MiniMax-Text-01 --dangerously-skip-permissions "Your task"
Interactive REPL
~/.local/bin/claw --provider ollama --model qwen3
Useful flags
| Flag | Description |
|---|
--provider <name> | Provider: ollama (local), minimax, openai, anthropic |
--model <name> | Model name (provider-specific) |
--dangerously-skip-permissions | Skip permission prompts |
--print | Non-interactive, print result only |
Available Models
| Provider | Model | API Key Needed | Notes |
|---|
| ollama | mistral-small:24b | ❌ None | Default local model |
| ollama | qwen3 | ❌ None | Chinese-optimized |
| ollama | llama3 | ❌ None | General purpose |
| ollama | codellama | ❌ None | Code-specialized |
| minimax | MiniMax-Text-01 | ✅ MINIMAX_API_KEY | Cloud |
| anthropic | claude-opus-4-6 | ✅ ANTHROPIC_API_KEY | Cloud |
Auto-Build Check
Before calling claw, verify the binary exists and is up-to-date:
if [ ! -f "/Users/dashi/Documents/claude code source /claw-code-main/rust/target/release/claw" ]; then
cd "/Users/dashi/Documents/claude code source /claw-code-main/rust"
cargo build -p claw-cli --release
fi
Execution Pattern
- Check binary — verify release build exists
- Build if needed — run
cargo build -p claw-cli --release if missing
- Select provider — prefer local Ollama, fall back to cloud
- Execute — run claw with appropriate flags
- Return output — report results to user
Usage Examples
User: "用 claw 写一个冒泡排序"
Assistant:
~/.local/bin/claw --provider ollama --model mistral-small:24b --dangerously-skip-permissions "写一个冒泡排序算法"
User: "用 claw 重构 api 模块"
Assistant:
~/.local/bin/claw --provider minimax --model MiniMax-Text-01 --dangerously-skip-permissions "重构 api 模块使用 async/await"
User: "用 claw 解释 Rust 生命周期"
Assistant:
~/.local/bin/claw --provider ollama --model qwen3 --dangerously-skip-permissions "解释 Rust 的生命周期"
Notes
- claw is a CLI tool — runs once per command, exits after completion
- Local Ollama models work offline and are fast
- Cloud models may have better quality but require API keys
- Does NOT have access to OpenClaw's tools/memory by default
