PansClaw Code

Use the PansClaw Code CLI (Rust reimplementation of Claude Code) for AI-assisted coding. Triggers when: user wants to run coding tasks via pansclaw code, delegate code writing/refactoring to pansclaw code, or use it interactively. Handles auto-build if binary is missing/outdated. Prerequisites: MINIMAX_API_KEY, ANTHROPIC_API_KEY, or local Ollama models.

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

1. Check binary — verify release build exists
2. Build if needed — run cargo build -p claw-cli --release if missing
3. Select provider — prefer local Ollama, fall back to cloud
4. Execute — run claw with appropriate flags
5. 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