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)#

bash

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)

bash

# Ensure Ollama is running
ollama list
# Available models: mistral-small:24b, qwen3, llama3, codellama

Option B: Cloud APIs

bash

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)#

bash

~/.local/bin/claw --provider ollama --model mistral-small:24b --dangerously-skip-permissions "Your coding task"

Run with cloud model#

bash

~/.local/bin/claw --provider minimax --model MiniMax-Text-01 --dangerously-skip-permissions "Your task"

Interactive REPL#

bash

~/.local/bin/claw --provider ollama --model qwen3

Useful flags#

FlagDescription--provider <name>Provider: ollama (local), minimax, openai, anthropic--model <name>Model name (provider-specific)--dangerously-skip-permissionsSkip permission prompts--printNon-interactive, print result only

Available Models#

ProviderModelAPI Key NeededNotesollamamistral-small:24b❌ NoneDefault local modelollamaqwen3❌ NoneChinese-optimizedollamallama3❌ NoneGeneral purposeollamacodellama❌ NoneCode-specializedminimaxMiniMax-Text-01✅ MINIMAX_API_KEYCloudanthropicclaude-opus-4-6✅ ANTHROPIC_API_KEYCloud

Auto-Build Check#

Before calling claw, verify the binary exists and is up-to-date:

bash

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:

bash

~/.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:

bash

~/.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:

bash

~/.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