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How Picoclaw Ai Assistant fits into a Paperclip company.
Picoclaw Ai Assistant drops into any Paperclip agent that handles this kind of work. Assign it to a specialist inside a pre-configured PaperclipOrg company and the skill becomes available on every heartbeat — no prompt engineering, no tool wiring.
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---name: picoclaw-ai-assistantdescription: Ultra-lightweight AI assistant in Go that runs on $10 hardware with <10MB RAM, supporting multiple LLM providers, tools, and single-binary deployment across RISC-V, ARM, MIPS, and x86.triggers: - "set up picoclaw on my device" - "configure picoclaw with my API key" - "deploy picoclaw on raspberry pi" - "build picoclaw from source" - "add a new LLM provider to picoclaw" - "run picoclaw in docker" - "picoclaw web search tool setup" - "picoclaw memory and workspace configuration"--- # PicoClaw AI Assistant > Skill by [ara.so](https://ara.so) — Daily 2026 Skills collection. PicoClaw is an ultra-lightweight personal AI assistant written in Go. It runs on $10 hardware with under 10MB RAM and boots in under 1 second. It supports multiple LLM providers (OpenAI-compatible, Anthropic, Volcengine), optional web search tools, and deploys as a single self-contained binary on x86_64, ARM64, MIPS, and RISC-V Linux devices. --- ## Installation ### Precompiled Binary Download from the [releases page](https://github.com/sipeed/picoclaw/releases): ```bash# Linux ARM64 (Raspberry Pi, LicheeRV-Nano, etc.)wget https://github.com/sipeed/picoclaw/releases/download/v0.1.1/picoclaw-linux-arm64chmod +x picoclaw-linux-arm64./picoclaw-linux-arm64 onboard``` ### Build from Source ```bashgit clone https://github.com/sipeed/picoclaw.gitcd picoclaw # Install dependenciesmake deps # Build for current platformmake build # Build for all platformsmake build-all # Raspberry Pi Zero 2 W — 32-bitmake build-linux-arm # → build/picoclaw-linux-arm # Raspberry Pi Zero 2 W — 64-bitmake build-linux-arm64 # → build/picoclaw-linux-arm64 # Build both Pi Zero variantsmake build-pi-zero # Build and install to system PATHmake install``` ### Docker Compose ```bashgit clone https://github.com/sipeed/picoclaw.gitcd picoclaw # First run — generates docker/data/config.json then exitsdocker compose -f docker/docker-compose.yml --profile gateway up # Edit configvim docker/data/config.json # Start in backgrounddocker compose -f docker/docker-compose.yml --profile gateway up -d # View logsdocker compose -f docker/docker-compose.yml logs -f picoclaw-gateway # Stopdocker compose -f docker/docker-compose.yml --profile gateway down``` #### Docker: Web Console (Launcher Mode) ```bashdocker compose -f docker/docker-compose.yml --profile launcher up -d# Open http://localhost:18800``` #### Docker: One-shot Agent Mode ```bash# Single questiondocker compose -f docker/docker-compose.yml run --rm picoclaw-agent -m "What is 2+2?" # Interactive sessiondocker compose -f docker/docker-compose.yml run --rm picoclaw-agent``` #### Docker: Expose Gateway to Host If the gateway needs to be reachable from the host, set: ```bashPICOCLAW_GATEWAY_HOST=0.0.0.0 docker compose -f docker/docker-compose.yml --profile gateway up -d``` Or set `PICOCLAW_GATEWAY_HOST=0.0.0.0` in `docker/data/config.json`. ### Termux (Android) ```bashpkg install wget prootwget https://github.com/sipeed/picoclaw/releases/download/v0.1.1/picoclaw-linux-arm64chmod +x picoclaw-linux-arm64termux-chroot ./picoclaw-linux-arm64 onboard``` --- ## Quick Start ### 1. Initialize ```bashpicoclaw onboard``` This creates `~/.picoclaw/config.json` with a starter configuration. ### 2. Configure `~/.picoclaw/config.json` ```json{ "agents": { "defaults": { "workspace": "~/.picoclaw/workspace", "model_name": "gpt-4o", "max_tokens": 8192, "temperature": 0.7, "max_tool_iterations": 20 } }, "model_list": [ { "model_name": "gpt-4o", "model": "openai/gpt-4o", "api_key": "$OPENAI_API_KEY", "request_timeout": 300 }, { "model_name": "claude-sonnet", "model": "anthropic/claude-sonnet-4-5", "api_key": "$ANTHROPIC_API_KEY" }, { "model_name": "ark-code", "model": "volcengine/ark-code-latest", "api_key": "$VOLCENGINE_API_KEY", "api_base": "https://ark.cn-beijing.volces.com/api/coding/v3" } ], "tools": { "web": { "brave": { "enabled": false, "api_key": "$BRAVE_API_KEY" }, "tavily": { "enabled": false, "api_key": "$TAVILY_API_KEY" } } }}``` > Never hard-code API keys. Reference environment variables using `$VAR_NAME` notation in config, or set them in your shell environment before launch. ### 3. Run ```bash# Interactive chatpicoclaw # Single messagepicoclaw -m "Summarize the latest Go release notes" # Use a specific modelpicoclaw -model claude-sonnet -m "Refactor this function for clarity"``` --- ## Key CLI Commands | Command | Description ||---|---|| `picoclaw onboard` | Initialize config and workspace || `picoclaw` | Start interactive chat session || `picoclaw -m "..."` | Send a single message and exit || `picoclaw -model <name>` | Override the default model || `picoclaw -config <path>` | Use a custom config file | --- ## Configuration Reference ### Model Entry Fields ```json{ "model_name": "my-model", // Alias used in -model flag and agent defaults "model": "provider/model-id", // Provider-prefixed model identifier "api_key": "$ENV_VAR", // API key — use env var reference "api_base": "https://...", // Optional: override base URL (for self-hosted or regional endpoints) "request_timeout": 300 // Optional: seconds before timeout}``` ### Supported Provider Prefixes | Prefix | Provider ||---|---|| `openai/` | OpenAI and OpenAI-compatible APIs || `anthropic/` | Anthropic Claude || `volcengine/` | Volcengine (Ark) | ### Agent Defaults ```json"agents": { "defaults": { "workspace": "~/.picoclaw/workspace", // Working directory for file operations "model_name": "gpt-4o", // Default model alias "max_tokens": 8192, // Max response tokens "temperature": 0.7, // Sampling temperature "max_tool_iterations": 20 // Max agentic tool-call loop iterations }}``` ### Web Search Tools Get free API keys:- **Tavily**: https://tavily.com — 1,000 free queries/month- **Brave Search**: https://brave.com/search/api — 2,000 free queries/month ```json"tools": { "web": { "tavily": { "enabled": true, "api_key": "$TAVILY_API_KEY" }, "brave": { "enabled": false, "api_key": "$BRAVE_API_KEY" } }}``` Only enable one search provider at a time unless you want fallback behavior. --- ## Common Patterns ### Pattern: Minimal $10 Device Setup For a LicheeRV-Nano or similar ultra-low-resource board: ```bash# Download the RISC-V or ARM binary from releaseswget https://github.com/sipeed/picoclaw/releases/download/v0.1.1/picoclaw-linux-riscv64chmod +x picoclaw-linux-riscv64 # Initialize./picoclaw-linux-riscv64 onboard # Edit config — use a lightweight model, low max_tokenscat > ~/.picoclaw/config.json << 'EOF'{ "agents": { "defaults": { "workspace": "~/.picoclaw/workspace", "model_name": "gpt-4o-mini", "max_tokens": 2048, "temperature": 0.5, "max_tool_iterations": 10 } }, "model_list": [ { "model_name": "gpt-4o-mini", "model": "openai/gpt-4o-mini", "api_key": "$OPENAI_API_KEY", "request_timeout": 120 } ]}EOF ./picoclaw-linux-riscv64``` ### Pattern: Full-Stack Dev Assistant with Web Search ```json{ "agents": { "defaults": { "workspace": "~/projects", "model_name": "claude-sonnet", "max_tokens": 8192, "temperature": 0.3, "max_tool_iterations": 30 } }, "model_list": [ { "model_name": "claude-sonnet", "model": "anthropic/claude-sonnet-4-5", "api_key": "$ANTHROPIC_API_KEY", "request_timeout": 600 } ], "tools": { "web": { "tavily": { "enabled": true, "api_key": "$TAVILY_API_KEY" } } }}``` ### Pattern: Docker with Environment Variables ```yaml# docker/docker-compose.override.ymlservices: picoclaw-gateway: environment: - OPENAI_API_KEY=${OPENAI_API_KEY} - ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY} - TAVILY_API_KEY=${TAVILY_API_KEY} - PICOCLAW_GATEWAY_HOST=0.0.0.0``` ```bashexport OPENAI_API_KEY=sk-...export ANTHROPIC_API_KEY=sk-ant-...docker compose -f docker/docker-compose.yml -f docker/docker-compose.override.yml --profile gateway up -d``` ### Pattern: Build for a Specific Target in Go ```bash# Cross-compile for MIPS (OpenWRT routers)GOOS=linux GOARCH=mips GOMIPS=softfloat go build -o build/picoclaw-linux-mips ./cmd/picoclaw # Cross-compile for 32-bit ARM (older Raspberry Pi)GOOS=linux GOARCH=arm GOARM=7 go build -o build/picoclaw-linux-arm ./cmd/picoclaw # Cross-compile for RISC-V 64-bitGOOS=linux GOARCH=riscv64 go build -o build/picoclaw-linux-riscv64 ./cmd/picoclaw``` --- ## Troubleshooting ### Binary won't execute on device ```bash# Verify the binary matches the device architecturefile picoclaw-linux-arm64uname -m # Should match: aarch64 = arm64, x86_64 = amd64 # Ensure executable permissionchmod +x picoclaw-linux-arm64``` ### "Permission denied" on Termux Termux requires `proot` for some system calls: ```bashpkg install proottermux-chroot ./picoclaw-linux-arm64 onboard``` ### API key not recognized - Do not use `"api_key": "sk-..."` literals in config — set env vars and reference them as `"$OPENAI_API_KEY"`.- Verify the env var is exported in your current shell: `echo $OPENAI_API_KEY`. ### Docker gateway not reachable from host Set `PICOCLAW_GATEWAY_HOST=0.0.0.0` in the environment or in `config.json` before starting the container. ### High memory usage in recent versions The project notes that recent PRs may push RAM usage to 10–20MB. If this is a concern on ultra-low-memory devices, pin to an earlier release tag: ```bashgit checkout v0.1.1make build``` ### Config file location Default: `~/.picoclaw/config.json` Override at runtime: ```bashpicoclaw -config /path/to/custom-config.json``` ### Rebuild after dependency changes ```bashcd picoclawmake depsmake build``` --- ## Hardware Targets Quick Reference | Device | Price | Binary ||---|---|---|| LicheeRV-Nano (E/W) | ~$10 | `picoclaw-linux-riscv64` || NanoKVM | ~$30–50 | `picoclaw-linux-riscv64` || MaixCAM / MaixCAM2 | ~$50–100 | `picoclaw-linux-arm64` || Raspberry Pi Zero 2 W (32-bit OS) | ~$15 | `picoclaw-linux-arm` || Raspberry Pi Zero 2 W (64-bit OS) | ~$15 | `picoclaw-linux-arm64` || Android via Termux | — | `picoclaw-linux-arm64` || Standard Linux x86_64 | — | `picoclaw-linux-amd64` |Related skills
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