The Autonomy Index

# Claude agent with tool use — Python import anthropic client = anthropic.Anthropic() # Define tools the agent can use tools = [ { "name": "read_file", "description": "Read contents of a file", "input_schema": { "type": "object", "properties": { "path": {"type": "string"} } } }, { "name": "write_file", "description": "Write content to a file", "input_schema": { "type": "object", "properties": { "path": {"type": "string"}, "content": {"type": "string"} } } } ] # Agentic loop — Claude reasons, calls tools, repeats messages = [{"role": "user", "content": "Audit auth.py for security issues and fix them"}] while True: response = client.messages.create( model="claude-opus-4-6-20260205", max_tokens=8192, tools=tools, messages=messages ) # Process tool calls if response.stop_reason == "tool_use": for block in response.content: if block.type == "tool_use": result = execute_tool(block.name, block.input) messages.append({"role": "assistant", "content": response.content}) messages.append({"role": "user", "content": [{ "type": "tool_result", "tool_use_id": block.id, "content": result }]}) else: break # Agent finished reasoning

# 1. Clone and install git clone https://github.com/chillysbabybackribs/Clawdia.git cd Clawdia pnpm install # 2. Configure — add your Anthropic API key # Launch the desktop app pnpm dev # 3. Clawdia operates with OS-level access: # → File system (read/write/delete) # → Shell execution (any command) # → Browser automation (navigate, extract, interact) # → Process management (list, kill, monitor) # → Task scheduling (cron-based persistent tasks) # 4. Example autonomous objective: # "Audit all JavaScript files in ~/projects/webapp for # security vulnerabilities, create a report, and fix # critical issues with git commits for each fix" # 5. Security model: # → All execution is LOCAL (no cloud dependency) # → Encrypted config store (electron-store) # → Tool-level permission boundaries # → Audit trail via conversation history # → No data leaves your machine (except API calls) # 6. Persistent task example: # "Every morning at 9am, check my GitHub repos for # new issues, summarize them, and draft responses"