#!/usr/bin/env python3 # Harness: tool dispatch -- expanding what the model can reach. """ s02_tool_use.py - Tools The agent loop from s01 didn't change. We just added tools to the array and a dispatch map to route calls. +----------+ +-------+ +------------------+ | User | ---> | LLM | ---> | Tool Dispatch | | prompt | | | | { | +----------+ +---+---+ | bash: run_bash | ^ | read: run_read | | | write: run_wr | +----------+ edit: run_edit | tool_result| } | +------------------+ Key insight: "The loop didn't change at all. I just added tools." """ import os import subprocess from pathlib import Path from anthropic import Anthropic from dotenv import load_dotenv load_dotenv(override=True) if os.getenv("ANTHROPIC_BASE_URL"): os.environ.pop("ANTHROPIC_AUTH_TOKEN", None) WORKDIR = Path.cwd() client = Anthropic(base_url=os.getenv("ANTHROPIC_BASE_URL")) MODEL = os.environ["MODEL_ID"] SYSTEM = f"You are a coding agent at {WORKDIR}. Use tools to solve tasks. Act, don't explain." def safe_path(p: str) -> Path: path = (WORKDIR / p).resolve() if not path.is_relative_to(WORKDIR): raise ValueError(f"Path escapes workspace: {p}") return path def run_bash(command: str) -> str: dangerous = ["rm -rf /", "sudo", "shutdown", "reboot", "> /dev/"] if any(d in command for d in dangerous): return "Error: Dangerous command blocked" try: r = subprocess.run(command, shell=True, cwd=WORKDIR, capture_output=True, text=True, timeout=120) out = (r.stdout + r.stderr).strip() return out[:50000] if out else "(no output)" except subprocess.TimeoutExpired: return "Error: Timeout (120s)" def run_read(path: str, limit: int = None) -> str: try: text = safe_path(path).read_text() lines = text.splitlines() if limit and limit < len(lines): lines = lines[:limit] + [f"... ({len(lines) - limit} more lines)"] return "\n".join(lines)[:50000] except Exception as e: return f"Error: {e}" def run_write(path: str, content: str) -> str: try: fp = safe_path(path) fp.parent.mkdir(parents=True, exist_ok=True) fp.write_text(content) return f"Wrote {len(content)} bytes to {path}" except Exception as e: return f"Error: {e}" def run_edit(path: str, old_text: str, new_text: str) -> str: try: fp = safe_path(path) content = fp.read_text() if old_text not in content: return f"Error: Text not found in {path}" fp.write_text(content.replace(old_text, new_text, 1)) return f"Edited {path}" except Exception as e: return f"Error: {e}" # -- The dispatch map: {tool_name: handler} -- TOOL_HANDLERS = { "bash": lambda **kw: run_bash(kw["command"]), "read_file": lambda **kw: run_read(kw["path"], kw.get("limit")), "write_file": lambda **kw: run_write(kw["path"], kw["content"]), "edit_file": lambda **kw: run_edit(kw["path"], kw["old_text"], kw["new_text"]), } TOOLS = [ {"name": "bash", "description": "Run a shell command.", "input_schema": {"type": "object", "properties": {"command": {"type": "string"}}, "required": ["command"]}}, {"name": "read_file", "description": "Read file contents.", "input_schema": {"type": "object", "properties": {"path": {"type": "string"}, "limit": {"type": "integer"}}, "required": ["path"]}}, {"name": "write_file", "description": "Write content to file.", "input_schema": {"type": "object", "properties": {"path": {"type": "string"}, "content": {"type": "string"}}, "required": ["path", "content"]}}, {"name": "edit_file", "description": "Replace exact text in file.", "input_schema": {"type": "object", "properties": {"path": {"type": "string"}, "old_text": {"type": "string"}, "new_text": {"type": "string"}}, "required": ["path", "old_text", "new_text"]}}, ] def agent_loop(messages: list): while True: response = client.messages.create( model=MODEL, system=SYSTEM, messages=messages, tools=TOOLS, max_tokens=8000, ) messages.append({"role": "assistant", "content": response.content}) if response.stop_reason != "tool_use": return results = [] for block in response.content: if block.type == "tool_use": handler = TOOL_HANDLERS.get(block.name) output = handler(**block.input) if handler else f"Unknown tool: {block.name}" print(f"> {block.name}: {output[:200]}") results.append({"type": "tool_result", "tool_use_id": block.id, "content": output}) messages.append({"role": "user", "content": results}) if __name__ == "__main__": history = [] while True: try: query = input("\033[36ms02 >> \033[0m") except (EOFError, KeyboardInterrupt): break if query.strip().lower() in ("q", "exit", ""): break history.append({"role": "user", "content": query}) agent_loop(history) response_content = history[-1]["content"] if isinstance(response_content, list): for block in response_content: if hasattr(block, "text"): print(block.text) print()