#!/usr/bin/env python3 """ s05_todo_write.py - TodoWrite The model tracks its progress through a TodoManager. After three rounds without an update, the harness adds a reminder alongside the tool results. +----------+ +-------+ +--------------+ | User | ---> | LLM | ---> | Tools | | prompt | | | | + todo_write | +----------+ +---^---+ +------+-------+ | | update | +------v----------+ | | TodoManager | | | [ ] pending | | | [>] in progress | | | [x] completed | | +------+----------+ | tool_result | +-----------------+ rounds_since_todo >= 3 -> add """ import ast import json import os import subprocess from pathlib import Path try: import readline readline.parse_and_bind('set bind-tty-special-chars off') except ImportError: pass 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"] # s05 change: SYSTEM prompt adds planning guidance SYSTEM = ( f"You are a coding agent at {WORKDIR}. " "Before starting any multi-step task, use todo_write to plan your steps. " "Update status as you go." ) # -- Tool implementations from s02-s04 -- def run_bash(command: str) -> str: 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 = None) -> str: try: lines = (WORKDIR / path).resolve().read_text().splitlines() if limit and limit < len(lines): lines = lines[:limit] + [f"... ({len(lines) - limit} more lines)"] return "\n".join(lines) except Exception as e: return f"Error: {e}" def run_write(path: str, content: str) -> str: try: file_path = (WORKDIR / path).resolve() file_path.parent.mkdir(parents=True, exist_ok=True) file_path.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: file_path = (WORKDIR / path).resolve() text = file_path.read_text() if old_text not in text: return f"Error: text not found in {path}" file_path.write_text(text.replace(old_text, new_text, 1)) return f"Edited {path}" except Exception as e: return f"Error: {e}" def run_glob(pattern: str) -> str: import glob as g try: results = [] for match in g.glob(pattern, root_dir=WORKDIR): if (WORKDIR / match).resolve().is_relative_to(WORKDIR): results.append(match) return "\n".join(results) if results else "(no matches)" except Exception as e: return f"Error: {e}" # -- New in s05: structured state the model updates -- class TodoManager: def __init__(self): self.items: list[dict] = [] def update(self, todos: list | str) -> str: if isinstance(todos, str): try: todos = json.loads(todos) except json.JSONDecodeError: try: todos = ast.literal_eval(todos) except (SyntaxError, ValueError) as e: raise ValueError("todos must be a list or JSON array string") from e if not isinstance(todos, list): raise ValueError("todos must be a list") if len(todos) > 20: raise ValueError("Max 20 todos allowed") validated = [] in_progress_count = 0 for index, todo in enumerate(todos): if not isinstance(todo, dict): raise ValueError(f"todos[{index}] must be an object") content = str(todo.get("content", "")).strip() status = str(todo.get("status", "pending")).lower() if not content: raise ValueError(f"todos[{index}] requires content") if status not in ("pending", "in_progress", "completed"): raise ValueError(f"todos[{index}] has invalid status '{status}'") if status == "in_progress": in_progress_count += 1 validated.append({"content": content, "status": status}) if in_progress_count > 1: raise ValueError("Only one todo can be in_progress at a time") self.items = validated return self.render() def render(self) -> str: if not self.items: return "No todos." lines = [] for todo in self.items: marker = { "pending": "[ ]", "in_progress": "[>]", "completed": "[x]", }[todo["status"]] lines.append(f"{marker} {todo['content']}") done = sum(todo["status"] == "completed" for todo in self.items) lines.append(f"\n({done}/{len(self.items)} completed)") return "\n".join(lines) TODO = TodoManager() def run_todo_write(todos: list | str) -> str: try: output = TODO.update(todos) except ValueError as e: return f"Error: {e}" print(f"\n\033[33m## Current Tasks\033[0m\n{output}") return output 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 a file.", "input_schema": {"type": "object", "properties": {"path": {"type": "string"}, "content": {"type": "string"}}, "required": ["path", "content"]}}, {"name": "edit_file", "description": "Replace exact text in a file once.", "input_schema": {"type": "object", "properties": {"path": {"type": "string"}, "old_text": {"type": "string"}, "new_text": {"type": "string"}}, "required": ["path", "old_text", "new_text"]}}, {"name": "glob", "description": "Find files matching a glob pattern.", "input_schema": {"type": "object", "properties": {"pattern": {"type": "string"}}, "required": ["pattern"]}}, # s05: new tool {"name": "todo_write", "description": "Create and manage a task list for your current coding session.", "input_schema": {"type": "object", "properties": {"todos": {"type": "array", "maxItems": 20, "items": {"type": "object", "properties": {"content": {"type": "string", "minLength": 1}, "status": {"type": "string", "enum": ["pending", "in_progress", "completed"]}}, "required": ["content", "status"]}}}, "required": ["todos"]}}, ] TOOL_HANDLERS = { "bash": run_bash, "read_file": run_read, "write_file": run_write, "edit_file": run_edit, "glob": run_glob, "todo_write": run_todo_write, } # -- Hook system from s04 -- HOOKS = {"UserPromptSubmit": [], "PreToolUse": [], "PostToolUse": [], "Stop": []} def register_hook(event: str, callback): HOOKS[event].append(callback) def trigger_hooks(event: str, *args): for callback in HOOKS[event]: result = callback(*args) if result is not None: return result return None DENY_LIST = ["rm -rf /", "sudo", "shutdown", "reboot", "mkfs", "dd if="] DESTRUCTIVE = ["rm ", "> /etc/", "chmod 777"] def permission_hook(block): """PreToolUse: s03 permission logic, registered as an s04 hook.""" if block.name == "bash": command = block.input.get("command", "") for pattern in DENY_LIST: if pattern in command: print(f"\n\033[31m[blocked] '{pattern}'\033[0m") return "Permission denied by deny list" for keyword in DESTRUCTIVE: if keyword in command: print(f"\n\033[33m[permission] Potentially destructive command\033[0m") print(f" Tool: {block.name}({block.input})") choice = input(" Allow? [y/N] ").strip().lower() if choice not in ("y", "yes"): return "Permission denied by user" if block.name in ("read_file", "write_file", "edit_file"): path = block.input.get("path", "") if not (WORKDIR / path).resolve().is_relative_to(WORKDIR): print(f"\n\033[33m[permission] Access outside workspace\033[0m") print(f" Tool: {block.name}({block.input})") choice = input(" Allow? [y/N] ").strip().lower() if choice not in ("y", "yes"): return "Permission denied by user" return None def log_hook(block): """PreToolUse: log every tool call.""" args_preview = str(list(block.input.values())[:2])[:60] print(f"\033[90m[HOOK] {block.name}({args_preview})\033[0m") return None def large_output_hook(block, output): """PostToolUse: warn on large output.""" if len(str(output)) > 100000: print(f"\033[33m[HOOK] Large output from {block.name}: {len(str(output))} chars\033[0m") return None def context_inject_hook(query: str): """UserPromptSubmit: log working directory.""" print(f"\033[90m[HOOK] UserPromptSubmit: working in {WORKDIR}\033[0m") return None def summary_hook(messages: list): """Stop: print tool call count.""" tool_count = sum(1 for m in messages for b in (m.get("content") if isinstance(m.get("content"), list) else []) if isinstance(b, dict) and b.get("type") == "tool_result") print(f"\033[90m[HOOK] Stop: session used {tool_count} tool calls\033[0m") return None register_hook("UserPromptSubmit", context_inject_hook) register_hook("PreToolUse", permission_hook) register_hook("PreToolUse", log_hook) register_hook("PostToolUse", large_output_hook) register_hook("Stop", summary_hook) # -- Agent loop with the reminder counter -- def agent_loop(messages: list): rounds_since_todo = 0 while True: response = client.messages.create( model=MODEL, system=SYSTEM, messages=messages, tools=TOOLS, max_tokens=8000, ) messages.append({"role": "assistant", "content": response.content}) tool_calls = [ block for block in response.content if block.type == "tool_use" ] if not tool_calls: force = trigger_hooks("Stop", messages) if force: messages.append({"role": "user", "content": force}) continue return results = [] used_todo = False for block in tool_calls: blocked = trigger_hooks("PreToolUse", block) if blocked: results.append({"type": "tool_result", "tool_use_id": block.id, "content": str(blocked)}) continue handler = TOOL_HANDLERS.get(block.name) try: output = handler(**block.input) if handler else f"Unknown: {block.name}" except Exception as e: output = f"Error: {e}" trigger_hooks("PostToolUse", block, output) if block.name == "todo_write": used_todo = True results.append({"type": "tool_result", "tool_use_id": block.id, "content": str(output)}) rounds_since_todo = 0 if used_todo else rounds_since_todo + 1 if rounds_since_todo >= 3: results.append({"type": "text", "text": "Update your todos."}) rounds_since_todo = 0 messages.append({"role": "user", "content": results}) if __name__ == "__main__": print("s05: TodoWrite - plan before execution") print("Enter a question, press Enter to send. Type q to quit.\n") history = [] while True: try: query = input("\033[36ms05 >> \033[0m") except (EOFError, KeyboardInterrupt): break if query.strip().lower() in ("q", "exit", ""): break trigger_hooks("UserPromptSubmit", query) history.append({"role": "user", "content": query}) agent_loop(history) for block in history[-1]["content"]: if getattr(block, "type", None) == "text": print(block.text) print()