#!/usr/bin/env python3
"""
s15: Agent 团队 — MessageBus + spawn_teammate_thread + 收件箱注入。
运行: python s15_agent_teams/code.py
需要: pip install anthropic python-dotenv + .env 中配置 ANTHROPIC_API_KEY
相对 s14 的变化:
- MessageBus 类:基于文件的邮箱(.mailboxes/*.jsonl)
- spawn_teammate_thread:在后台线程中创建队友
- 队友运行自己的简化 agent_loop(bash、read、write、send_message)
- Lead 工具:spawn_teammate、send_message、check_inbox(3 个新增)
- Lead 收件箱:队友消息会注入历史(不只是打印)
- 教学版本:队友限制为 10 轮(真实 CC 使用空闲循环)
ASCII 流程:
Lead: cron_queue → messages → prompt → LLM → TOOLS ────→ 循环
↑ ↓ |
└── inbox ← MessageBus ← teammate.send_message ←┘
Teammate: inbox → LLM → bash/read/write/send → 循环(最多 10 轮)
"""
import os, subprocess, json, time, random, threading, queue
from pathlib import Path
from datetime import datetime
from dataclasses import dataclass, asdict
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()
MEMORY_DIR = WORKDIR / ".memory"
MEMORY_INDEX = MEMORY_DIR / "MEMORY.md"
client = Anthropic(base_url=os.getenv("ANTHROPIC_BASE_URL"))
MODEL = os.environ["MODEL_ID"]
# ── 任务系统 (来自 s12,已同步) ──
TASKS_DIR = WORKDIR / ".tasks"
TASKS_DIR.mkdir(exist_ok=True)
@dataclass
class Task:
id: str
subject: str
description: str
status: str # pending | in_progress | completed
owner: str | None
blockedBy: list[str]
def _task_path(task_id: str) -> Path:
return TASKS_DIR / f"{task_id}.json"
def create_task(subject: str, description: str = "",
blockedBy: list[str] | None = None) -> Task:
task = Task(
id=f"task_{int(time.time())}_{random.randint(0, 9999):04d}",
subject=subject, description=description,
status="pending", owner=None,
blockedBy=blockedBy or [],
)
save_task(task)
return task
def save_task(task: Task):
_task_path(task.id).write_text(json.dumps(asdict(task), indent=2))
def load_task(task_id: str) -> Task:
return Task(**json.loads(_task_path(task_id).read_text()))
def list_tasks() -> list[Task]:
return [Task(**json.loads(p.read_text()))
for p in sorted(TASKS_DIR.glob("task_*.json"))]
def get_task(task_id: str) -> str:
"""以 JSON 返回完整任务详情。"""
task = load_task(task_id)
return json.dumps(asdict(task), indent=2)
def can_start(task_id: str) -> bool:
"""Check if all blockedBy dependencies are completed.
Missing dependencies are treated as blocked."""
task = load_task(task_id)
for dep_id in task.blockedBy:
if not _task_path(dep_id).exists():
return False
if load_task(dep_id).status != "completed":
return False
return True
def claim_task(task_id: str, owner: str = "agent") -> str:
task = load_task(task_id)
if task.status != "pending":
return f"任务 {task_id} 当前状态为 {task.status},无法认领"
if not can_start(task_id):
deps = [d for d in task.blockedBy
if not _task_path(d).exists() or load_task(d).status != "completed"]
return f"Blocked by: {deps}"
task.owner = owner
task.status = "in_progress"
save_task(task)
print(f" \033[36m[claim] {task.subject} → in_progress (owner: {owner})\033[0m")
return f"已认领 {task.id} ({task.subject})"
def complete_task(task_id: str) -> str:
task = load_task(task_id)
if task.status != "in_progress":
return f"任务 {task_id} 当前状态为 {task.status},无法完成"
task.status = "completed"
save_task(task)
unblocked = [t.subject for t in list_tasks()
if t.status == "pending" and t.blockedBy and can_start(t.id)]
print(f" \033[32m[complete] {task.subject} ✓\033[0m")
msg = f"已完成 {task.id} ({task.subject})"
if unblocked:
msg += f"\n已解除阻塞:{', '.join(unblocked)}"
print(f" \033[33m[unblocked] {', '.join(unblocked)}\033[0m")
return msg
# ── 提示词组装 (来自 s10,已同步) ──
PROMPT_SECTIONS = {
"identity": "你是一个编码 Agent。直接行动,不要只解释。",
"tools": "可用工具:bash, read_file, write_file, "
"get_task, create_task, list_tasks, claim_task, complete_task, "
"schedule_cron, list_crons, cancel_cron, "
"spawn_teammate, send_message, check_inbox.",
"workspace": f"工作目录:{WORKDIR}",
"memory": "有可用的相关记忆时,会在下方注入。",
}
def assemble_system_prompt(context: dict) -> str:
sections = [PROMPT_SECTIONS["identity"],
PROMPT_SECTIONS["tools"],
PROMPT_SECTIONS["workspace"]]
memories = context.get("memories", "")
if memories:
sections.append(f"Relevant memories:\n{memories}")
return "\n\n".join(sections)
_last_context_key, _last_prompt = None, None
def get_system_prompt(context: dict) -> str:
global _last_context_key, _last_prompt
key = json.dumps(context, sort_keys=True, ensure_ascii=False, default=str)
if key == _last_context_key and _last_prompt:
return _last_prompt
_last_context_key = key
_last_prompt = assemble_system_prompt(context)
return _last_prompt
# ── 工具 ──
def safe_path(p: str) -> Path:
path = (WORKDIR / p).resolve()
if not path.is_relative_to(WORKDIR):
raise ValueError(f"路径逃逸出工作区:{p}")
return path
def run_bash(command: str, run_in_background: bool = False) -> str:
# run_in_background 由 agent_loop 分发处理,不在这里处理
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 "(无输出)"
except subprocess.TimeoutExpired:
return "错误:执行超时(120 秒)"
def run_read(path: str, limit: int | None = None) -> str:
try:
lines = safe_path(path).read_text().splitlines()
if limit and limit < len(lines):
lines = lines[:limit] + [f"... ({len(lines) - limit} 行更多内容)"]
return "\n".join(lines)
except Exception as e:
return f"错误:{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"已写入 {len(content)} 字节到 {path}"
except Exception as e:
return f"错误:{e}"
# 任务工具
def run_create_task(subject: str, description: str = "",
blockedBy: list[str] | None = None) -> str:
task = create_task(subject, description, blockedBy)
deps = f" (blockedBy: {', '.join(blockedBy)})" if blockedBy else ""
print(f" \033[34m[create] {task.subject}{deps}\033[0m")
return f"已创建 {task.id}: {task.subject}{deps}"
def run_list_tasks() -> str:
个任务 = list_tasks()
if not 个任务:
return "暂无任务。请使用 create_task 添加任务。"
lines = []
for t in 个任务:
icon = {"pending": "○", "in_progress": "●",
"completed": "✓"}.get(t.status, "?")
deps = f" (blockedBy: {', '.join(t.blockedBy)})" if t.blockedBy else ""
owner = f" [{t.owner}]" if t.owner else ""
lines.append(f" {icon} {t.id}: {t.subject} "
f"[{t.status}]{owner}{deps}")
return "\n".join(lines)
def run_get_task(task_id: str) -> str:
try:
return get_task(task_id)
except FileNotFoundError:
return f"错误:任务 {task_id} 未找到"
def run_claim_task(task_id: str) -> str:
return claim_task(task_id, owner="agent")
def run_complete_task(task_id: str) -> str:
return complete_task(task_id)
# ── 后台任务 (来自 s13,已同步) ──
_bg_计数器 = 0
background_tasks: dict[str, dict] = {}
background_results: dict[str, str] = {}
background_lock = threading.Lock()
def is_slow_operation(tool_name: str, tool_input: dict) -> bool:
"""兜底启发式:判断命令是否可能超过 30 秒。"""
if tool_name != "bash":
return False
cmd = tool_input.get("command", "").lower()
slow_keywords = ["install", "build", "test", "deploy", "compile",
"docker build", "pip install", "npm install",
"cargo build", "pytest", "make"]
return any(kw in cmd for kw in slow_keywords)
def should_run_background(tool_name: str, tool_input: dict) -> bool:
"""模型的显式请求优先;否则使用启发式兜底。"""
if tool_input.get("run_in_background"):
return True
return is_slow_operation(tool_name, tool_input)
def execute_tool(block) -> str:
"""执行工具调用块并返回输出。"""
handler = {
"bash": run_bash, "read_file": run_read, "write_file": run_write,
"create_task": run_create_task, "list_tasks": run_list_tasks,
"get_task": run_get_task, "claim_task": run_claim_task,
"complete_task": run_complete_task,
"schedule_cron": run_schedule_cron, "list_crons": run_list_crons,
"cancel_cron": run_cancel_cron,
"spawn_teammate": run_spawn_teammate,
"send_message": run_send_message, "check_inbox": run_check_inbox,
}.get(block.name)
if handler:
return handler(**block.input)
return f"未知工具:{block.name}"
def start_background_task(block) -> str:
"""在守护线程中运行工具,并返回后台任务 ID。"""
global _bg_计数器
_bg_计数器 += 1
bg_id = f"bg_{_bg_计数器:04d}"
cmd = block.input.get("command", block.name)
def worker():
result = execute_tool(block)
with background_lock:
background_tasks[bg_id]["status"] = "completed"
background_results[bg_id] = result
with background_lock:
background_tasks[bg_id] = {
"tool_use_id": block.id,
"command": cmd,
"status": "running",
}
threading.Thread(target=worker, daemon=True).start()
print(f" \033[33m[background] dispatched {bg_id}: {cmd[:40]}\033[0m")
return bg_id
def collect_background_results() -> list[str]:
"""将已完成的后台结果收集为 task_notification 消息。"""
with background_lock:
ready_ids = [bid for bid, task in background_tasks.items()
if task["status"] == "completed"]
notifications = []
for bg_id in ready_ids:
with background_lock:
task = background_tasks.pop(bg_id)
output = background_results.pop(bg_id, "")
summary = output[:200] if len(output) > 200 else output
notifications.append(
f"\n"
f" {bg_id}\n"
f" completed\n"
f" {task['command']}\n"
f" {summary}\n"
f"")
print(f" \033[32m[background done] {bg_id}: "
f"{task['command'][:40]} ({len(output)} 个字符)\033[0m")
return notifications
def has_pending_background() -> bool:
"""Non-destructive: True if any background task has completed and is
waiting to be collected. The inbox poller uses this in its 唤醒 condition."""
with background_lock:
return any(t["status"] == "completed" for t in background_tasks.values())
# ── Cron 调度器 (来自 s14,已同步) ──
DURABLE_PATH = WORKDIR / ".scheduled_tasks.json"
@dataclass
class CronJob:
id: str
cron: str # "0 9 * * *"
prompt: str # 触发时要注入的消息
recurring: bool # True = 重复,False = 一次性
durable: bool # True = 持久化到磁盘
scheduled_jobs: dict[str, CronJob] = {}
cron_queue: list[CronJob] = []
cron_lock = threading.Lock()
_last_fired: dict[str, str] = {} # job_id → "YYYY-MM-DD HH:MM"
def _cron_field_matches(field: str, value: int) -> bool:
"""将单个 cron 字段与一个值进行匹配。"""
if field == "*":
return True
if field.startswith("*/"):
step = int(field[2:])
return step > 0 and value % step == 0
if "," in field:
return any(_cron_field_matches(f.strip(), value)
for f in field.split(","))
if "-" in field:
lo, hi = field.split("-", 1)
return int(lo) <= value <= int(hi)
return value == int(field)
def cron_matches(cron_expr: str, dt: datetime) -> bool:
"""Check if a 5-field cron expression matches the given datetime.
Standard cron semantics: DOM and DOW use OR when both are constrained."""
fields = cron_expr.strip().split()
if len(fields) != 5:
return False
minute, hour, dom, month, dow = fields
dow_val = (dt.weekday() + 1) % 7 # Python Monday=0 → cron Sunday=0
m = _cron_field_matches(minute, dt.minute)
h = _cron_field_matches(hour, dt.hour)
dom_ok = _cron_field_matches(dom, dt.day)
month_ok = _cron_field_matches(month, dt.month)
dow_ok = _cron_field_matches(dow, dow_val)
# 分钟、小时、月份必须全部匹配
if not (m and h and month_ok):
return False
# DOM 和 DOW:如果两者都有限制,任一匹配即可(OR)
dom_unconstrained = dom == "*"
dow_unconstrained = dow == "*"
if dom_unconstrained and dow_unconstrained:
return True
if dom_unconstrained:
return dow_ok
if dow_unconstrained:
return dom_ok
return dom_ok or dow_ok
def _validate_cron_field(field: str, lo: int, hi: int) -> str | None:
"""校验单个 cron 字段值是否位于 [lo, hi] 范围内。"""
if field == "*":
return None
if field.startswith("*/"):
step_str = field[2:]
if not step_str.isdigit():
return f"无效步长:{field}"
step = int(step_str)
if step <= 0:
return f"步长必须 > 0:{field}"
return None
if "," in field:
for part in field.split(","):
err = _validate_cron_field(part.strip(), lo, hi)
if err: return err
return None
if "-" in field:
parts = field.split("-", 1)
if not parts[0].isdigit() or not parts[1].isdigit():
return f"无效范围:{field}"
a, b = int(parts[0]), int(parts[1])
if a < lo or a > hi or b < lo or b > hi:
return f"范围 {field} 超出边界 [{lo}-{hi}]"
if a > b:
return f"范围起点大于终点:{field}"
return None
if not field.isdigit():
return f"无效字段:{field}"
val = int(field)
if val < lo or val > hi:
return f"值 {val} 超出边界 [{lo}-{hi}]"
return None
def validate_cron(cron_expr: str) -> str | None:
"""校验 cron 表达式。返回错误消息或 None。"""
fields = cron_expr.strip().split()
if len(fields) != 5:
return f"期望 5 个字段,实际得到 {len(fields)}"
bounds = [(0, 59), (0, 23), (1, 31), (1, 12), (0, 6)]
names = ["minute", "hour", "day-of-month", "month", "day-of-week"]
for i, (field, (lo, hi), name) in enumerate(zip(fields, bounds, names)):
err = _validate_cron_field(field, lo, hi)
if err:
return f"{name}: {err}"
return None
def save_durable_jobs():
"""将持久任务保存到 .scheduled_tasks.json。"""
durable = [asdict(j) for j in scheduled_jobs.values() if j.durable]
DURABLE_PATH.write_text(json.dumps(durable, indent=2))
def load_durable_jobs():
"""启动时从磁盘加载持久任务。"""
if not DURABLE_PATH.exists():
return
try:
jobs = json.loads(DURABLE_PATH.read_text())
for j in jobs:
job = CronJob(**j)
err = validate_cron(job.cron)
if err:
print(f" \033[31m[cron] skipping invalid job {job.id}: {err}\033[0m")
continue
scheduled_jobs[job.id] = job
valid = [j for j in jobs if j["id"] in scheduled_jobs]
if valid:
print(f" \033[35m[cron] loaded {len(valid)} durable job(s)\033[0m")
except Exception:
pass
def schedule_job(cron: str, prompt: str, recurring: bool = True,
durable: bool = True) -> Cron任务 | str:
"""注册一个新的 cron 任务。返回 CronJob 或错误字符串。"""
err = validate_cron(cron)
if err:
return err
job = CronJob(
id=f"cron_{random.randint(0, 999999):06d}",
cron=cron, prompt=prompt,
recurring=recurring, durable=durable,
)
with cron_lock:
scheduled_jobs[job.id] = job
if durable:
save_durable_jobs()
print(f" \033[35m[cron register] {job.id} '{cron}' → {prompt[:40]}\033[0m")
return job
def cancel_job(job_id: str) -> str:
"""取消一个 cron 任务。"""
with cron_lock:
job = scheduled_jobs.pop(job_id, None)
if not job:
return f"任务 {job_id} 未找到"
if job.durable:
save_durable_jobs()
print(f" \033[31m[cron cancel] {job_id}\033[0m")
return f"已取消 {job_id}"
def cron_scheduler_loop():
"""Independent daemon thread: poll every 1s, fire matching jobs.
Individual job errors are caught to prevent one bad job from
killing the entire scheduler thread."""
while True:
time.sleep(1)
now = datetime.now()
# 带日期感知的标记,防止每日任务从第 2 天起被跳过
minute_marker = now.strftime("%Y-%m-%d %H:%M")
with cron_lock:
for job in list(scheduled_jobs.values()):
try:
if cron_matches(job.cron, now):
if _last_fired.get(job.id) != minute_marker:
cron_queue.append(job)
_last_fired[job.id] = minute_marker
print(f" \033[35m[cron fire] {job.id} → "
f"{job.prompt[:40]}\033[0m")
if not job.recurring:
scheduled_jobs.pop(job.id, None)
if job.durable:
save_durable_jobs()
except Exception as e:
print(f" \033[31m[cron error] {job.id}: {e}\033[0m")
def consume_cron_queue() -> list[CronJob]:
"""消费 cron_queue 中已触发的任务(由 agent_loop 调用)。"""
with cron_lock:
fired = list(cron_queue)
cron_queue.clear()
return fired
# 启动时加载持久任务,然后启动调度线程
load_durable_jobs()
threading.Thread(target=cron_scheduler_loop, daemon=True).start()
print(" \033[35m[cron] scheduler thread started\033[0m")
# Cron 工具处理器
def run_schedule_cron(cron: str, prompt: str,
recurring: bool = True, durable: bool = True) -> str:
result = schedule_job(cron, prompt, recurring, durable)
if isinstance(result, str):
return f"错误:{result}"
return f"已调度 {result.id}: '{cron}' → {prompt}"
def run_list_crons() -> str:
with cron_lock:
jobs = list(scheduled_jobs.values())
if not jobs:
return "暂无 cron 任务。请使用 schedule_cron 添加一个。"
lines = []
for j in jobs:
tag = "recurring" if j.recurring else "one-shot"
dur = "durable" if j.durable else "session"
lines.append(f" {j.id}: '{j.cron}' → {j.prompt[:40]} "
f"[{tag}, {dur}]")
return "\n".join(lines)
def run_cancel_cron(job_id: str) -> str:
return cancel_job(job_id)
# ── MessageBus (s15 新增) ──
# 教学版本使用简单的文件追加 + 删除。
# 真实 CC 使用 proper-lockfile 保证并发写入安全。
MAILBOX_DIR = WORKDIR / ".mailboxes"
MAILBOX_DIR.mkdir(exist_ok=True)
class MessageBus:
"""File-based message bus. Each agent has a .jsonl inbox.
Read is destructive: read_text + unlink (consumes messages).
Teaching version: no file locking; real CC uses proper-lockfile."""
def send(self, from_agent: str, to_agent: str, content: str,
msg_type: str = "message"):
msg = {"from": from_agent, "to": to_agent,
"content": content, "type": msg_type,
"ts": time.time()}
inbox = MAILBOX_DIR / f"{to_agent}.jsonl"
with open(inbox, "a") as f:
f.write(json.dumps(msg) + "\n")
print(f" \033[33m[bus] {from_agent} → {to_agent}: "
f"{content[:50]}\033[0m")
def read_inbox(self, agent: str) -> list[dict]:
inbox = MAILBOX_DIR / f"{agent}.jsonl"
if not inbox.exists():
return []
msgs = [json.loads(line) for line in inbox.read_text().splitlines()
if line.strip()]
inbox.unlink() # 消费:读取 + 删除
return msgs
def peek(self, agent: str) -> bool:
"""Non-destructive: True if the agent has unread inbox messages.
The Lead's inbox poller uses this to decide whether to 唤醒 a turn
without consuming the mailbox."""
inbox = MAILBOX_DIR / f"{agent}.jsonl"
return inbox.exists() and inbox.stat().st_size > 0
BUS = MessageBus()
# 跟踪已启动的队友
active_teammates: dict[str, bool] = {}
# ── 队友线程 (s15 新增) ──
def spawn_teammate_thread(name: str, role: str, prompt: str) -> str:
"""Spawn a teammate agent in a background thread.
Teaching version: max 10 rounds per teammate.
Real CC: teammates use idle loop (wait for inbox, work, repeat)
until shutdown_request."""
if name in active_teammates:
return f"队友 '{name}' 已存在"
system = (f"你是 '{name}',角色是 {role}。"
f"使用工具完成任务。"
f"通过 send_message 将结果发送给 'lead'。")
def run():
messages = [{"role": "user", "content": prompt}]
sub_tools = [
{"name": "bash", "description": "运行一条 shell 命令。",
"input_schema": {"type": "object",
"properties": {"command": {"type": "string"}},
"required": ["command"]}},
{"name": "read_file", "description": "读取文件内容。",
"input_schema": {"type": "object",
"properties": {"path": {"type": "string"}},
"required": ["path"]}},
{"name": "write_file", "description": "向文件写入内容。",
"input_schema": {"type": "object",
"properties": {"path": {"type": "string"},
"content": {"type": "string"}},
"required": ["path", "content"]}},
{"name": "send_message",
"description": "向另一个 Agent 发送消息。",
"input_schema": {"type": "object",
"properties": {"to": {"type": "string"},
"content": {"type": "string"}},
"required": ["to", "content"]}},
]
sub_handlers = {
"bash": run_bash, "read_file": run_read, "write_file": run_write,
"send_message": lambda to, content: (BUS.send(name, to, content),
"Sent")[1],
}
for _ in range(10):
inbox = BUS.read_inbox(name)
if inbox:
messages.append({"role": "user",
"content": f"{json.dumps(inbox)}"})
try:
response = client.messages.create(
model=MODEL, system=system, messages=messages[-20:],
tools=sub_tools, max_tokens=8000)
except Exception:
break
messages.append({"role": "assistant", "content": response.content})
if response.stop_reason != "tool_use":
break
results = []
for block in response.content:
if block.type == "tool_use":
handler = sub_handlers.get(block.name)
output = handler(**block.input) if handler else "未知"
results.append({"type": "tool_result",
"tool_use_id": block.id,
"content": str(output)})
messages.append({"role": "user", "content": results})
# 向 Lead 发送最终摘要
summary = "已完成。"
for msg in reversed(messages):
if msg["role"] == "assistant" and isinstance(msg["content"], list):
for b in msg["content"]:
if getattr(b, "type", None) == "text":
summary = b.text
break
else:
continue
break
BUS.send(name, "lead", summary, "result")
active_teammates.pop(name, None)
print(f" \033[32m[teammate] {name} finished\033[0m")
active_teammates[name] = True
threading.Thread(target=run, daemon=True).start()
print(f" \033[36m[teammate] {name} spawned as {role}\033[0m")
return f"队友 '{name}' 已启动为 {role}"
# ── 团队工具处理器 (s15 新增) ──
def run_spawn_teammate(name: str, role: str, prompt: str) -> str:
return spawn_teammate_thread(name, role, prompt)
def run_send_message(to: str, content: str) -> str:
BUS.send("lead", to, content)
return f"已发送给 {to}"
def run_check_inbox() -> str:
msgs = BUS.read_inbox("lead")
if not msgs:
return "(收件箱为空)"
lines = []
for m in msgs:
lines.append(f" [{m['from']}] {m['content'][:200]}")
return "\n".join(lines)
# ── 工具定义 ──
TOOLS = [
{"name": "bash", "description": "运行一条 shell 命令。",
"input_schema": {"type": "object",
"properties": {
"command": {"type": "string"},
"run_in_background": {"type": "boolean"}},
"required": ["command"]}},
{"name": "read_file", "description": "读取文件内容。",
"input_schema": {"type": "object",
"properties": {"path": {"type": "string"},
"limit": {"type": "integer"}},
"required": ["path"]}},
{"name": "write_file", "description": "向文件写入内容。",
"input_schema": {"type": "object",
"properties": {"path": {"type": "string"},
"content": {"type": "string"}},
"required": ["path", "content"]}},
{"name": "create_task",
"description": "创建一个新任务,可选 blockedBy 依赖。",
"input_schema": {"type": "object",
"properties": {
"subject": {"type": "string"},
"description": {"type": "string"},
"blockedBy": {"type": "array",
"items": {"type": "string"}}},
"required": ["subject"]}},
{"name": "list_tasks",
"description": "列出所有任务及其状态、负责人和依赖。",
"input_schema": {"type": "object", "properties": {},
"required": []}},
{"name": "get_task",
"description": "按 ID 获取指定任务的完整详情。",
"input_schema": {"type": "object",
"properties": {"task_id": {"type": "string"}},
"required": ["task_id"]}},
{"name": "claim_task",
"description": "认领一个待处理任务。设置 owner,并将状态改为 in_progress。",
"input_schema": {"type": "object",
"properties": {"task_id": {"type": "string"}},
"required": ["task_id"]}},
{"name": "complete_task",
"description": "完成一个进行中的任务。报告被解除阻塞的下游任务。",
"input_schema": {"type": "object",
"properties": {"task_id": {"type": "string"}},
"required": ["task_id"]}},
{"name": "schedule_cron",
"description": "调度一个 cron 任务。cron 为 5 字段:分 时 月内日 月 周内日。",
"input_schema": {"type": "object",
"properties": {
"cron": {"type": "string",
"description": "5 字段 cron 表达式"},
"prompt": {"type": "string",
"description": "触发时要注入的消息"},
"recurring": {"type": "boolean",
"description": "True=重复,False=一次性"},
"durable": {"type": "boolean",
"description": "True=持久化到磁盘"}},
"required": ["cron", "prompt"]}},
{"name": "list_crons",
"description": "列出所有已注册的 cron 任务。",
"input_schema": {"type": "object", "properties": {},
"required": []}},
{"name": "cancel_cron",
"description": "按 ID 取消 cron 任务。",
"input_schema": {"type": "object",
"properties": {"job_id": {"type": "string"}},
"required": ["job_id"]}},
{"name": "spawn_teammate",
"description": "在后台线程中启动一个队友 Agent。",
"input_schema": {"type": "object",
"properties": {
"name": {"type": "string"},
"role": {"type": "string"},
"prompt": {"type": "string"}},
"required": ["name", "role", "prompt"]}},
{"name": "send_message",
"description": "通过 MessageBus 向队友发送消息。",
"input_schema": {"type": "object",
"properties": {"to": {"type": "string"},
"content": {"type": "string"}},
"required": ["to", "content"]}},
{"name": "check_inbox",
"description": "检查 Lead 收件箱中的队友消息。",
"input_schema": {"type": "object", "properties": {},
"required": []}},
]
# ── 上下文 ──
def update_context(context: dict, messages: list) -> dict:
"""Derive context from real state."""
memories = ""
if MEMORY_INDEX.exists():
content = MEMORY_INDEX.read_text().strip()
if content:
memories = content
return {
"enabled_tools": [t["name"] for t in TOOLS],
"workspace": str(WORKDIR),
"memories": memories,
}
# ── Agent 循环 ──
# 教学代码保留基础 Agent 循环。省略 S11 的完整错误恢复。
# 调用 agent_loop 时消费 Cron 队列;真实 CC 会通过
# 队列处理器 (useQueueProcessor.ts) 在条目到达时。
def agent_loop(messages: list, context: dict):
system = get_system_prompt(context)
while True:
# 消费已触发的 cron 任务 → 作为消息注入
fired = consume_cron_queue()
for job in fired:
messages.append({"role": "user",
"content": f"[Scheduled] {job.prompt}"})
print(f" \033[35m[inject cron] {job.prompt[:50]}\033[0m")
try:
response = client.messages.create(
model=MODEL, system=system, messages=messages,
tools=TOOLS, max_tokens=8000)
except Exception as e:
messages.append({"role": "assistant", "content": [
{"type": "text",
"text": f"[错误] {type(e).__name__}: {e}"}]})
return
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":
continue
print(f"\033[36m> {block.name}\033[0m")
if should_run_background(block.name, block.input):
bg_id = start_background_task(block)
results.append({"type": "tool_result",
"tool_use_id": block.id,
"content": f"[Background task {bg_id} started] "
f"完成后结果将可用。"})
else:
output = execute_tool(block)
print(str(output)[:300])
results.append({"type": "tool_result",
"tool_use_id": block.id,
"content": output})
# 将后台工具结果 + 通知合并成一条用户消息
user_content = list(results)
bg_notifications = collect_background_results()
if bg_notifications:
for notif in bg_notifications:
user_content.append({"type": "text", "text": notif})
messages.append({"role": "user", "content": user_content})
context = update_context(context, messages)
system = get_system_prompt(context)
if __name__ == "__main__":
print("s15: Agent 团队")
print("输入问题后按回车发送。输入 q 退出。\n")
history = []
context = update_context({}, [])
# input() 和 1 秒轮询器(队友收件箱或后台结果)共同写入一个
# 事件队列(问题 #291、#46)。
events = queue.Queue()
def input_reader():
while True:
try:
line = input("\033[36ms15 >> \033[0m")
except (EOFError, KeyboardInterrupt):
events.put(("quit", None))
return
events.put(("user", line))
def inbox_poller():
# 每约 1 秒轮询一次;当异步结果就绪时唤醒 Lead:队友
# 收件箱消息或已完成的后台任务。不要依赖
# active_teammates:队友发送结果后会移除自身,
# 因此最终消息可能比注册表条目存在得更久。
while True:
time.sleep(1)
if BUS.peek("lead") or has_pending_background():
events.put(("唤醒", None))
threading.Thread(target=input_reader, daemon=True).start()
threading.Thread(target=inbox_poller, daemon=True).start()
had_teammates = False
while True:
kind, payload = events.get()
if kind == "quit":
break
if kind == "user":
if payload.strip().lower() in ("q", "exit", ""):
break
history.append({"role": "user", "content": payload})
else: # "唤醒": 队友收件箱或后台结果已就绪
parts = []
inbox = BUS.read_inbox("lead")
if inbox:
parts.append("[Inbox]\n" + "\n".join(
f"来自 {m['from']}: {m['content'][:200]}" for m in inbox))
bg = collect_background_results()
parts.extend(bg)
if not parts:
continue # 已被更早的唤醒消费(幂等)
history.append({"role": "user", "content": "\n".join(parts)})
print(f"\n\033[33m[唤醒: {len(inbox)} 收件箱 + {len(bg)} background "
f"-> new turn]\033[0m")
# 为唤醒来源执行一轮。
agent_loop(history, context)
context = update_context(context, history)
for block in history[-1]["content"]:
if getattr(block, "type", None) == "text":
print(block.text)
elif isinstance(block, dict) and block.get("type") == "text":
print(block.get("text", ""))
# 当所有队友完成且输出已消费后,只公告一次。
if active_teammates:
had_teammates = True
elif had_teammates and not BUS.peek("lead") and not has_pending_background():
print("\033[32m[所有队友已完成]\033[0m")
had_teammates = False
print()