"""Configuration and loaders for custom agents.""" import logging import re from typing import Any import yaml from pydantic import BaseModel from deerflow.config.paths import get_paths logger = logging.getLogger(__name__) SOUL_FILENAME = "SOUL.md" AGENT_NAME_PATTERN = re.compile(r"^[A-Za-z0-9-]+$") class AgentConfig(BaseModel): """Configuration for a custom agent.""" name: str description: str = "" model: str | None = None tool_groups: list[str] | None = None # skills controls which skills are loaded into the agent's prompt: # - None (or omitted): load all enabled skills (default fallback behavior) # - [] (explicit empty list): disable all skills # - ["skill1", "skill2"]: load only the specified skills skills: list[str] | None = None def load_agent_config(name: str | None) -> AgentConfig | None: """Load the custom or default agent's config from its directory. Args: name: The agent name. Returns: AgentConfig instance. Raises: FileNotFoundError: If the agent directory or config.yaml does not exist. ValueError: If config.yaml cannot be parsed. """ if name is None: return None if not AGENT_NAME_PATTERN.match(name): raise ValueError(f"Invalid agent name '{name}'. Must match pattern: {AGENT_NAME_PATTERN.pattern}") agent_dir = get_paths().agent_dir(name) config_file = agent_dir / "config.yaml" if not agent_dir.exists(): raise FileNotFoundError(f"Agent directory not found: {agent_dir}") if not config_file.exists(): raise FileNotFoundError(f"Agent config not found: {config_file}") try: with open(config_file, encoding="utf-8") as f: data: dict[str, Any] = yaml.safe_load(f) or {} except yaml.YAMLError as e: raise ValueError(f"Failed to parse agent config {config_file}: {e}") from e # Ensure name is set from directory name if not in file if "name" not in data: data["name"] = name # Strip unknown fields before passing to Pydantic (e.g. legacy prompt_file) known_fields = set(AgentConfig.model_fields.keys()) data = {k: v for k, v in data.items() if k in known_fields} return AgentConfig(**data) def load_agent_soul(agent_name: str | None) -> str | None: """Read the SOUL.md file for a custom agent, if it exists. SOUL.md defines the agent's personality, values, and behavioral guardrails. It is injected into the lead agent's system prompt as additional context. Args: agent_name: The name of the agent or None for the default agent. Returns: The SOUL.md content as a string, or None if the file does not exist. """ agent_dir = get_paths().agent_dir(agent_name) if agent_name else get_paths().base_dir soul_path = agent_dir / SOUL_FILENAME if not soul_path.exists(): return None content = soul_path.read_text(encoding="utf-8").strip() return content or None def list_custom_agents() -> list[AgentConfig]: """Scan the agents directory and return all valid custom agents. Returns: List of AgentConfig for each valid agent directory found. """ agents_dir = get_paths().agents_dir if not agents_dir.exists(): return [] agents: list[AgentConfig] = [] for entry in sorted(agents_dir.iterdir()): if not entry.is_dir(): continue config_file = entry / "config.yaml" if not config_file.exists(): logger.debug(f"Skipping {entry.name}: no config.yaml") continue try: agent_cfg = load_agent_config(entry.name) agents.append(agent_cfg) except Exception as e: logger.warning(f"Skipping agent '{entry.name}': {e}") return agents