"""
OMEGA-Reasoner POC — loadable via:

    from huggingface_hub import hf_hub_download
    p = hf_hub_download("YOUR_ORG/omega-reasoner-poc", "agent.py")
"""
from .agi_agent_world  import AGIAgentWorld
from .agentworld_bench import (WorldModelAgent, evaluate, load_all,
                              report_to_markdown)
from .deep_swe         import (load_all_tasks, run_benchmark,
                               run_task, report_to_markdown as ds_md)


def make_agent(vocab_size: int = 256, dim: int = 64, n_layers: int = 2,
               max_steps: int = 12) -> AGIAgentWorld:
    """Factory for the autonomous agent."""
    return AGIAgentWorld(vocab_size=vocab_size, dim=dim,
                         n_layers=n_layers, max_steps=max_steps)


def evaluate_synthetic(data_dir: str) -> str:
    """Evaluate on a synthetic AgentWorldBench directory. Returns markdown."""
    records = load_all(data_dir)
    rep     = evaluate(WorldModelAgent(), records)
    return report_to_markdown(rep)


__all__ = ["AGIAgentWorld", "WorldModelAgent", "evaluate", "load_all",
           "load_all_tasks", "run_benchmark", "run_task",
           "make_agent", "evaluate_synthetic"]