🎯 SMB Ad Manager — OpenEnv

RL training environment for LLM agents learning end-to-end Meta Ads campaign management. Scaler OpenEnv Hackathon · April 2026.

Endpoints

GET /healthz
Lightweight health check.
POST /reset
Body: {"task_id": "easy" | "medium" | "hard", "seed": optional_int}
Returns: initial Observation.
POST /step
Body: {"action": {"tool": "...", "args": {...}, "reasoning": "..."}}
Returns: Observation + Reward + done.
GET /state
Returns a JSON snapshot of internal state.

Quick test

curl -X POST {host}/reset -H "Content-Type: application/json" -d '{"task_id":"easy"}'

Team: Falguni · Sarthak · Shrishty · GitHub