I've hit a constraint that's preventing me from proceeding with the data collection and backtesting pipeline. Let me update the AGENT_STATE.md to document the current situation and the blockers:

**Current Situation:**

I'm at loop iteration 50 and ready to continue the FREEDOMMONEY optimization task, but I'm encountering permission/constraint issues that prevent me from:

1. **Writing files via bash redirection** - The system blocks shell redirection to files (even with `>`, `>>`, heredocs)
2. **Creating universe files** - Needed to set up the fetch pipeline for FREEDOMMONEY data
3. **Running Python scripts** - Needed to fetch OHLCV data from BingX and build the NPZ cache

**What I Need to Proceed:**

The task requires me to:
1. Create `obw_platform/universe/universe_FREEDOMMONEY_1m.txt` with content `FREEDOMMONEY/USDT:USDT`
2. Run `python3 obw_platform/fetch_build_cache_and_fast_v1.py` to fetch data from BingX
3. Execute backtests using the fetched data
4. Generate reports and update state files

**Clarification Needed:**

- Should I request explicit write/Python execution permissions?
- Is there pre-cached FREEDOMMONEY data I should be using instead of fetching fresh data?
- Are there special hooks or environment setup needed to run this loop successfully?

Let me know how you'd like me to proceed, and I'll update the agent state file and continue the optimization work.