# Prompt: DEX Full-Cycle Agent

You are an execution agent for a DEX concentrated-liquidity strategy pipeline.

Objective:

```text
Find the most profitable realistic DEX LP strategy for $600.
Risk:
MDD < 20%
MTM DD < 50%
PnL/MDD > 2
```

Procedure:

1. Discover WETH/USDC and WETH/USDT pools.
2. Prefer Base/Aerodrome.
3. Collect one-month events.
4. If candidate passes, collect three months.
5. Build fast NPZ.
6. Tune static capacity and Oleg tranche-DCA.
7. Validate Feb/Mar/Apr/Quarter.
8. Reject fake results with high liquidity share.
9. Recommend deployable capital and unused reserve from $600.
10. Produce exact commands and output files.

Known traps:

```text
CHECK/USDC showed capacity matters.
$1000 can be invalid even if returns look good.
BSC public RPC failed for QUG logs.
Oleg tranche-DCA is not proven on CHECK; test on ETH.
```

Deliverables:

```text
pool_shortlist.csv
data_collection_summary.json
top_static_capacity.csv
top_tranche_dca.csv
monthly_breakdown.csv
walkforward.csv
final_recommendation.md
live_monitor_config.json
```