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6 changes: 4 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -47,6 +47,8 @@ venv\Scripts\activate
```bash
pip install -r requirements.txt
```
This installs both third-party libraries and the local `mcp101` package, so the
CLI and utilities can be imported from anywhere in the project.
<div style="background-color:#fff7e6;border-left:4px solid #ff8c00;padding:10px;margin:10px 0;">
<strong>Time Saver:</strong> A single command installs everything needed so independent agents can start experimenting right away.
</div>
Expand Down Expand Up @@ -112,10 +114,10 @@ Use the command-line interface to run common tasks directly from the terminal.

```bash
# Calculate profit from revenue and cost
python src/cli.py profit 1000 600
mcp101-cli profit 1000 600

# Total commission from the sample dataset
python src/cli.py commission data/insurance_sales.csv
mcp101-cli commission data/insurance_sales.csv
```

---
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