# dependence-forecastability: fast path for coding agents

Start in this order:
1. README.md
2. docs/quickstart.md
3. docs/public_api.md
4. notebooks/walkthroughs/00_air_passengers_showcase.ipynb

Key invariants:
- Compute AMI and pAMI per horizon (never pre-aggregate before diagnostics).
- In rolling-origin evaluation, compute diagnostics on each training window only.
- Use np.trapezoid (not np.trapz).
- Use phase-randomized FFT surrogates with n_surrogates >= 99.
