# Workflow

```
SPARC source tables
    ↓
neutral baryonic radial profiles
    ↓
observed-only sorted ladders
    ↓
STRUC-I and STRUC-PERC-I
    ↓
direct chamber output exports
    ↓
complete galaxy structural fingerprints
    ↓
multiscale structural atlas
    ↓
Gate B reproducibility
    ↓
Gate C representation-response mapping
    ↓
regime-controlled and geometry-matched analysis
    ↓
normalized fingerprint coordinates
    ↓
physical analogues, anomalies, and component-origin studies
    ↓
local and regime-conditioned transfer tests
```

No interpolation is used in the frozen ladders. The same values are supplied to both chambers.

## Current execution rule

Every new analysis begins from the established fingerprint and asks how it transforms, normalizes, aligns physically, or transfers at a more appropriate scale.

Priority variables:

- point count;
- radial coverage;
- gap geometry;
- observational uncertainty;
- baryonic preparation;
- chamber state;
- local ρ transitions.

## Canonical output rule

Direct chamber output exports remain under:

```
outputs/exports/struc_i/
outputs/exports/struc_perc_i/
```

They are chamber outputs, not raw observational data.
