Terminal
$ taster classify ~/Photos/Camera-Roll --dry-run
Using taste profile: default-photos
AI client initialized: gemini
Scanning folder: ~/Photos/Camera-Roll
Found 226 images, 54 videos
Detecting bursts (temporal + visual)...
Bursts: 42 (117 photos, avg 2.8 per burst)
Singletons: 109
Classifying with Gemini Flash...
100% | 280/280 | 7m 48s
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CLASSIFICATION SUMMARY
────────────────────────────────────────────────────────────────
Share : 99 (35.4%)
Storage : 91 (32.5%)
Review : 52 (18.6%)
Ignore : 38 (13.6%)
Time: 7m 48s (10 parallel workers)
Est. cost: ~$0.30 (Gemini Flash)
Top rated:
1. IMG_0128.jpg (5/5) - Fantastic moment of pure joy and excitement...
2. IMG_0131.jpg (5/5) - Peak moment with exuberant expression and thumbs-up...
3. IMG_0203.jpg (5/5) - Wonderful action shot with a joyful, clear expression...
This was a dry run. No files were moved.

Every file gets a reason

AI explains each decision in plain English -- grounded in the taste profile's criteria
Score Category AI Reasoning
5/5 Share
Exceptional capture of a joyful moment with the baby laughing and both subjects fully engaged with the camera.
4/5 Share
Clear, well-lit photo of the child engaged in play with a pleasant, direct expression.
3/5 Review
Great joyful expressions from the adult and one child, but several other children have obscured or covered faces.
2/5 Storage
While the expression is cute, the photo is blurry and significantly obscured by a finger at the top of the frame.
1/5 Ignore
This is a screenshot of a health tracking app and does not contain any children.

Burst intelligence

Three photos taken one second apart. AI picks the best, explains why the others fall short.
Photo 1 of 3
3/5
Review
A wonderful, natural expression of joy, but there is some motion blur on her left arm compared to the others.
Photo 3 of 3
3/5
Review
Very similar to the top-ranked photo but slightly more subdued in energy; a great backup shot.

280 files. $0.30. Full range.

1-5 scoring rubric produces a genuine bell curve -- no clustering at anchor values
280
Files classified
$0.30
Total cost
42
Bursts detected
~8m
Processing time
Score Distribution
5/5
40
14.3%
4/5
64
22.9%
3/5
41
14.6%
2/5
85
30.4%
1/5
50
17.9%
Category Breakdown
Share
99
35.4%
Storage
91
32.5%
Review
52
18.6%
Ignore
38
13.6%