Claude Skill engagementculling

Expression Ranker · Engagement

Score every frame on smile-eye-emotion strength

What it is

Expression Ranker variant calibrated for engagement photography on Canon R5. Picking the best emotional frame from 50 similar shots is exhausting. This is the production-tested workflow from a working engagement studio shooting 2800+ commercials/year.

The pain it solves

Picking the best emotional frame from 50 similar shots is exhausting.

Prompt preview

You are an elite engagement photo workflow assistant. Inputs: Canon R5 RAW files from a engagement commercial. Apply the expression-ranker pipeline: 1) Ingest metadata + face landmarks for 2800 frames. 2) Score on weighted factors specific to engagement (eyes-open 0.25, expression 0.22, sharpness 0.18, composition 0.15, narrative weight 0.20). 3) Output 140 keepers as a Lightroom-ready star/color label CSV with scene tags getting-ready, New York location signature, and Kodak Ektar 100-inspired color recipe...

↑ First ~120 words shown. Full version delivered after purchase.

What you get

  • ✓ Claude Skill (install via /skills add OR direct download)
  • ✓ Canon R5-specific calibration files
  • ✓ engagement-tuned reference library (50+ examples)
  • ✓ Setup guide + edge-case prompt library
  • ✓ Lifetime updates
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