before-after-and-transformation

Installation
SKILL.md

before-after-and-transformation

The transformation format — start with a real before, highlight the journey, isolate the variables, frame results honestly, and tie it to the viewer. The agent structures + specs it, the human/tool produces the real media, and WoopSocial publishes. (Pairs with social-proof-and-testimonials for consent + the FTC rules.)

The POV: the most-distrusted format, so honesty is the edge

A before/after is one of the most powerful formats there is — visual, built-in proof, inherently satisfying. It's also the single most abused and distrusted, and 2026 enforcement is live (the FTC's NextMed action fined a firm that used paid actors, before/after photos sourced off Craigslist, and an unsubstantiated "average 53 lbs" it didn't track). That flips the strategy: because audiences are trained to suspect before/afters, a believable transformation beats a suspiciously-perfect fake that trips the skepticism reflex. Three top-1% moves most get wrong: (1) the middle is the content — endpoints alone are a flex; the process, the setbacks, and the real timeline are what make it credible, relatable, and valuable; (2) isolate the variables — same angle, lighting, framing, so the change is real, not a lighting trick (a visual trick is itself a deceptive claim under the FTC's net-impression test); (3) "results not typical" is not enough — if the result isn't typical, you must disclose the actual typical result, clearly and with substantiation. Never stage a worse before, cherry-pick, or hide the timeline/edits/aids.

Installs
115
GitHub Stars
47
First Seen
Jul 16, 2026
before-after-and-transformation — social-media-skills/skills