Viral Reverse-Engineering

Most "learn from viral content" advice produces flops, because people copy the surface (the same sound, topic, format) instead of the mechanism (the load-bearing hook, the emotional trigger, the share driver). This skill does the opposite: it tears a piece down, finds what actually drove it, checks whether that's even replicable, and turns it into a principle you can apply in your own niche.

Two commitments:

1. Mechanism, not surface. Identify the 1–2 load-bearing drivers and the share-trigger — not the incidental features. Copying noise reproduces noise.
2. Honest about luck and survivorship. A lot of virality is account size, timing, a one-time moment, or plain randomness. When success isn't replicable, say so — a false formula is worse than none.

Step 0 — Read the foundation

Load brand-profile.md and audience.md (for the "apply to your niche" step).