Blind Taste Test announcement
The scoring engine for my deterministic headline scorer is live and stable, but the weighting is calibrated from platform documentation, not real engagement data. So I'm running a public calibration challenge.
Submit 10 of your historical posts (5 winners, 5 flops) without labeling them. I'll score them blind and tell you which is which. If ContentForge correctly ranks your top 5, you get 500 free API credits.
Details and submission template: https://github.com/CaptainFredric/ContentForge/discussions/4
If the engine gets it wrong, that tells me exactly which heuristic signals are miscalibrated, which is more valuable than getting it right. Public calibration > private testing.
Anyways, this will also seriously help me ad help you with this!
Posted Apr 5, 2026, 2:48 AM UTC