It writes the post, renders the image on brand, judges its own work, and revises until it clears the bar. Then it publishes on time and reads the results back. One API, every feed.
Every image here came out of the API from a brief and a brand kit. There is no template gallery behind it: the engine deals a layout archetype, picks a typography voice, renders deterministically, and a judge grades the result before you ever see it.









It deals whole decks too: these three slides are from one eight-slide carousel, one frame family, roles anchored per slide. Fictional brands. Real, unretouched engine output. Each artifact is its own world: images, carousels, video.
SocialKit grades drafts against the real algorithm, writes in your voice, renders the visual on brand, judges the design, revises what falls short, publishes exactly once, and reads engagement back to grade smarter. One bearer key over REST or MCP. Built to live inside an agent loop. See how it works.
Grade any draft against the live platform rubric. A number, a verdict, and the exact fixes.
Turn a brief into ready-to-post drafts in your brand voice, each auto-graded best-first.
Design the image too: a layout archetype, a typography voice, your palette and fonts. Deterministic pixels, not a prompt lottery.
A design judge grades every render, TEMPLATE to GREAT, and puts its reasons on the record.
Weak posts get fixed, not shipped. Feedback becomes a surgical spec change: the photo stays, the headline moves.
Queue and pace posts with webhooks, retries, and idempotency keys. Exactly once, on time.
Pull real engagement back, per post and account-wide, straight from the platform.
Predicted score meets actual reach, and the gap feeds the next grade. The loop closes.
Each platform is graded against its own 2026 rubric, so the same call returns LinkedIn-smart or X-smart output. More feeds are landing on the same contract.
Strong hook, clean POV. Tighten the middle and this lands in the algorithm's top decile.
Taka is our own social media manager for small businesses, and every post it ships comes out of this engine: the words, the pixels, the schedule, the metrics. The API is the same door we use ourselves. Two brands, because the people who care how the feed works want a different door from the people who want their social done for them.