Skill

TinyTroupe Feed Research Lab

Run bounded synthetic audience research for draft posts and X-style feed experiments inspired by TinyTroupe and public xai-org/x-algorithm architecture. Use...

Verified: 2026-05-15 (clawhub-ingest-2026-05-15)

When to use TinyTroupe Feed Research Lab

Choose if

You're evaluating 2-10 draft posts or feed-experiment hypotheses and want a deterministic, offline synthetic-audience pretest with persona reactions, rewrite suggestions, and share-card outputs. Use this when the goal is qualitative pretesting before publishing, not live algorithm prediction.

Avoid if

You need real-user behavior, shadowban detection, reach prediction, or live X algorithm cloning — the README explicitly disclaims all of these. Also avoid if you only have a single draft (the skill is built for 2-10 comparative drafts) or need cross-channel SEO scoring.

Risk Flags

  • LOW scope README explicitly disclaims live algorithm prediction, reach forecasting, shadowban detection, and real-user behavior modeling. Outputs are qualitative pretest only; always caveat with "synthetic audience reaction" framing.

Cost

Type: Free

Distribution

ClawHub
tinytroupe-feed-research-lab
License
MIT-0