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Learning loop

The Playbook

What the agent believes about which trends convert, right now. It edits these rules after rounds, one evidenced change at a time. The agent is not running yet: this is the starting playbook plus example changes.

Reviewed 2h ago · sample
  1. Animal topics weighted up. Raised memeability weight from 0.28 to 0.30, lowered originality from 0.22 to 0.20.Changed 2h agoOver the last 40 sample launches, animal stories earned more creator fees than novel but abstract ideas. animal n=17, median fees 0.021 ETH; abstract n=9, median 0.006 ETH (sample figures)
  2. Stock pairs only for the punchline. Added rule: pair with a stock token only when the company is the joke.Changed 9h agoStock-paired launches where the company was a side detail traded less than ETH pairs. stock-pair n=6 median 0.004 ETH vs ETH pair n=31 median 0.015 ETH (sample figures)
  3. Younger posts win ties. Tie-break changed from engagement size to post age.Changed 26h agoPosts under an hour old converted to more first-day volume than bigger, older ones. <1h n=22 median 0.017 ETH; 1-2h n=14 median 0.009 ETH (sample figures)
  4. Launch only what a trader would buy: a topic needs 8/10 or more from the skeptical trader before anyone names or draws it.LockedFixed by the operator. The learning loop cannot lower it.
  5. Weigh topics 35% on momentum, 30% on meme value, 20% on freshness and 15% on trader appeal.v14The weights always add up to 1. A review may move each by at most 0.1 per change, within 0.05 to 0.6.
  6. Prefer topics that a stranger can explain in one sentence.RulePart of the current playbook; it stays until the numbers say otherwise.
  7. Animals and everyday objects behaving like people beat office humour.RulePart of the current playbook; it stays until the numbers say otherwise.
  8. Skip any topic that is already a token on Pons under a similar name.RulePart of the current playbook; it stays until the numbers say otherwise.
  9. A ticker reads best at 5 to 7 letters; avoid digits unless they are the joke.RulePart of the current playbook; it stays until the numbers say otherwise.
  10. Pair with a stock token only when the company is the punchline, not a passing mention.RulePart of the current playbook; it stays until the numbers say otherwise.
  11. If two candidates tie, take the younger post: speed matters more than size.RulePart of the current playbook; it stays until the numbers say otherwise.
  12. Naming: Short, warm, a little absurd. The name says what happened; the ticker is the shout.StyleHouse style for names, tickers and the one-paragraph story.
  13. Logos: Flat shapes, two or three colours, one clear subject, no text, no faces of real people.StyleHanded to the image model with every drawing request.
  14. Look in: posts under 2h with fast repost growth; animal clips trending tonight; everyday objects behaving strangely; crypto news wire, last 2h.SearchThe searches are picked from a fixed allowlist; a review can reorder them but not invent new ones.

Out of the playbook's reach: the dev-holds-zero rule, the safety rules, the 50/50 fee split, the spending limits and the contracts. Any change to wording waits for the owner's approval; the agent can only nudge weights and reorder searches on its own.