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Praise the bot once; it writes what worked back into the skill

One great output, then the next run slips back to the old habit.

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What hurt

@stansKoya’s daily tip #7: when you say “this one’s good,” the bot runs a four-step prompt — find the routine/skill, list checkable wins, turn them into reusable rules, write them back and save an example. Idea credited to @Michael_Fenech_. Author-quoted. Not affiliated with xAI.

What to install or create

Paste four-step praise prompt → next time you praise, bot updates the skill → spot-check the diff.

Bots

  • Praise-to-rule writer

    When you praise an output, writes what worked back into the routine or skill.

Plugins

  • None on day one. Follow the first-run steps.

Routines

  • None on the first run. Watch one manual pass first.

The prompt

Praise → write rules back into skill/routine (author-quoted)

Quoted from @stansKoya — as published. Do not invent a second system prompt.

When I praise an output, do these four steps on the spot:
1. Find this output and the routine or skill that produced it.
2. List what it specifically did right in checkable terms (structure, length, tone, sources, format) — no vague “high quality”; if unsure which part I liked, list options for me to check.
3. Turn those into reusable next-time rules; strip one-off details.
4. Write the rules back into that routine or skill, save this output as an example, and tell me which lines changed.
Next time you produce, self-check against step 3.

First run

  1. 1Read https://x.com/stansKoya/status/2114872202185093137 (credit @stansKoya; idea from @Michael_Fenech_).
  2. 2Paste the author-quoted four-step praise prompt into standing instructions or a skill.
  3. 3Next time an output is right, say “this one’s good” (or your phrase).
  4. 4Review the lines it wrote back into the routine/skill and the saved example.
  5. 5On the next run, check that it self-audits against those rules.

Approval fence

Bot edits its own skill/routine text; you still approve anything it sends or posts.

What to tweak

Steal the quoted four steps; praise becomes standing rules.

Source

Stans @stansKoya · Original post

Not affiliated with xAI. We did not write this prompt. Third-party template terms still apply.

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