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Audit recurring workflows with your strongest model

Old workflows still run steps the new model can do natively — or shouldn't do at all.

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Qué dolía

@AIGuide_ tip for Claude/ChatGPT/Grok Bot: audit every recurring workflow with your strongest model on high effort. Grade 0–10 on trigger quality, correctness, handoffs, unnecessary steps, tool choice, human bottlenecks, safety, future-proofing; say what to merge/automate/cut because the model can do it natively; propose fixes for every workflow; map current vs proposed — don't execute yet. Author-quoted. Not affiliated with xAI.

Qué instalar o crear

Strongest model → grade/rank every recurring workflow → map proposed simpler version → approve before edits.

Bots

  • Ningún bot nuevo. Sigue los pasos del primer uso.

Plugins

  • Ninguno el primer día. Sigue los pasos del primer uso.

Rutinas

  • Ninguna en el primer uso. Mira primero una pasada manual.

El prompt

Grade and map recurring workflows (author-quoted)

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

La última línea es nuestra valla de aprobación: Never send, post, spend, or buy without my explicit yes.

Grade, rank, and score every recurring workflow in my current AI setup 0-10 on trigger quality, correctness, number of handoffs, unnecessary steps, tool choice, human bottlenecks, safety and future-proofing. Also determine which steps should be merged, automated, or cut entirely because the model can now do them natively. Propose the highest-confidence fixes for every workflow, not just the worst ones. Aim for the simplest version that preserves or improves output quality. Don't execute the edits yet, just map the current workflow and proposed version so the audit is as accurate as possible with the least chance of breaking anything.

Never send, post, spend, or buy without my explicit yes.

Primer uso

  1. 1Read https://x.com/AIGuide_/status/2117381038724841697 (credit @AIGuide_).
  2. 2Open your strongest model / Grok Bot on high effort.
  3. 3Paste the author audit prompt; require map-only, no edits.
  4. 4Review grades and proposed merges/cuts.
  5. 5Approve the highest-confidence fixes one workflow at a time.

Valla de aprobación

Map only — do not edit, pause, or delete any workflow until you approve the report.

Qué ajustar

Steal the grade-and-map-only audit; models changed, your prompts may be solving ghosts.

Fuente

Grant Miller @AIGuide_ · Publicación original

Sin afiliación con xAI. No escribimos este prompt. Siguen aplicando las condiciones de las plantillas de terceros.

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