// module.models

one prompt does not fit all

Each model has its own dialect. Learn the quirks, the tag syntax, the weighting rules, and the tips that separate 30%-output from 90%-output.

OpenAI // GPT-5.x / GPT-4o
STRENGTHS
  • ▸Broad reasoning
  • ▸Tool use
  • ▸Code
  • ▸Structured output
QUIRKS
  • ▸May hedge without grounding
  • ▸Prefers explicit format instructions
BEST FOR
  • ▸Structured JSON
  • ▸Coding
  • ▸Multi-step agents
PRO TIPS
  • ▸Give a role + goal + constraints + output format in that order.
  • ▸Ask for 'citations or say I don't know' to reduce hallucinations.
  • ▸Use markdown headings for long-form outputs; it respects them well.
EXAMPLE PROMPT 2/4
Extract the following as strict JSON from the article below: {title, author, publish_date, thesis, 3 key claims, cited sources}. Fields you can't verify: null. Never invent.
<article>{paste}</article>
quick nudge
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