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The GPT-6 Astra application toolkit

Go from one useful draft to a process you can repeat.

Inside the complete kit

  1. Expected result + requirements (everyday labels)
  2. First exercise + templates A/B/C + variants
  3. CSV: real model_label (WORK); usage per-run only (balance ≠ burn)
  4. Optional comparison: full Alpha/Beta error-tag drill
  5. Decision criteria without fake rankings

Includes a worked example and a final review checklist.

Pro toolkit

Start with the free guide.

Members with Pro access can open the full kit and downloads. New paid subscriptions are not open yet. The free guide is ready to use.