Reviewing and applying AI-generated skills

SkillsUpdated September 19, 2026

AI generation only drafts skills — it never writes to your taxonomy directly. Every proposed skill passes through a review step where you decide, one at a time or all at once, whether it is worth keeping.

Before you start

You need a completed AI generation run (see AI-generating a starter skill set) open in front of you.

Draft skills list awaiting review after AI generationGenerated skills land in a draft list, clearly separated from your live taxonomy.

Reviewing the draft

  1. Read each proposed skill name, description, and level breakdown.
  2. Edit anything that does not match your terminology — names, level counts, level descriptions are all editable inline.
  3. Remove any skill you do not want; the rest are unaffected.
  4. Click Apply to create the remaining skills for real.
Skill drawer showing an editable draft skill with its levelsEach draft skill opens in the same drawer used for editing a live skill, so edits before applying feel identical to edits after.

Notes

Applying is not all-or-nothing — skills you removed from the draft are simply discarded, and only what remains gets created. Applied skills behave exactly like manually created ones from that point on; there is no ongoing link back to the AI draft.

What next?

#skills#ai#taxonomy#review