Glass Annealing Hardening

Staged delivery: high temp (everything flexible) → medium (structure locked) → cool (typos only). Use for long documents and multi-pass review. Scope boundary: faceting angles → `gemstone-faceting-refinement`.

CatCorner22 Updated

File contents

Glass annealing output hardening

#21 · Domain: Glassblowing · Category: adaptive · Difficulty: 🟡 Medium

Core principle

Gradual cooling resolves internal stress — fast cool shatters.

AI problem addressed

Hot delivery commits to flawed structure early.

Implementation

| Temp | Locked | Flexible | | High | Nothing | Structure, content | | Medium | Major structure | Wording, examples | | Cool | All content | Typos, format only |

Boundaries

  • Prototype as prompt scaffold (🟢) before full pipeline middleware (🟡/🔴)
  • Category router: ai-transfer-adaptive
  • Catalog: ai-transfer-ecosystem-primer
  • Runtime plugin id: glass_anneal

CatCorner22/Cursor_Skills/tree/main/skills/ai-transfer/glass-annealing-hardening commit cb800fa7de

Frequently asked questions

npx skillmds@latest add catcorner22/glass-annealing-hardening