89  Task Chooser

90 Task Chooser

Start from the work, not from the metaphor. Pick the closest task, copy the spell, then verify against the linked evidence path.

Task	Start Here	Verification Path
Refactor safely	spell	evidence
Diagnose an incident	spell	evidence
Design an API	spell	evidence
Migrate live data	spell	evidence
Generate tests	spell	evidence
Tune performance	spell	evidence
Red-team an AI workflow	spell	evidence

For higher-risk work, choose a stack after selecting the first spell. Release, migration, recursive decomposition, and AI red-team work should generally use stack workflows rather than one-shot prompts.