GenAI Basic — 015: design rollback levers on `Prompt literacy checkpoints` — memo `634390 [15]`

Lesson 015: Prompt literacy checkpoints

Focus

Bias toward observable metrics, not model marketing. Token Prompt literacy checkpoints:15 keeps neighbouring lessons differentiable.

Key ideas

• Thread: Prompt literacy checkpoints · drill v5 · spin 600287.
• Habit: pair every model utterance with a trace_id you could paste into Grafana.
• Guardrail: write one RACI bullet referencing this lesson tomorrow.

Deep dive notebook

Synthetic drill artefacts

Tool-contract rehearsal

{
  "name": "forecastBacklog",
  "arguments": {
    "hours": 48,
    "team": "team-1"
  }
}

Preconditions documented in directory snapshot 202511
FAILURE: escalate if horizons > 720h without VP approval memo.

Practice

Practice Pair with multilingual SME review—even if hypothetical. — 15 Bump literals mindset by 35.