Template

• Task: what, constraints, success
• Data: N cases, source, typical pitfalls
• Model/Settings: name, temperature, tools
• Baseline: naive rule or smaller model
• Metric: one or two, defined up front
• Top failures: 2–3 categories
• Reproduce: minimal steps

Good cards make progress legible. If the method improves, the card does too.