{"@context":"https://schema.org","@type":"CreativeWork","name":"Practice Lab: generate exercises that adapt to your mistakes","abstract":"Create deliberate practice with a diagnostic, graduated difficulty, feedback rules, and a mastery-based next step.","text":"Design an adaptive practice session for {{skill}}.\n\nLearner level: {{learner_level}}\nMastery goal: {{mastery_goal}}\nAvailable time: {{time_available}}\nTools or constraints: {{constraints}}\n\nCreate the session in this order:\n1. Diagnostic — 3 short problems sampling the prerequisites and target skill. Do not show solutions yet.\n2. Rubric — define what full, partial, and weak mastery look like, including process quality rather than final answer alone.\n3. Practice path — 3 levels with 3 problems each: foundation, integration, and transfer. Make difficulty increase for a specific reason and label that reason.\n4. Hint ladder — for every problem, provide three hints from light nudge to near-complete scaffold, separated from the problem statement.\n5. Answer key — complete solutions with reasoning, common wrong paths, and a quick self-check.\n6. Adaptation rules — specify what to practice next for each diagnostic pattern and what score demonstrates mastery.\n7. Reflection — 3 questions that help identify strategy, not just mistakes.\n\nUse original problems, vary surface features without changing the tested principle, and avoid trick questions unless the skill specifically requires them.","author":{"@type":"Organization","name":"Picoprompt","handle":"picoprompt","official":true},"genre":"Learning","dateCreated":"2026-09-09T05:52:00.000Z","url":"https://picoprompt.app/p/practice-lab","usage":{"model":"Any capable chat model","variables":["skill","learner_level","mastery_goal","time_available","constraints"]},"examples":[]}