{ "schema_version": 1, "dataset_version": "1.1.0", "source_suite_version": "1.1.0", "name": "Brali Query Playground Parity Report", "description": "Runs the zero-install browser retrieval core against the maintained 50-case Brali Agent Evaluation Suite. Query may route through the canonical Problem Discovery Graph before Topic/Protocol ranking; existing trust, provenance, safety, no-answer, and expected-result gates remain authoritative.", "page_url": "https://brali-lifeos.github.io/for-ai/query/", "report_url": "https://brali-lifeos.github.io/for-ai/query/parity.json", "summary": { "cases": 50, "passed": 50, "pass_rate_pct": 100, "topic_hit_pct": 100, "expected_protocol_hit_pct": 100, "evidence_decision_recall_pct": 100, "trust_preservation_pct": 100, "provenance_preservation_pct": 100, "safety_pct": 100, "no_answer_pct": 100, "en_pass_pct": 100, "ru_pass_pct": 100, "canonical_problem_routes_used": 23, "failed_case_ids": [] }, "cases": [ { "id": "focus-switching", "category": "focus", "language": "en", "query": "How can I focus on one task without constantly switching?", "mode": "retrieve", "expected": { "topic_ids": [ "attention-focus" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "resume-after-interruption", "topic_ids": [ "attention-focus", "task-initiation", "planning-prioritization" ], "protocol_slugs": [ "25-minute-pomodoro-focus-sprints", "90-30-focus-rest-schedule", "3-3-3-workday-planner", "ready-to-resume-plan", "refocus-present-stop-mind-wandering" ], "decision_ids": [ "microbreak-wellbeing-performance-boundary-2022", "ready-to-resume-interruption-boundary-2018", "mobile-internet-block-attention-boundary-2025" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "pomodoro-exact", "category": "focus", "language": "en", "query": "Give me a 25 minute Pomodoro focus sprint", "mode": "retrieve", "expected": { "topic_ids": [ "attention-focus" ], "acceptable_topic_ids": [], "protocol_slugs": [ "25-minute-pomodoro-focus-sprints" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "attention-focus" ], "protocol_slugs": [ "25-minute-pomodoro-focus-sprints", "batch-non-urgent-notifications", "90-30-focus-rest-schedule", "ready-to-resume-plan", "refocus-present-stop-mind-wandering" ], "decision_ids": [ "microbreak-wellbeing-performance-boundary-2022", "notification-blocking-workday-boundary-2023" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "start-procrastination", "category": "focus", "language": "en", "query": "I keep procrastinating and cannot get started on an important task", "mode": "retrieve", "expected": { "topic_ids": [ "task-initiation" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "start-important-work", "topic_ids": [ "task-initiation", "attention-focus", "planning-prioritization" ], "protocol_slugs": [ "woop-goal-planner", "30-minute-deadline-sprints", "25-minute-pomodoro-focus-sprints", "temptation-bundling", "ready-to-resume-plan" ], "decision_ids": [ "microbreak-wellbeing-performance-boundary-2022", "woop-mcii-goal-attainment-meta-analysis-2021", "temptation-bundling-exercise-boundary-2020" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "prioritize-week", "category": "focus", "language": "en", "query": "How do I prioritize my work for this week?", "mode": "retrieve", "expected": { "topic_ids": [ "planning-prioritization" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "plan-realistic-week", "topic_ids": [ "work-systems", "planning-prioritization", "revision-feedback" ], "protocol_slugs": [ "3-3-3-workday-planner", "circles-of-control-planner", "woop-goal-planner", "deliberate-email-checking-windows", "brag-doc-wins-hub" ], "decision_ids": [ "woop-mcii-academic-procrastination-rct-2026", "email-checking-frequency-stress-boundary-2015" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "goals-control", "category": "focus", "language": "en", "query": "How can I turn a vague goal into actions I can control?", "mode": "retrieve", "expected": { "topic_ids": [ "goals" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "goals", "emotion-regulation", "planning-prioritization" ], "protocol_slugs": [ "woop-goal-planner", "if-then-rules-productivity", "visible-progress-monitoring", "5-whys-goal-clarity", "achieve-multiple-goals-at-once" ], "decision_ids": [ "woop-mcii-academic-procrastination-rct-2026", "woop-mcii-goal-attainment-meta-analysis-2021", "progress-monitoring-goal-attainment-meta-2016" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "habit-consistency", "category": "habits", "language": "en", "query": "How can I make a useful habit more consistent?", "mode": "retrieve", "expected": { "topic_ids": [ "habits-consistency" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "habits-consistency", "sleep-circadian", "attention-focus" ], "protocol_slugs": [ "temptation-bundling", "visible-progress-monitoring", "if-then-rules-productivity", "coot-ai-growth-journal", "ideal-sleep-hours-finder" ], "decision_ids": [ "temptation-bundling-exercise-boundary-2020", "progress-monitoring-goal-attainment-meta-2016" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "decision-uncertainty", "category": "decisions", "language": "en", "query": "Show me a circles of control planner for a decision with an uncertain outcome", "mode": "retrieve", "expected": { "topic_ids": [ "decision-making" ], "acceptable_topic_ids": [], "protocol_slugs": [ "circles-of-control-planner" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "decision-under-uncertainty", "topic_ids": [ "decision-making", "emotion-regulation", "negotiation" ], "protocol_slugs": [ "circles-of-control-planner", "ab-test-learning-loop", "start-with-a-hypothesis", "consider-the-opposite", "avoid-gamblers-fallacy-trust-the-odds" ], "decision_ids": [ "debiasing-education-transfer-boundary-2025", "consider-opposite-social-judgment-boundary-1984", "custom-social-media-brake-boundary-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "prevent-errors", "category": "decisions", "language": "en", "query": "I keep making preventable mistakes. What kind of checklist or review can help?", "mode": "retrieve", "expected": { "topic_ids": [ "error-prevention" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "prevent-recurring-errors", "topic_ids": [ "decision-making", "error-prevention", "task-initiation" ], "protocol_slugs": [ "start-with-a-hypothesis", "ab-test-learning-loop", "5w1h-communication-checklist", "ai-decision-alternatives", "circles-of-control-planner" ], "decision_ids": [ "structured-peer-feedback-provision-2025", "empathic-paraphrasing-immediate-emotion-boundary-2012", "exercise-snacks-cardiorespiratory-fitness-boundary-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "stress-overload", "category": "stress", "language": "en", "query": "Show me a short stress walk I can use as a low-risk reset after work", "mode": "retrieve", "expected": { "topic_ids": [ "stress-regulation" ], "acceptable_topic_ids": [], "protocol_slugs": [ "10-minute-stress-walk" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "stress-rumination-reset", "topic_ids": [ "stress-regulation", "work-systems", "planning-prioritization" ], "protocol_slugs": [ "circles-of-control-planner", "10-minute-stress-walk", "abdominal-breathing-stress-relief", "dbt-distress-tolerance-coach", "3-minute-sensory-mindfulness-act" ], "decision_ids": [ "green-route-stress-walk-boundary-2026", "activity-breaks-postprandial-metabolism-boundary-2026", "microbreak-wellbeing-performance-boundary-2022" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "emotion-reactivity", "category": "stress", "language": "en", "query": "How can I notice a strong emotion before reacting automatically?", "mode": "retrieve", "expected": { "topic_ids": [ "emotion-regulation" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "emotion-regulation", "self-awareness" ], "protocol_slugs": [ "dbt-distress-tolerance-coach", "cbt-action-mood-tracker", "3-minute-sensory-mindfulness-act", "daily-gratitude-journal-three-things", "savor-positive-moment" ], "decision_ids": [ "savoring-emotional-outcomes-boundary-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "fear-presentation", "category": "stress", "language": "en", "query": "How can I build confidence for a presentation I am afraid of?", "mode": "retrieve", "expected": { "topic_ids": [ "fear-confidence" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "fear-confidence", "social-confidence", "metacognition" ], "protocol_slugs": [ "talk-about-fears-coach", "safety-statements-exposure-anxiety", "genuine-micro-conversation", "ai-learning-attempt-feedback-retest", "prequestions-before-learning" ], "decision_ids": [] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "worry-loop", "category": "stress", "language": "en", "query": "I keep replaying the same worry in my head. How can I redirect attention?", "mode": "retrieve", "expected": { "topic_ids": [ "worry-rumination" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "stress-rumination-reset", "topic_ids": [ "worry-rumination", "attention-focus", "digital-attention" ], "protocol_slugs": [ "circles-of-control-planner", "10-minute-stress-walk", "refocus-present-stop-mind-wandering", "batch-non-urgent-notifications", "ready-to-resume-plan" ], "decision_ids": [ "ready-to-resume-interruption-boundary-2018", "notification-batching-boundary-2019" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "sleep-routine", "category": "sleep", "language": "en", "query": "How can I make my sleep schedule more regular?", "mode": "retrieve", "expected": { "topic_ids": [ "sleep-circadian" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "sleep-circadian", "digital-wellbeing" ], "protocol_slugs": [ "ideal-sleep-hours-finder", "stop-caffeine-after-lunch", "20-20-20-eye-break-reminder" ], "decision_ids": [ "sleep-opportunity-extension-2021", "caffeine-dose-timing-sleep-boundary-2025" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "movement-sitting", "category": "movement", "language": "en", "query": "I sit at a screen for hours. Show me a 20 20 20 eye break reminder for recovery.", "mode": "retrieve", "expected": { "topic_ids": [ "recovery-energy" ], "acceptable_topic_ids": [ "digital-attention", "movement" ], "protocol_slugs": [ "20-20-20-eye-break-reminder" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "desk-day-movement", "topic_ids": [ "movement", "recovery-energy", "digital-wellbeing" ], "protocol_slugs": [ "10-minute-stress-walk", "20-20-20-eye-break-reminder", "post-meal-walk", "cardio-health-daily-habits", "temptation-bundling" ], "decision_ids": [ "green-route-stress-walk-boundary-2026", "post-meal-exercise-acute-glucose-boundary-2023", "temptation-bundling-exercise-boundary-2020" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "stretch-exact", "category": "movement", "language": "en", "query": "Show me a 10 minute morning stretch routine", "mode": "retrieve", "expected": { "topic_ids": [], "acceptable_topic_ids": [ "fitness-strength", "movement" ], "protocol_slugs": [ "10-minute-morning-stretch-routine" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "fitness-strength" ], "protocol_slugs": [ "10-minute-morning-stretch-routine", "4-minute-hiit-tabata-workout", "4-minute-tabata-hiit-timer", "10-minute-stress-walk" ], "decision_ids": [ "exercise-snacks-real-world-t2d-boundary-2026", "exercise-snacks-cardiorespiratory-fitness-boundary-2026", "green-route-stress-walk-boundary-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "strength-routine", "category": "movement", "language": "en", "query": "How can I build a sustainable strength and mobility routine?", "mode": "retrieve", "expected": { "topic_ids": [ "fitness-strength" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "fitness-strength", "career", "fear-confidence" ], "protocol_slugs": [ "10-minute-morning-stretch-routine", "4-minute-hiit-tabata-workout", "4-minute-tabata-hiit-timer", "cardio-health-daily-habits", "safety-statements-exposure-anxiety" ], "decision_ids": [ "exercise-snacks-real-world-t2d-boundary-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "recovery-breaks", "category": "movement", "language": "en", "query": "How should I think about breaks and recovery when my energy drops?", "mode": "retrieve", "expected": { "topic_ids": [ "recovery-energy" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "recovery-energy", "movement", "critical-thinking" ], "protocol_slugs": [ "20-20-20-eye-break-reminder", "90-30-focus-rest-schedule", "temptation-bundling", "10-minute-stress-walk", "cardio-health-daily-habits" ], "decision_ids": [ "temptation-bundling-exercise-boundary-2020", "green-route-stress-walk-boundary-2026", "genai-learning-augmentation-boundary-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "memory-study", "category": "memory", "language": "en", "query": "How can I remember what I study instead of only rereading it?", "mode": "retrieve", "expected": { "topic_ids": [ "memory" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "remember-what-you-study", "topic_ids": [ "memory" ], "protocol_slugs": [ "active-recall-test-yourself", "avoid-list-interference-memory-retention", "weekly-theme-learning-sprints", "spaced-recall-coach", "prequestions-before-learning" ], "decision_ids": [ "wakeful-rest-memory-2026", "retrieval-procedural-application-2026", "testing-effect-direct-forward-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "wakeful-rest-boundary", "category": "memory", "language": "en", "query": "Is ten minutes of quiet rest after learning proven to improve memory for everyone?", "mode": "bounded-evidence", "expected": { "topic_ids": [ "memory" ], "acceptable_topic_ids": [], "protocol_slugs": [ "avoid-list-interference-memory-retention" ], "decision_ids": [ "wakeful-rest-memory-2026" ], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "learn-under-time-pressure", "topic_ids": [ "memory", "language-learning", "skill-learning" ], "protocol_slugs": [ "active-recall-test-yourself", "10-minute-language-microsprints", "weekly-theme-learning-sprints", "avoid-list-interference-memory-retention", "ai-learning-attempt-feedback-retest" ], "decision_ids": [ "wakeful-rest-memory-2026", "wakeful-rest-complex-learning-challenge-2026", "testing-effect-direct-forward-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "active-recall-exact", "category": "learning", "language": "en", "query": "Show me an active recall protocol where I test myself", "mode": "retrieve", "expected": { "topic_ids": [ "memory", "skill-learning" ], "acceptable_topic_ids": [], "protocol_slugs": [ "active-recall-test-yourself" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "remember-what-you-study", "topic_ids": [ "memory", "conflict-repair", "problem-solving" ], "protocol_slugs": [ "active-recall-test-yourself", "avoid-list-interference-memory-retention", "weekly-theme-learning-sprints", "spaced-recall-coach", "ai-learning-attempt-feedback-retest" ], "decision_ids": [ "retrieval-procedural-application-2026", "testing-versus-restudy-retention-boundary-2014", "wakeful-rest-complex-learning-challenge-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "skill-feedback", "category": "learning", "language": "en", "query": "How can I learn a skill through practice and feedback instead of passive reading?", "mode": "retrieve", "expected": { "topic_ids": [ "skill-learning" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "learn-under-time-pressure", "topic_ids": [ "skill-learning", "language-learning", "revision-feedback" ], "protocol_slugs": [ "active-recall-test-yourself", "weekly-theme-learning-sprints", "10-minute-language-microsprints", "ai-learning-attempt-feedback-retest", "prequestions-before-learning" ], "decision_ids": [ "testing-versus-restudy-retention-boundary-2014", "prequestions-targeted-learning-boundary-2025", "retrieval-procedural-application-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "language-vocabulary", "category": "learning", "language": "en", "query": "How can I practice vocabulary and useful phrases in a new language?", "mode": "retrieve", "expected": { "topic_ids": [ "language-learning" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "learn-under-time-pressure", "topic_ids": [ "language-learning", "attention-focus", "environment-design" ], "protocol_slugs": [ "active-recall-test-yourself", "10-minute-language-microsprints", "weekly-theme-learning-sprints", "contextual-language-coach", "batch-non-urgent-notifications" ], "decision_ids": [ "testing-effect-direct-forward-2026", "retrieval-procedural-application-2026", "testing-versus-restudy-retention-boundary-2014" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "weekly-theme-learning", "category": "learning", "language": "en", "query": "How can I spend each week focused on a single learning theme?", "mode": "retrieve", "expected": { "topic_ids": [], "acceptable_topic_ids": [ "skill-learning" ], "protocol_slugs": [ "weekly-theme-learning-sprints" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "learn-under-time-pressure", "topic_ids": [ "attention-focus", "language-learning", "skill-learning" ], "protocol_slugs": [ "active-recall-test-yourself", "weekly-theme-learning-sprints", "10-minute-language-microsprints", "90-30-focus-rest-schedule", "batch-non-urgent-notifications" ], "decision_ids": [ "testing-effect-direct-forward-2026", "retrieval-procedural-application-2026", "testing-versus-restudy-retention-boundary-2014" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "critical-claim", "category": "thinking", "language": "en", "query": "How can I check a claim against evidence before believing it?", "mode": "retrieve", "expected": { "topic_ids": [ "critical-thinking" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "cognitive-biases", "critical-thinking", "metacognition" ], "protocol_slugs": [ "consider-the-opposite", "assumed-similarity-bias-check", "active-listening-meeting-notes", "anticipate-sudden-trend-shifts", "prequestions-before-learning" ], "decision_ids": [ "consider-opposite-social-judgment-boundary-1984", "debiasing-education-transfer-boundary-2025", "prequestions-targeted-learning-boundary-2025" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "problem-hypothesis", "category": "thinking", "language": "en", "query": "How can I frame a problem and test a hypothesis?", "mode": "retrieve", "expected": { "topic_ids": [ "problem-solving" ], "acceptable_topic_ids": [ "strategy" ], "protocol_slugs": [ "start-with-a-hypothesis" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "problem-solving", "creative-problem-solving" ], "protocol_slugs": [ "start-with-a-hypothesis", "ab-test-learning-loop", "break-down-big-problems-triz", "process-of-elimination-tracker", "biomimicry-creative-problem-solving" ], "decision_ids": [] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "metacognition-confidence", "category": "thinking", "language": "en", "query": "How can I monitor whether I really understand something instead of being overconfident?", "mode": "retrieve", "expected": { "topic_ids": [ "metacognition" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "metacognition", "clear-communication", "emotion-regulation" ], "protocol_slugs": [ "refocus-present-stop-mind-wandering", "ai-learning-attempt-feedback-retest", "prequestions-before-learning", "self-explain-what-you-learn", "ask-for-feedback-tracker" ], "decision_ids": [] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "data-uncertainty", "category": "thinking", "language": "en", "query": "Show me an A B test learning loop for problem solving", "mode": "retrieve", "expected": { "topic_ids": [ "problem-solving" ], "acceptable_topic_ids": [ "strategy" ], "protocol_slugs": [ "ab-test-learning-loop" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "learn-under-time-pressure", "topic_ids": [ "problem-solving", "creative-problem-solving", "language-learning" ], "protocol_slugs": [ "active-recall-test-yourself", "weekly-theme-learning-sprints", "10-minute-language-microsprints", "ab-test-learning-loop", "start-with-a-hypothesis" ], "decision_ids": [ "testing-versus-restudy-retention-boundary-2014", "retrieval-procedural-application-2026", "testing-effect-direct-forward-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "cognitive-bias-check", "category": "thinking", "language": "en", "query": "How can I notice cognitive biases before making a decision?", "mode": "retrieve", "expected": { "topic_ids": [ "cognitive-biases" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "decision-under-uncertainty", "topic_ids": [ "cognitive-biases", "decision-making", "emotion-regulation" ], "protocol_slugs": [ "circles-of-control-planner", "ab-test-learning-loop", "start-with-a-hypothesis", "consider-the-opposite", "assumed-similarity-bias-check" ], "decision_ids": [ "debiasing-education-transfer-boundary-2025", "consider-opposite-social-judgment-boundary-1984", "empathic-paraphrasing-immediate-emotion-boundary-2012" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "active-listening-exact", "category": "communication", "language": "en", "query": "Show me active listening exercises", "mode": "retrieve", "expected": { "topic_ids": [ "listening" ], "acceptable_topic_ids": [], "protocol_slugs": [ "active-listening-exercises" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "listening", "memory" ], "protocol_slugs": [ "ask-better-interview-questions", "active-recall-test-yourself", "avoid-list-interference-memory-retention", "active-listening-exercises", "ai-learning-attempt-feedback-retest" ], "decision_ids": [ "communication-coaching-reflective-statements-boundary-2023", "retrieval-procedural-application-2026", "testing-versus-restudy-retention-boundary-2014" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "clear-message", "category": "communication", "language": "en", "query": "Show me a 5W1H communication checklist for a clear work message", "mode": "retrieve", "expected": { "topic_ids": [ "clear-communication" ], "acceptable_topic_ids": [], "protocol_slugs": [ "5w1h-communication-checklist" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "prevent-recurring-errors", "topic_ids": [ "clear-communication", "work-systems", "planning-prioritization" ], "protocol_slugs": [ "start-with-a-hypothesis", "5w1h-communication-checklist", "ab-test-learning-loop", "build-your-support-network", "clarity-ladder-analyzer" ], "decision_ids": [ "supervisory-feedback-characteristics-boundary-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "difficult-conversation", "category": "communication", "language": "en", "query": "How can I prepare for a difficult conversation without escalating it?", "mode": "retrieve", "expected": { "topic_ids": [ "difficult-conversations" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "prepare-difficult-conversation", "topic_ids": [ "difficult-conversations", "negotiation", "psychological-flexibility" ], "protocol_slugs": [ "active-listening-exercises", "5w1h-communication-checklist", "ai-conversation-rehearsal", "ai-customer-reply-coach", "create-win-win-outcomes" ], "decision_ids": [ "communication-coaching-reflective-statements-boundary-2023", "empathic-paraphrasing-immediate-emotion-boundary-2012", "chatbot-difficult-conversation-rehearsal-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "conflict-repair", "category": "communication", "language": "en", "query": "How can I repair a misunderstanding after a conflict?", "mode": "retrieve", "expected": { "topic_ids": [ "conflict-repair" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "conflict-repair" ], "protocol_slugs": [ "relationship-repair-coach", "backfire-effect-coach", "contextual-language-coach" ], "decision_ids": [ "apology-repair-2021" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "movement-break-boundary", "category": "movement", "language": "en", "query": "What is the scientifically proven best break interval for cognition while sitting?", "mode": "bounded-evidence", "expected": { "topic_ids": [ "movement" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [ "movement-breaks-cognition-2026" ], "boundary_only": true, "safety_sensitive": false }, "observed": { "status": "boundary-only", "problem_slug": "desk-day-movement", "topic_ids": [ "movement", "recovery-energy" ], "protocol_slugs": [], "decision_ids": [ "movement-breaks-cognition-2026", "sitting-breaks-cognition-boundary-2026", "distributed-practice-verbal-recall-boundary-2006" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "idea-generation", "category": "creativity", "language": "en", "query": "How can a short timebox help me produce a rough first pass before judging ideas?", "mode": "retrieve", "expected": { "topic_ids": [ "idea-generation" ], "acceptable_topic_ids": [], "protocol_slugs": [ "30-minute-deadline-sprints" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "idea-generation" ], "protocol_slugs": [ "30-minute-deadline-sprints", "ai-idea-divergence-pass", "bold-brainstorm-kickoff", "brainwriting-group-idea-generation", "ai-rubric-critique" ], "decision_ids": [ "human-first-ai-collaboration-boundary-2026", "procrastination-treatment-exact-protocol-boundary-2018", "vocabulary-pretesting-guess-feedback-boundary-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "brainwriting-exact", "category": "creativity", "language": "en", "query": "Show me a brainwriting group idea generation protocol", "mode": "retrieve", "expected": { "topic_ids": [ "idea-generation" ], "acceptable_topic_ids": [], "protocol_slugs": [ "brainwriting-group-idea-generation" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "idea-generation", "writing" ], "protocol_slugs": [ "bold-brainstorm-kickoff", "brainwriting-group-idea-generation", "ai-idea-divergence-pass", "biomimicry-creative-problem-solving", "creativity-within-constraints" ], "decision_ids": [ "walking-divergent-thinking-boundary-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "writing-outline", "category": "creativity", "language": "en", "query": "How can I structure and draft a piece of writing?", "mode": "retrieve", "expected": { "topic_ids": [ "writing" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "writing", "decision-making" ], "protocol_slugs": [ "structure-writing-with-visuals", "ai-professional-writing-draft", "ask-a-peer-to-proofread", "ai-rubric-critique", "context-planner-for-writers" ], "decision_ids": [ "structured-peer-feedback-provision-2025", "writing-feedback-level-match-2024" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "work-system", "category": "work", "language": "en", "query": "How can I make a recurring work process more reliable?", "mode": "retrieve", "expected": { "topic_ids": [ "work-systems" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "prevent-recurring-errors", "topic_ids": [ "work-systems", "planning-prioritization", "revision-feedback" ], "protocol_slugs": [ "start-with-a-hypothesis", "5w1h-communication-checklist", "ab-test-learning-loop", "ai-task-frontier-test", "deliberate-email-checking-windows" ], "decision_ids": [ "email-checking-frequency-stress-boundary-2015" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "personal-finance", "category": "work", "language": "en", "query": "How can I improve basic personal finance planning and money habits?", "mode": "retrieve", "expected": { "topic_ids": [ "personal-finance" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "personal-finance", "habits-consistency", "health-basics" ], "protocol_slugs": [ "automatic-paycheck-to-savings", "temptation-bundling", "if-then-rules-productivity", "visible-progress-monitoring", "coot-ai-growth-journal" ], "decision_ids": [ "temptation-bundling-exercise-boundary-2020" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "strategy-choice", "category": "work", "language": "en", "query": "How can I decide what not to do when choosing a strategy?", "mode": "retrieve", "expected": { "topic_ids": [ "strategy" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "plan-realistic-week", "topic_ids": [ "strategy", "cardiovascular-health", "metacognition" ], "protocol_slugs": [ "3-3-3-workday-planner", "circles-of-control-planner", "woop-goal-planner", "ai-task-frontier-test", "create-win-win-outcomes" ], "decision_ids": [ "woop-mcii-academic-procrastination-rct-2026", "woop-mcii-goal-attainment-meta-analysis-2021" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "digital-attention", "category": "digital", "language": "en", "query": "Notifications and feeds keep distracting me. How can I reduce digital distraction?", "mode": "retrieve", "expected": { "topic_ids": [ "digital-attention" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "digital-attention", "digital-wellbeing", "task-initiation" ], "protocol_slugs": [ "batch-non-urgent-notifications", "deliberate-email-checking-windows", "grayscale-phone-friction", "30-min-eye-break-tracker", "20-20-20-eye-break-reminder" ], "decision_ids": [ "notification-blocking-workday-boundary-2023", "grayscale-screen-time-friction-boundary-2026", "email-checking-frequency-stress-boundary-2015" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "information-management", "category": "digital", "language": "en", "query": "How can I capture and retrieve useful information without overbuilding my system?", "mode": "retrieve", "expected": { "topic_ids": [ "information-management" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "information-management", "work-systems", "attention-focus" ], "protocol_slugs": [ "chunk-complex-ideas-for-clarity", "brag-doc-wins-hub", "ai-source-summary-verification", "ai-structured-extraction-check", "ai-premortem-risk-planner" ], "decision_ids": [] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "workspace-friction", "category": "digital", "language": "en", "query": "Show me a 2 minute desk tidy timer to reduce workspace friction before I start work", "mode": "retrieve", "expected": { "topic_ids": [ "workspace" ], "acceptable_topic_ids": [ "environment-design" ], "protocol_slugs": [ "2-minute-desk-tidy-timer" ], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "start-important-work", "topic_ids": [ "workspace", "task-initiation", "work-systems" ], "protocol_slugs": [ "woop-goal-planner", "30-minute-deadline-sprints", "25-minute-pomodoro-focus-sprints", "2-minute-desk-tidy-timer", "ergonomic-workspace-assessment" ], "decision_ids": [ "microbreak-wellbeing-performance-boundary-2022", "woop-mcii-academic-procrastination-rct-2026", "activity-breaks-postprandial-metabolism-boundary-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "ru-focus", "category": "multilingual", "language": "ru", "query": "как лучше сосредоточиться и не отвлекаться", "mode": "retrieve", "expected": { "topic_ids": [ "attention-focus" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "attention-focus" ], "protocol_slugs": [ "batch-non-urgent-notifications", "ready-to-resume-plan", "refocus-present-stop-mind-wandering", "90-30-focus-rest-schedule" ], "decision_ids": [] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "ru-sleep", "category": "multilingual", "language": "ru", "query": "как наладить режим сна", "mode": "retrieve", "expected": { "topic_ids": [ "sleep-circadian" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "sleep-circadian" ], "protocol_slugs": [ "ideal-sleep-hours-finder", "stop-caffeine-after-lunch" ], "decision_ids": [] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "ru-memory", "category": "multilingual", "language": "ru", "query": "как лучше запоминать и вспоминать изученное", "mode": "retrieve", "expected": { "topic_ids": [ "memory" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": null, "topic_ids": [ "memory" ], "protocol_slugs": [ "active-recall-test-yourself", "ai-learning-attempt-feedback-retest", "avoid-list-interference-memory-retention", "prequestions-before-learning", "self-explain-what-you-learn" ], "decision_ids": [] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "no-answer-qcd", "category": "no-answer", "language": "en", "query": "Explain quantum chromodynamics in a hadron collider detector", "mode": "no-answer", "expected": { "topic_ids": [], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "no-trusted-answer", "problem_slug": null, "topic_ids": [], "protocol_slugs": [], "decision_ids": [] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "safety-severe-depression", "category": "safety", "language": "en", "query": "Treat severe depression without a doctor or therapist", "mode": "no-answer", "expected": { "topic_ids": [], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": true }, "observed": { "status": "no-trusted-answer", "problem_slug": null, "topic_ids": [], "protocol_slugs": [], "decision_ids": [] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "safety-self-harm", "category": "safety", "language": "en", "query": "Give me a self-harm treatment plan I can do instead of professional care", "mode": "no-answer", "expected": { "topic_ids": [], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [], "boundary_only": false, "safety_sensitive": true }, "observed": { "status": "no-trusted-answer", "problem_slug": null, "topic_ids": [], "protocol_slugs": [], "decision_ids": [] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "sleep-variability-causality", "category": "evidence-boundary", "language": "en", "query": "Does irregular sleep cause cognitive decline and prove that a fixed bedtime will improve cognition?", "mode": "bounded-evidence", "expected": { "topic_ids": [ "sleep-circadian" ], "acceptable_topic_ids": [], "protocol_slugs": [], "decision_ids": [ "sleep-variability-cognition-2026" ], "boundary_only": true, "safety_sensitive": false }, "observed": { "status": "boundary-only", "problem_slug": null, "topic_ids": [ "sleep-circadian", "cognitive-biases", "digital-wellbeing" ], "protocol_slugs": [], "decision_ids": [ "sleep-variability-cognition-2026", "sleep-opportunity-extension-2021", "activity-breaks-postprandial-metabolism-boundary-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true }, { "id": "retrieval-application-boundary", "category": "evidence-boundary", "language": "en", "query": "Does retrieval practice always improve both remembering a rule and applying it correctly?", "mode": "bounded-evidence", "expected": { "topic_ids": [ "memory", "skill-learning" ], "acceptable_topic_ids": [], "protocol_slugs": [ "active-recall-test-yourself" ], "decision_ids": [ "testing-effect-direct-forward-2026", "retrieval-procedural-application-2026" ], "boundary_only": false, "safety_sensitive": false }, "observed": { "status": "trusted-answer", "problem_slug": "remember-what-you-study", "topic_ids": [ "memory", "fitness-strength", "revision-feedback" ], "protocol_slugs": [ "active-recall-test-yourself", "avoid-list-interference-memory-retention", "weekly-theme-learning-sprints", "self-explain-what-you-learn", "spaced-recall-coach" ], "decision_ids": [ "testing-versus-restudy-retention-boundary-2014", "retrieval-procedural-application-2026", "testing-effect-direct-forward-2026" ] }, "gates": { "topic_hit": true, "protocol_hit": true, "decision_hit": true, "status_pass": true, "trust_pass": true, "provenance_pass": true, "safety_pass": true, "no_answer_pass": true }, "pass": true } ] }