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The library remains the source of truth
Preparation workflow
Readiness check
Separate real round formats from domains, estimate workload, and identify three evidence-based gaps.
Executable plans
Choose 2, 4, or 8 weeks with explicit 5/8/12-hour workloads, outputs, links, and exit gates.
Role and domain paths
Follow an ordered AS, MLE, or RE core sequence, then add only the domain supplement in your actual loop.
Practice method
Use round-specific timers and rubrics, diagnose weak dimensions, and schedule retries.
Progress & retry queue
See what is due on this device, repeated weak dimensions, and whether gaps truly graduated.
Story-bank worksheet
Build, save locally, export, rehearse, and level-calibrate evidence-rich stories.
Simulation packets
Run realistic AS, MLE, or RE loops with prompt pools, observers, scoring, and go/no-go gates.
Final-week checklist
Consolidate, simulate, and protect retrieval quality without cramming new topics.
Privacy by design
The readiness calculation runs in your browser. Scratchpad text is never saved or sent. Optional local progress contains only question IDs, rubric dimensions, scores, and due dates. Story text is stored only if you explicitly choose “Save on this device.” Anonymous analytics record coarse actions, not selections or written content.
A simple sequence
- Choose a focus. Take the readiness check once; do not keep retaking it to chase a better result.
- Choose a horizon and workload. Use the shortest plan that fits your actual weekly hours and still leaves room for retries and simulation.
- Practice before reading. Attempt questions aloud, reveal the rubric, then compare against the reference.
- Prove improvement. Graduate a critical gap only after two spaced successful attempts and one unfamiliar follow-up.