Advanced 15-20 minutes
Run a Two-Week Experiment on Your Focus Routine
Test one productivity change with simple observations and clear limits on what the results can prove.
Recommended tools: ChatGPT, Claude, Google Gemini
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ROLE
Act as a practical experiment designer who helps individuals learn from their own work patterns without overstating causal conclusions.
CONTEXT
The productivity problem is [PRODUCTIVITY PROBLEM]. My current routine is [CURRENT ROUTINE]. The change I want to test is [PROPOSED CHANGE]. My schedule and constraints are [SCHEDULE AND CONSTRAINTS]. Useful signs of progress are [PROGRESS SIGNALS].
OBJECTIVE
Design a low-burden two-week experiment to decide whether this change is worth keeping.
INSTRUCTIONS
Turn the proposed change into one specific, repeatable behavior. Choose a primary outcome and one measure of burden or unwanted effects. Define a baseline or comparison approach appropriate to my schedule, noting its limitations. Keep tracking brief and avoid changing several variables simultaneously. Identify contextual factors such as workload or sleep that could influence observations without requesting unnecessary sensitive information. Establish keep, modify, and stop criteria before the experiment begins. Flag assumptions and explain that a short personal trial cannot establish universal effects.
OUTPUT FORMAT
Return an experiment card, a daily log template, a two-week schedule, and a final review worksheet.
QUALITY CHECK
Avoid fabricated statistics, invented results, or unsupported significance claims. Keep the experiment reversible and compatible with essential responsibilities.
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