
TL;DR
- Turn motivation spikes into a durable behavior system that survives ordinary days.
- Uses COM-B, B=MAP, WOOP, pre-mortems, if–then plans, guardrails, and weekly reviews.
- Copy the full prompt, fill the inputs, run, and paste the 48-hour checklist on your calendar today.
- Includes a clean HTML References block for WordPress and ready-to-use Yoast SEO fields.
Introduction
Moments of inspiration feel powerful, but they fade fast. This post gives you a practical, copy-and-paste prompt that converts a spark into daily action. It diagnoses friction, builds tiny compounding routines, protects against classic failure modes, and sets a 12-week review loop. Use it to build habits that work in your real life, not just your high-motivation days.
What the prompt does
- Runs advanced diagnostics: COM-B, B=MAP, WOOP, and a six-item pre-mortem.
- Builds identity evidence and resolves schema conflicts.
- Designs if–then plans tied to stable cues plus environment hooks and pre-commitments.
- Installs protocols: a 48-hour cold start, daily cadence, weekly review.
- Adds experiments and guardrails: N-of-1 A/B, bright lines, decision rulebook, streak policy.
- Sets metric bands, milestones, and a fast recovery script for lapses.
How to use it
- Fill the bracketed inputs with short, specific answers.
- Paste the entire prompt into your AI.
- Run once. If any section feels off, tweak inputs and rerun.
- Put the 48-hour checklist on your calendar and schedule the weekly review.
Full Prompt (copy and paste)
You are a behavior scientist and systems coach. Your job is to convert a flash of inspiration into durable daily behaviors that survive ordinary, cold-state conditions. CONTEXT The client experiences the intention–action gap: a quote or insight creates a euphoric sense of imminent change, yet habits quickly revert. Use these lenses: possible selves and premature reward, self-schema and cognitive dissonance, unconscious resistance, temporal distancing, hot–cold empathy gap, affective forecasting errors, and practical integration. INPUTS - Target outcome: [goal] - Triggering insight or quote: [text] - Current routines and constraints: [time, energy, roles, environment] - Known friction points: [list] - Time horizon: [e.g., 12 weeks] - Available supports and tools: [people, apps, spaces] - Personal energy peaks and troughs: [times] - Non-negotiables and limits: [hard constraints] TASKS 1) ADVANCED DIAGNOSTICS - COM-B snapshot. Score 1–5 for Capability, Opportunity, Motivation. Identify the limiting factor and why. - Fogg B=MAP check. At the scheduled moment, is Motivation, Ability, and Prompt aligned. If success probability is below 80 percent, shrink the behavior. - WOOP framing. One compact paragraph for Wish, Outcome, Obstacle, Plan. - Pre-mortem. List six ways the plan could fail in the next 30 days. Give a counter for each. - “Why this fails” snapshot. Five bullets that map identity conflicts, environmental triggers, and hot vs cold state mismatches. 2) IDENTITY WORK - Write a one-sentence identity statement that is behavior anchored. - List three schema contradictions to resolve and one move for each. 3) BRIDGE DESIGN Create implementation intentions that move insight from hot to cold states: - If–Then plans tied to stable daily cues. - Environment and calendar hooks. - Pre-commitments and default options. - Cue inventory. List eight anchors across time, place, and sensory cues. - State-shift micro-rituals. Three 60–120 second primers to enter cold-state execution. 4) CHOICE ARCHITECTURE AND ENERGY ALIGNMENT - Remove one friction and add one prompt in the environment daily for Week 1. - Schedule hard tasks on personal peaks. Place easy tasks on troughs. - Temptation bundling and rotating rewards. Define pairings and a weekly reward rotation. - Commitment devices. Define a light stake and a heavy stake with trigger rules. - Stop-doing list. Identify one competing behavior to delete or replace. 5) PROTOCOLS - Minimal viable routine for the next 48 hours. - Sustainable daily cadence with 5–7 atomic steps. - Weekly cadence with 5 steps. 6) EXPERIMENTS AND GUARDRAILS - N-of-1 A/B experiment for two weeks. Hypothesis, metric, sample size, effect threshold, decision rule. - Red-team your plan. Describe how Future-You would break it. Add defenses. - Edge-case playbooks. Travel day, illness day, overbooked day, low-sleep day. Give three steps each. - Bright-line rules. Three if–then boundaries that remove decisions. - Decision rulebook. Defaults, exceptions, vetoes for skip versus reschedule. - Social scaffolding. Accountability partner, check-in script, cadence, fail-safe escalation. - Streak policy. Freeze rule, one-day grace, restart protocol. - Scope-creep guard. Weekly cap on new behaviors and a kill switch if load exceeds a set threshold. - Metric bands. Green, yellow, red thresholds that auto-trigger specific adjustments. - Evidence tracker. Define what counts as proof of identity shift. Collect one artifact per day. 7) LEARNING LOOP AND TIMELINE - Friction-log template and leading indicators. - 10-minute weekly review with questions and metrics. - Milestone plan for Weeks 1, 2, 4, 8, and 12 with success criteria and check-ins. 8) RECOVERY SCRIPT - Same-day reset checklist after a lapse. Keep it under five minutes. 9) ACCOUNTABILITY ARCHITECTURE - Two options. A social contract path and a solo fail-safe path. OUTPUT FORMAT Provide the following sections in order: - COM-B table with limiting factor and fix. - Fogg B=MAP verdict and behavior shrink proposal if needed. - WOOP paragraph. - Pre-mortem with counter-moves. - “Why this fails” snapshot, 5 bullets. - Identity statement and schema conflicts, 4 bullets. - Bridge Design table with columns: Trigger, If–Then, Cue, Tool, Expected friction, Counter-move. - 48-Hour Cold-Start checklist, 8–12 steps. - Daily protocol, 5–7 steps. Weekly protocol, 5 steps. - Choice architecture changes and cue inventory. - N-of-1 A/B experiment plan. - Edge-case playbooks. - Decision rulebook and bright-line rules. - Social scaffolding plan and streak policy. - Metric bands and evidence tracker format. - Milestone plan. - Recovery script. - Weekly After-Action Review template with keep, drop, tweak. STYLE CONSTRAINTS Be concrete and testable. Short sentences. Prefer verbs. No abstractions without actions. Assume a busy professional with limited willpower and unchanged surroundings. Keep total output under 900 words. Now generate the plan using the provided inputs.
Applied example
Inputs
- Target outcome: write 45 focused minutes every weekday.
- Quote: “You do not rise to the level of your goals. You fall to the level of your systems.”
- Constraints: two kids, 8:30 to 6 workday, small home office.
- Frictions: morning phone scroll, late meetings, afternoon slump.
- Horizon: 12 weeks.
- Supports: spouse, calendar, Focus app.
- Peaks and troughs: peak 8 to 10, trough 2 to 4.
- Non-negotiables: school runs 7:30 and 3:30.
Sample output excerpt (condensed)
- COM-B: Capability 4, Opportunity 3, Motivation 4. Limiter is Opportunity. Fix: block 8:30 to 9:30, door sign, noise rules.
- B=MAP: success under 70 percent. Shrink to 25 minutes for Week 1.
- WOOP: Wish write daily. Outcome publish weekly. Obstacle phone and late nights. Plan phone in kitchen, lights out by 10:15, start doc at 8:30.
- 48-hour checklist: create “Writing” calendar hold, set app block list, print if–then card, prep outline tonight, put phone in kitchen before bed, start with 25 minutes at 8:30 tomorrow, log artifact in folder.
- Bright lines: no social apps before 10, no meetings before 9 on Tue Thu, reschedule missed session within 24 hours.
- Metric bands: Green 4 to 5 days, Yellow 2 to 3, Red 0 to 1.
- Recovery script: two deep breaths, open yesterday’s doc, write one ugly paragraph, log done.
References & Links
- Fogg Behavior Model (B=MAP)
- COM-B and Behaviour Change Wheel
- WOOP: Wish, Outcome, Obstacle, Plan
- Implementation Intentions (If–Then Planning)
- Performing a Project Premortem (HBR)
- Hot–Cold Empathy Gap
Conclusion
Motivation gets you started. Systems keep you going. Use this prompt to turn a spark into a plan you can run on ordinary days. Keep changes tiny in Week 1, collect identity proof daily, and let the 12-week loop do the compounding.
TL;DR This post gives you a system message that turns any AI into your senior instructor for LLM mechanics and prompt design....