Detect the script.
Interrupt the moment.
Recover before the spiral.
COYL is the behavioral interface between AI and real life. It learns where your autopilot takes over, catches you in the moments that matter, and keeps one bad decision from becoming a bad week.
01
Detect the script
COYL learns your danger windows, your excuse patterns, and your failure sequences. It sees the shape of your autopilot before you do.
02
Interrupt the moment
Precision interrupts fire when the script is about to run. Tap a rescue trigger. Ask a decision. Get called out on the exact excuse you were about to use.
03
Recover before the spiral
Built for bad days, not perfect users. Shame-resistant re-entry. Same-night recovery. Resume the streak, don't restart the plan.
Three lived moments. Same mechanism.
Moment
9:12 PM
The kitchen.
You walk past the fridge for the third time tonight. You’re not hungry. You know you’re not hungry. COYL knows it too — this is your window. The push lands before your hand touches the handle: "You’re not hungry. You’re doing it again. Close the fridge. Walk five minutes. Then decide." You close the fridge. The night doesn’t turn.
Moment
11:07 AM
The tab switch.
You’re thirty-eight minutes into a deep-work block. The thought arrives — "I should check one thing." Your cursor moves toward the new-tab button. COYL fires in the half-second before the click: "One more thing becomes the morning. The doc isn’t the problem. The switch is. Stay." You stay. The block holds.
Moment
After the slip.
The spiral.
You already had the cookie. The sentence loads: "I already messed up." That sentence is the real machinery — it’s what turns one slip into the whole night, the whole week. COYL catches it: "You didn’t blow it. You’re about to blow it. Different thing. Water, brush teeth, bed in thirty. Tomorrow is the next rep, not the restart." Same-night re-entry. No Monday reset.
Under the hood
The 7-step loop.
Every moment above runs it.
Commitment → Drift → Excuse → Interrupt → Action → Recovery → Learning. Every broken promise runs this. So does every one you keep. The loop is what separates COYL from a chatbot or a reminder app.
Step 4 is the three-second window.Between the excuse loading and the action firing, there’s a half-breath where the script can still be re-routed. That’s where COYL fires. Every other step exists to make step 4 land more accurately.
Commitment
The promise. A rule, a rep, a follow-up you said you’d do. This is the thing COYL exists to protect.
A daily rule, a rep, a follow-up you set.
Drift
The gap starts to open. A danger window approaches. A signal gets missed. Autopilot is loading.
Time of day, context, prior-pattern match.
Excuse
The sentence in your head that justifies the break. "Tomorrow." "I deserve this." "I already blew it."
The sentence you say to yourself first.
Interrupt
Precision fire at the exact moment. Not a reminder — an intervention. Names the pattern, predicts the cost.
A push, a 30-second call-out, a rescue card.
Action
The smallest physical move you can take in the next five minutes. Concrete. Executable.
One specific action, sized to be doable now.
Recovery
If the break happened, stop the spiral. 2h check, 24h resolve, no shame. Resume, don’t restart.
Same-night re-entry. No restart on Monday.
Learning
The loop closes. The next time looks the same — but COYL is sharper. It learned your exact excuse. It knows the window better. The pattern doesn’t know it just got a little smaller.
COYL updates its map of your autopilot.
Loop closes · sharper next cycle
Each cycle makes the next interrupt sharper. Your autopilot map gets more accurate every time it fires.
Catch yourself before you do it again.
AI for the moment before behavior happens. Not the journal entry the next morning. Not the regret on Sunday. The half-second before the hand moves.