Set up Toggle for
the way you work.

Toggle can do a lot. This page walks you through each feature so you can turn on exactly what you want — from basic recall to full autopilot.

Before you start

01

Get your API key

Sign up at x.toggle.pro, install the Chrome extension, then go to clawbot-integration to generate your key.

02

Add to OpenClaw config

Add the key to your OpenClaw settings. Set it in your config file under skills.entries.toggle.apiKey or export it as TOGGLE_API_KEY.

03

Install the skill

Add the Toggle skill to your Claw. Once installed, say anything about your work and it'll fetch your context automatically.

You: Set up the Toggle skill. My API key is [paste your key here]

Your Claw will configure everything. Never paste your key in a public channel.

Choose what to turn on.

Each feature builds on the last. Start with what feels right and add more as you get comfortable.

01

Instant Recall

Ask your agent anything about your recent work and get a real answer.
WORKS IMMEDIATELY
What it does
“What was I working on?” — gets an answer based on actual browser activity, not memory
“Pick up where I left off” — finds your last deep work session and describes exactly where you stopped
“What did I do yesterday?” — full breakdown by project, time, and focus score
Example conversation
You: Where did I leave off on the API project?

Claw: Tuesday afternoon (2:15–4:30 PM) you were deep in the Kalshi API docs — 1.5h across 3 sessions. Last session ended on the authentication endpoint. Focus: 87. Want me to pull up those docs?

No setup needed beyond the API key. Just start asking.

02

Auto-Sync

Background hourly sync so your agent always has fresh context — even without you asking.
RECOMMENDED
What it does
Fetches your activity every hour and saves it to agent memory
Enables multi-day history — your agent remembers last week, not just today
Required for stale nudges, pattern detection, and predictions to work
Tell your Claw
You: Set up hourly auto-sync for Toggle
03

Daily Digest

Automated end-of-day summary dropped into your DMs at 6 PM. No prompt.
RECOMMENDED
What you get every day
Total work time, session count, and deepest focus area
Open items you didn't finish — so nothing falls through the cracks
Day-over-day comparison — focus trends, context switches, time spent
What it looks like
Claw: Your day: 5.2h across 4 sessions. Deepest focus on auth migration (2.1h, 94 focus). Stripe webhooks still open — you were 80% through. Context switches down to 3 from 6 yesterday.
Tell your Claw
You: Set up a daily digest at 6 PM

You can change the time anytime. Just say “change my digest to 8 PM.”

04

Smart Nudges

Stale project alerts and context-switch warnings. Your agent watches your back.
OPTIONAL
Two types of nudges
Stale project — project has 2+ hours invested but no activity in 48h. Your agent pings you before it goes cold.
Focus alert — 3+ project switches in 30 minutes with focus score below 30. Your agent offers to help you lock in.
Stale nudge example
Claw: You haven't touched “Landing Page Deploy” in 3 days. Last session: 1.5h on responsive layout. Want me to pull up where you left off?

Activated automatically once auto-sync is running and history builds up. Say “I dropped that” to dismiss a project permanently.

05

Pattern Detection

After 7+ days of data, ask your agent what to automate. It scans your history for repeating workflows.
NEEDS 7+ DAYS
How it works
Scans 7 days of history for workflows that repeat 3+ times
Matches project sequences — same tools visited in the same order
Proposes an automation pipeline — only if the required skills are installed
Example
You: What repetitive stuff could you automate for me?

Claw: I noticed you check GitHub PR comments, update Notion, then post in Slack — 4 times this week, ~12 min each. Want me to automate that pipeline?

Requires auto-sync to be running. The longer it runs, the better the pattern detection gets.

06

Predictions

Your agent learns your routines and anticipates what you're about to do next.
NEEDS 5+ DAYS
Three types of predictions
Routine prediction — “It's Tuesday 10 AM — you usually start with PR reviews. Want me to pull up open PRs?”
Next-task prediction — “You just wrapped PR reviews. You usually hop into Notion next — want me to open your sprint page?”
Session endurance — “You're 85 minutes into the API integration — around when you usually take a break. Want me to bookmark where you are?”

Predictions activate automatically once 5 days of data exist. They self-correct — predictions you ignore get retired silently. Say “stop predicting” to pause for 7 days.

Not sure? Pick a preset.

Four ready-made configurations depending on how much you want your agent to do.

The minimalist

Just Recall

Context when you ask for it. Nothing proactive.

RecallAuto-syncDigestNudgesPatternsPredictions
Send this to your Claw
No setup needed — just start asking about your work. Try: "What was I working on today?"
Most users

Daily Driver

Auto-sync + daily digest. Fresh context and a summary every evening.

RecallAuto-syncDigestNudgesPatternsPredictions
Send this to your Claw
Set up Toggle with hourly auto-sync and a daily digest at 6 PM. Persist all data to memory.
The power user

Full Awareness

Everything proactive — nudges, focus alerts, pattern detection.

RecallAuto-syncDigestNudgesPatternsPredictions
Send this to your Claw
Set up Toggle with hourly auto-sync, daily digest at 6 PM, stale project nudges after 48h, and focus alerts when my score drops below 30. Persist all data to memory.
The believer

Full Autopilot

Everything on. Your agent learns your routines and anticipates what's next.

RecallAuto-syncDigestNudgesPatternsPredictions
Send this to your Claw
Set up Toggle with everything enabled: hourly auto-sync, daily digest at 6 PM, stale project nudges after 48h, focus alerts below 30, pattern detection after 7 days, and predictive suggestions after 5 days. Persist all data to memory.

Settings reference

All of these are adjustable. Tell your agent to change any setting, or edit state.yaml directly.

SettingDefaultWhat it controls
digest_time"18:00"When the daily digest fires. 24h format.
nudge_stale_hours48Hours of inactivity before a project is flagged as stale.
focus_alert_threshold30Focus score below this triggers a context-switch alert.
focus_alert_window_min20Minutes of scattered behavior before alerting.
pattern_detection_days7Days of history scanned for repeating workflows.
pattern_min_occurrences3How many times a workflow must repeat before suggesting automation.
prediction_min_days5Minimum days of data before predictions activate.
prediction_confidence_min3Minimum occurrences of a routine before it becomes a prediction.
timezonenullYour local timezone. Set once — used for all timestamps and scheduling.