Guided Checklists

v10 Fully Autonomous

Purpose

Explores an "Ambient Intelligence" approach where the system automatically fixes issues and only notifies users AFTER the fact. Undo-centric rather than approval-centric. Part of a 10-variant research series.

Variant Focus

Auto-remediation with minimal friction for users who hate interruptions. The system acts first and asks forgiveness later via undo-capable toast notifications. Trust-building through transparency and easy reversal.

Prompt

This version was generated autonomously by a sub-agent. The prompt below is the exact prompt given to the build agent — it was crafted by the orchestrating agent based on the origination prompt and research phase.

Build guided-checklists-v10.html — the "Ambient Intelligence" variant for the Guided Checklists experiment series.

Name: Ambient Intelligence
Tagline: "We fixed it. Undo if we got it wrong."
Version: v10

Core Concept: The system automatically fixes issues and only notifies users AFTER the fact. Undo-centric rather than approval-centric. For users who hate interruptions — they see toasts telling them what was auto-fixed with a countdown to undo.

Exposure Method: Thin status bar indicator at top showing system status. Toast notifications appear when auto-fixes happen.

Presentation Style: Expandable snackbar/toast. Compact by default, expands to show details. Undo button with countdown.

Target Persona: Regular user who hates interruptions. Trusts the system, just wants to be informed (not asked). Prefers undo to approval.

Platform: Both web and mobile.

Key UI Elements:
- Thin status bar ("All systems normal" / "2 issues auto-fixed")
- Toast notifications sliding up from bottom
- Expand arrow on toasts to see details
- 10-second undo countdown (visual progress bar)
- "Don't auto-fix this type" learning button
- Stacked toasts for multiple auto-fixes
- Green checkmark for confirmed fixes
- "Learn more" link in expanded state

Sample Auto-Fix Toasts:
1. "Refreshed expired API token" — [Undo 8s] [Details]
2. "Cleared stale cache (saved 2GB)" — [Undo 5s]
3. "Reconnected Slack webhook" — [Undo 10s]
4. "Updated timezone to match browser" — [Undo 3s]

Color/Mood: Calm, minimal, confident. Green for success. Unobtrusive but informative. Trust-building aesthetic.

AI Feedback Pattern:
- "Undo" teaches what NOT to auto-fix
- Letting countdown expire = confirming good fix
- "Don't auto-fix this type" = explicit training
- "Learn more" = wanting more control

Interaction Patterns:
- Checkbox for toast expand/collapse
- CSS animation for countdown progress bar (depleting)
- Toast stacking with transform translateY
- Status bar :hover shows details
- Radio buttons for undo state (pending/undone/confirmed)

Device Preview: Include desktop/mobile/fullscreen switcher.

Origination Prompt

This experiment is part of a research-driven series. View the origination prompt →

Versions

Origination Prompt → v10 Ambient Intelligence v9 Task Triage v8 Proactive Monitor v7 Support Toolkit v6 Contextual Whisper v5 Executive Dashboard v4 AI Collaborator v3 Mobile Fixer v2 Gentle Guide v1 Command Center

System Health

Auto-Fixes This Week

Time Saved

Recent Auto-Fix Categories

Learning Progress

Auto-Fix History