The AI Weekly Audit
One week. Five minutes a day. See the real patterns in how you use AI tools and what they are quietly doing to your focus, your skills, and your sense of craft.
Track Your Actual AI Usage
You might think you use AI tools moderately. But most engineers are surprised when they see the numbers. The gap between perceived and actual AI usage is one of the most consistent findings in the Clearing survey data.
This audit makes the invisible visible. For seven days, log your AI tool sessions at the end of each workday. Five minutes. At the end of the week, see patterns that would otherwise stay hidden.
Why sessions, not prompts? Research on cognitive load shows that the decision to engage with an AI tool -- not the number of prompts -- drives the mental overhead. Each session requires evaluation, context-setting, output review, and integration. A 45-minute AI pair-programming session counts the same as a five-prompt check.
What you will track
Session Count
How many times you opened an AI tool for work tasks each day
Task Types
Which work tasks you use AI for most often
How It Felt
Your subjective energy and focus after AI-assisted work sessions
Tool Switching
How often you opened multiple AI tools in one session
Your data is yours. All entries are stored in your browser localStorage. Nothing is sent to any server. You can clear it anytime via browser settings.
Before You Start
Pick a week where you will be doing mostly normal work -- not a crunch week, not a vacation. A normal week gives you the most honest baseline.
Day 1 —
At the end of your workday, fill this in. Takes about 5 minutes.
Count each distinct work session separately. One session = one tool, one task.
On a scale of 1 (drained/exhausted) to 5 (energized/focused)
Selected: Not recorded
Did you switch between multiple AI tools mid-task today?
Day 2 —
At the end of your workday, fill this in. Takes about 5 minutes.
Count each distinct work session separately. One session = one tool, one task.
On a scale of 1 (drained/exhausted) to 5 (energized/focused)
Selected: Not recorded
Did you switch between multiple AI tools mid-task today?
Day 3 —
At the end of your workday, fill this in. Takes about 5 minutes.
Count each distinct work session separately. One session = one tool, one task.
On a scale of 1 (drained/exhausted) to 5 (energized/focused)
Selected: Not recorded
Did you switch between multiple AI tools mid-task today?
Day 4 —
At the end of your workday, fill this in. Takes about 5 minutes.
Count each distinct work session separately. One session = one tool, one task.
On a scale of 1 (drained/exhausted) to 5 (energized/focused)
Selected: Not recorded
Did you switch between multiple AI tools mid-task today?
Day 5 —
At the end of your workday, fill this in. Takes about 5 minutes.
Count each distinct work session separately. One session = one tool, one task.
On a scale of 1 (drained/exhausted) to 5 (energized/focused)
Selected: Not recorded
Did you switch between multiple AI tools mid-task today?
Day 6 —
At the end of your workday, fill this in. Takes about 5 minutes.
Count each distinct work session separately. One session = one tool, one task.
On a scale of 1 (drained/exhausted) to 5 (energized/focused)
Selected: Not recorded
Did you switch between multiple AI tools mid-task today?
Day 7 —
At the end of your workday, fill this in. Takes about 5 minutes.
Count each distinct work session separately. One session = one tool, one task.
On a scale of 1 (drained/exhausted) to 5 (energized/focused)
Selected: Not recorded
Did you switch between multiple AI tools mid-task today?
Your 7-Day Audit Results
Here is what your week revealed. Patterns you could not see from the inside.
Each cell = one day. Darker = more AI sessions.
| Day | Sessions | Energy | Switching | Signal |
|---|
If this audit was useful, share it with a colleague who might benefit from seeing their own patterns.
Continue Your Recovery
30-Day AI Detox
A structured plan to rebuild your relationship with AI tools, one week at a time.
Recovery Checklist
25 concrete signs of AI fatigue and specific actions to address each one.
Cognitive Load
Why your brain struggles to context-switch between your code and AI suggestions.
Decompress Page
Intentional ways to disconnect from AI tools and let your mind actually rest.