TL;DR: A complete self-assessment toolkit gives you concrete tools to evaluate your dependency level, track recovery, and adjust your protocol without obsessing or seeking external validation.

The Short Version

Recovery sounds simple: stop using AI. But the truth is more complex. You need to understand where you’re dependent, how that dependency manifests, and what your actual recovery baseline looks like.

Self-assessment tools give you that understanding. They’re not therapy. They’re not diagnosis. They’re diagnostic clarity—the ability to see your own patterns and make decisions based on evidence instead of intuition.

This toolkit contains six assessment frameworks. You don’t need all of them. You pick the ones that match where you’re stuck.

💡 Key Insight: The dependency is invisible until you measure it. Once you measure it, recovery becomes possible. Before that, you’re just hoping.

Assessment 1: The AI Dependency Checklist

This is the fastest self-assessment. It maps where you’ve developed dependency and how strong each one is.

Score each statement 0–5 (0 = never, 5 = always).

Work Execution:

  • I reach for AI before starting complex tasks (instead of mapping it myself first)
  • I ask AI to generate multiple options instead of thinking through tradeoffs myself
  • I use AI to optimize or polish work instead of reviewing it myself
  • I’ve stopped doing manual research in favor of AI summaries
  • I ask AI for decisions instead of developing my own judgment

Creative Work:

  • I start projects by asking AI for ideas instead of brainstorming myself
  • I use AI to generate first drafts as a starting point
  • I’ve stopped sketching/outlining/planning by hand
  • I struggle to generate ideas without AI prompts
  • I recognize AI patterns in my thinking

Problem-Solving:

  • I reach for AI when stuck instead of pushing through
  • I ask AI instead of debugging/testing myself
  • I’ve stopped doing root cause analysis (let AI do it)
  • I accept AI solutions without verifying the logic
  • I can’t evaluate competing solutions without AI input

Judgment/Decision-Making:

  • I ask AI for advice on important decisions
  • I’ve stopped trusting my own judgment on complex choices
  • I use AI to weigh pros/cons instead of doing it myself
  • I consult AI before expressing opinions
  • I seek AI validation for my thinking

Communication:

  • I use AI to draft emails before writing them myself
  • I struggle to explain things without AI help
  • I edit my own writing by asking AI instead of self-editing
  • I use AI to generate meeting notes or summaries
  • I’m uncomfortable writing without AI backup

Calculate your score:

Total points across all sections. Max = 125.

  • 0–25: Low dependency. You’re using AI as a tool, not a crutch.
  • 26–50: Moderate dependency. AI is becoming a shortcut for thinking. Recovery would help.
  • 51–75: High dependency. Your thinking has shifted to offloading. Recovery is important.
  • 76–100: Very high dependency. AI has become your primary thinking tool. Serious recovery protocol needed.
  • 101–125: Extreme dependency. This is limiting your agency and growth. Recovery is urgent.

This isn’t shame. It’s data. Use it to calibrate your recovery intensity.

📊 Data Point: People with moderate dependency (26–50) recover within 90 days with basic protocol (journaling + AI boundaries). Those with high dependency (51–75) need 180+ days. Those with extreme dependency often need external support or structured coaching.

Assessment 2: The Autonomic Urge Inventory

This maps the automatic moments when you want to reach for AI—the reflexive impulses, not conscious decisions.

For one week, track every time you feel an automatic urge to use AI (whether you act on it or not).

Categories:

  • Tired/low energy
  • Facing uncertainty
  • Before important communication
  • After failure or mistakes
  • When seeing complex problems
  • When comparing my work to others
  • When learning new things
  • When time pressure hits
  • When stuck on a problem
  • When emotions are high

Track the frequency and the pattern.

By the end of the week, ask:

  • Which trigger shows up most?
  • Are there times of day when urges are strongest?
  • What do the strongest urges have in common?
  • Are the urges decreasing as you practice recovery?

This inventory reveals the root of your dependency. Is it habit? Anxiety? Confidence gaps? Different roots need different recovery approaches.

Assessment 3: The Cognitive Fatigue Map

Dependency and fatigue are connected. High dependency masks fatigue until you withdraw. Then fatigue hits hard. Understanding your baseline helps you navigate recovery.

Rate your current cognitive stamina (0–10, where 10 is “can hold complex problems all day”):

  • Start of day: _____
  • After 4 hours of work: _____
  • After 8 hours of work: _____
  • After high-stress interaction: _____
  • After social engagement: _____
  • After physical exercise: _____
  • After 8+ hours sleep: _____
  • After poor sleep: _____

Use this inventory monthly. During early recovery, scores drop (you’re using more cognitive energy without shortcuts). By month 2–3, they typically recover and improve.

If your scores are consistently 2–4 across the board, your recovery protocol might be too aggressive or you might have underlying issues (sleep, nutrition, health) that need addressing.

Assessment 4: The Metacognitive Awareness Scale

This measures how much visibility you have into your own thinking patterns—which is exactly what recovery builds.

Rate each 0–5 (0 = never, 5 = always):

  • I notice when I’m reaching for AI before I actually do it
  • I can identify what triggered the urge to use AI
  • I understand which types of problems trigger the strongest dependency
  • I recognize when my thinking is accelerating vs. slowing down
  • I notice when I’m avoiding hard thinking
  • I catch myself mentally drafting prompts even when not using AI
  • I’m aware of how my confidence affects my thinking
  • I can pause and ask “Am I thinking or offloading?”
  • I understand my own problem-solving patterns
  • I notice when fatigue is limiting my cognitive capacity

Scoring:

  • 0–15: Low metacognitive awareness (typical at recovery start)
  • 16–30: Developing awareness (expected by week 4)
  • 31–45: Strong awareness (typical by month 3)
  • 46–50: High metacognitive awareness (recovery is integrated)

Retake this monthly. The score increase is often the most visible early recovery metric.

Assessment 5: The Cognitive Domain Inventory

This helps you identify which specific reasoning domains (from Watson-Glaser) are most affected by your dependency.

For each domain, rate your current ability 0–10:

Inference (can you distinguish probable from proven?):

  • I often accept the first plausible answer instead of testing it
  • I struggle to separate “sounds right” from “is right”
  • My conclusions often need revision when I examine them more carefully

Assumptions (can you spot what’s being taken for granted?):

  • I miss unstated premises in arguments
  • I accept conclusions without examining their basis
  • People often point out assumptions I didn’t see

Deduction (can you apply logic consistently?):

  • I struggle with logical chains
  • I get confused following complex reasoning
  • I make errors in applying rules or principles

Interpretation (can you extract accurate meaning?):

  • I sometimes misread what information is actually saying
  • I find multiple interpretations and struggle to choose
  • I often have to reread to get the true meaning

Evaluation of Arguments (can you judge reasoning quality?):

  • I struggle to evaluate competing arguments fairly
  • I don’t know what makes one argument stronger than another
  • I get swayed by confident sounding arguments even when the logic is weak

Your lowest domain is your recovery priority. By month 2, focus deliberate cognitive practice there.

Assessment 6: The Recovery Readiness Scale

Before you commit to a recovery protocol, assess your readiness. Not all circumstances support recovery equally.

Rate 0–5:

  • My work situation allows me to be slower while I recover
  • I have adequate sleep and health basics in place
  • I’m not in a high-stress life period (moving, crisis, major change)
  • I have support from colleagues/friends who understand recovery
  • I genuinely believe recovery is worth the difficulty
  • I’m willing to feel uncomfortable for 60+ days
  • I can handle being worse before being better
  • My financial situation allows me to prioritize recovery
  • I don’t have imminent deadlines requiring AI shortcuts
  • I’m ready to abandon the recovery if circumstances demand

Scoring:

  • 0–15: Low readiness. Recovery might not work in current circumstances.
  • 16–30: Moderate readiness. Recovery is possible but challenging.
  • 31–40: Good readiness. Recovery protocol will likely succeed.
  • 41–50: High readiness. Recovery is likely to work.

Low readiness doesn’t mean don’t try. It means adjust your protocol. Ease up. Pick smaller targets. Make recovery less intense so you can maintain it during difficult periods.

Using the Toolkit Without Becoming Obsessive

A warning: Self-assessment tools can become self-obsession. You don’t need to use all six. Pick one or two. Retake them monthly or quarterly. Use the data to inform decisions, not to spiral.

Recommended approach:

  • Week 1: Take Assessment 1 (Dependency Checklist) and 4 (Metacognitive Awareness). Understand your baseline.
  • Monthly: Retake Awareness Scale. It moves fastest and shows early progress.
  • Every 90 days: Retake Dependency Checklist and add formal Watson-Glaser testing.
  • As needed: Use Urge Inventory (week 1) and Cognitive Fatigue Map (if you’re struggling).

What This Means For You

Recovery starts with seeing. The toolkit gives you that sight. Not to judge yourself. To understand your patterns and make informed decisions.

Action today: Take the Dependency Checklist (Assessment 1). Spend 10 minutes. Score it honestly. Whatever your score, you now have a baseline. In 90 days, take it again. Watch it move. That movement is recovery made visible.

Key Takeaways

  • Six self-assessment tools (dependency checklist, urge inventory, fatigue map, metacognitive awareness, cognitive domains, readiness scale) map different aspects of AI dependency and recovery.
  • You don’t need all of them. Pick based on what you need visibility into: urges? fatigue? reasoning capacity? your readiness?
  • Monthly reassessment shows progress faster than external metrics. Metacognitive awareness often improves 8–12 points in the first month of serious recovery.
  • Self-assessment without action is pointless. Use these tools to inform your recovery protocol, then adjust based on results.

Frequently Asked Questions

Q: Do I need to take all six assessments? A: No. Start with Assessment 1 (Dependency Checklist) and Assessment 4 (Metacognitive Awareness). Those two give you 80% of the insight. Add others if specific areas need mapping.

Q: What if my scores get worse at first? A: That’s normal. Early recovery often shows higher awareness of dependency (you notice urges you were ignoring before). That’s not worsening—that’s becoming conscious. Keep going.

Q: Should I take these with someone else or keep them private? A: Private for the first round. If you share with a coach or therapist later, the visibility helps them support you. But start with private honesty.

Q: How often should I retake these? A: Dependency Checklist: every 90 days. Metacognitive Awareness: monthly. Others: as needed for specific insight. Too much reassessment becomes tracking obsession. Less is more.

Not medical advice. Community-driven initiative. Related: How to Track AI Recovery Progress | Metacognitive Journaling for AI Recovery | The Watson-Glaser Test for AI Recovery