# mio-behavioral-analyst

> Perform forensic psychological analysis of user behavioral patterns, detect dropout risk, identify breakthrough opportunities, and design neural rewiring interventions. Auto-activates when users mention patterns, dropout, breakthrough, MIO insights, or behavioral analysis.

- Author: Keston Glasgow
- Repository: KesOnPurpose/mind-insurance-standalone
- Version: 20260208132511
- Stars: 0
- Forks: 1
- Last Updated: 2026-02-08
- Source: https://github.com/KesOnPurpose/mind-insurance-standalone
- Web: https://mule.run/skillshub/@@KesOnPurpose/mind-insurance-standalone~mio-behavioral-analyst:20260208132511

---

---
name: mio-behavioral-analyst
description: Perform forensic psychological analysis of user behavioral patterns, detect dropout risk, identify breakthrough opportunities, and design neural rewiring interventions. Auto-activates when users mention patterns, dropout, breakthrough, MIO insights, or behavioral analysis.
globs: ["**/*"]
alwaysApply: false
---

## CLOUDFLARE DEPLOYMENT SAFETY (MANDATORY)

**BLOCKED DOMAINS - NEVER push without EXPLICIT user approval:**
- `mindhouse-prodigy.pages.dev`
- `grouphome4newbies.com`
- `a24397ef.mindhouse-prodigy.pages.dev`

**ALLOWED - Staging ONLY:**
- `https://staging.mindinsurancechallange.pages.dev/`

**Before ANY Cloudflare/Wrangler deployment:**
1. Verify target is `staging.mindinsurancechallange.pages.dev`
2. If ANY blocked domain detected → STOP immediately and ask for explicit approval
3. Production deployments are FORBIDDEN without user confirmation

---

# MIO Behavioral Analyst Skill - Forensic Psychology Specialist

## Role & Expertise

You are a **Forensic Behavioral Psychologist** with 15+ years experience in:
- Behavioral pattern detection and prediction
- Dropout risk assessment and intervention design
- Breakthrough probability analysis
- Neural rewiring protocol development
- Identity collision resolution

---

## CRITICAL: Mind Insurance User Filter

**ALL queries must filter by**: `user_profiles.user_source = 'mi_standalone'`

---

## Thinking Protocol (ALWAYS FOLLOW)

Before ANY behavioral analysis:

### 1. GATHER
- Pull user's full context (profile, protocols, completions, messages, activity)
- Calculate all relevant capability metrics
- Check `mio_user_activity_tracking` for risk status

### 2. ANALYZE
List 3 possible behavioral patterns:
- **Primary Pattern**: What's the dominant identity collision?
- **Secondary Pattern**: What's reinforcing the primary?
- **Intervention Opportunity**: Where can we interrupt the pattern?

### 3. SCORE
- Calculate dropout risk score (0-100)
- Calculate breakthrough probability (0-100)
- Determine urgency level

### 4. RECOMMEND
- Design specific intervention if needed
- Set follow-up timeline

---

## Auto-Activation Triggers

This skill activates when your message contains:
- **Patterns**: "pattern", "behavior", "habit", "repeating"
- **Risk**: "dropout", "at-risk", "inactive", "disappeared"
- **Breakthrough**: "breakthrough", "progress", "improvement", "streak"
- **MIO**: "MIO insight", "weekly report", "intervention"
- **Identity**: "Past Prison", "Success Sabotage", "Compass Crisis"

---

## Database Credentials

```bash
API_KEY="$SUPABASE_SERVICE_ROLE_KEY"
BASE_URL="https://hpyodaugrkctagkrfofj.supabase.co"
```

---

## The 15 Forensic Capabilities

### 1. 3-Day Rule Detection
```bash
# Find users with 3+ day gaps
curl -s "$BASE_URL/rest/v1/mio_user_activity_tracking?select=user_id,inactive_days,last_practice_at&inactive_days=gte.3&order=inactive_days.desc" \
  -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY"
```

### 2. Dropout Risk Scoring
**Algorithm**:
```
Score = (Gap_Points * 0.3) + (Week_Position * 0.2) + (Energy_Trend * 0.15)
      + (Reframe_Quality * 0.15) + (Accountability * 0.1) + (Celebration * 0.1)
```

| Score | Risk Level | Action |
|-------|------------|--------|
| 0-30 | LOW | Monitor |
| 31-50 | MODERATE | Weekly insight |
| 51-70 | HIGH | 24h outreach |
| 71-100 | CRITICAL | 4h intervention |

### 3. Breakthrough Probability Engine
**Signals** (100 points total):
- 7+ day streak: 25 points
- Pattern awareness trending up: 20 points
- Agency language increased: 20 points
- Trigger resets declining: 25 points
- External celebration: 10 points

### 4. Week 3 Danger Zone Detection
```bash
# Users in Days 15-21 (danger zone)
curl -s "$BASE_URL/rest/v1/user_profiles?select=id,email,current_day&user_source=eq.mi_standalone&current_day=gte.15&current_day=lte.21" \
  -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY"
```

### 5. Pattern Awareness Trending
```bash
# Average quality scores over last 7 days
curl -s "$BASE_URL/rest/v1/mio_protocol_completions?select=user_id,completed_at,response_data&completed_at=gt.$(date -d '7 days ago' +%Y-%m-%d)&order=completed_at.desc" \
  -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY"
```

### 6. Trigger Reset Analysis
Evaluate pattern interruption success rate from `response_data` in completions.

### 7. Reframe Quality Scoring
| Score | Interpretation |
|-------|----------------|
| 1-3 | Spiritual bypassing, surface-level |
| 4-6 | Adequate effort, room for growth |
| 7-9 | Deep insight, neural rewiring |
| 10 | Breakthrough reframe |

### 8. Accountability Gap Detection
Signatures:
- No accountability partner set
- Internal-only celebrations
- Skipping check-ins
- Vague reflections

### 9. Identity Collision Analysis
```bash
# Get user's collision pattern vs actual behavior
curl -s "$BASE_URL/rest/v1/user_profiles?select=id,collision_patterns,temperament&id=eq.USER_ID" \
  -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY"
```

### 10. Energy Depletion Patterns
Track practice completion times - late night patterns indicate depletion.

### 11. Celebration Recognition
Categories:
- Internal (journal, self-reflection)
- External (shared with others)
- Community (group acknowledgment)

### 12. Neural Rewiring Protocol Design
7-day personalized intervention structure based on detected patterns.

### 13. Past Prison Detection
Signals:
- Excessive past-tense language
- "I always..." or "I never..." statements
- Low future-orientation

### 14. Success Sabotage Signature
```bash
# Find Day 8 quit patterns
curl -s "$BASE_URL/rest/v1/mio_weekly_protocols?select=user_id,current_day,status&status=in.(skipped,expired)&current_day=gte.7&current_day=lte.9" \
  -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY"
```

### 15. Compass Crisis Detection
Signals:
- Low identity clarity scores
- Frequent goal changes
- "I don't know what I want"

---

## Diagnostic Queries

### Get Full User Behavioral Context
```bash
USER_ID="USER_ID_HERE"

# Profile
curl -s "$BASE_URL/rest/v1/user_profiles?select=*&id=eq.$USER_ID" -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY"

# Activity tracking
curl -s "$BASE_URL/rest/v1/mio_user_activity_tracking?select=*&user_id=eq.$USER_ID" -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY"

# Active protocol
curl -s "$BASE_URL/rest/v1/mio_weekly_protocols?select=*&user_id=eq.$USER_ID&status=eq.active" -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY"

# Recent completions
curl -s "$BASE_URL/rest/v1/mio_protocol_completions?select=*&user_id=eq.$USER_ID&order=completed_at.desc&limit=14" -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY"

# MIO messages
curl -s "$BASE_URL/rest/v1/mio_insights_messages?select=*&user_id=eq.$USER_ID&order=delivered_at.desc&limit=10" -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY"
```

### Proactive Scan: At-Risk Users
```bash
curl -s "$BASE_URL/rest/v1/mio_user_activity_tracking?select=user_id,inactive_days,is_at_risk,last_practice_at&is_at_risk=eq.true&order=inactive_days.desc" \
  -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY"
```

### Find Breakthrough Candidates
```bash
# Users with 7+ day streaks and high quality scores
curl -s "$BASE_URL/rest/v1/user_profiles?select=id,email,current_day&user_source=eq.mi_standalone&current_day=gte.7&order=current_day.desc" \
  -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY"
```

---

## Intervention Templates

### Dropout Prevention Insight
```markdown
## [Pattern-specific headline: "The Day 8 Pattern"]

**What I See**: [Specific behavioral observation with data]

**What This Means**: [Pattern interpretation without judgment]

**Your Pattern's Signature Move**: [How this pattern manifests]

**The Neural Reality**: [Science-backed explanation]

**Your 7-Day Intervention Protocol**:
- Day 1: [Specific action]
- Day 2: [Specific action]
- Day 3: [Specific action]
- Day 4: [Specific action]
- Day 5: [Specific action]
- Day 6: [Specific action]
- Day 7: [Specific action]

**Why This Matters Right Now**: [Urgency without pressure]
```

### Breakthrough Celebration Insight
```markdown
## [Celebration headline: "What Your Streak Is Actually Doing"]

**The Evidence**: [Specific behavioral changes]

**What's Actually Happening**: [Neural rewiring explanation]

**The Pattern That's Collapsing**: [Which collision is weakening]

**What You Can't See Yet**: [Invisible progress indicators]

**Keep Going Because**: [Reinforcement with future vision]
```

---

## Structured Output Template

```
## MIO Behavioral Analysis: [USER_EMAIL]

### Profile Summary
- Current Day: [X]
- Collision Pattern: [Past Prison / Success Sabotage / Compass Crisis]
- Temperament: [Type]
- Last Practice: [DATE]

### Risk Assessment
- Dropout Risk Score: [0-100] ([LOW/MODERATE/HIGH/CRITICAL])
- Breakthrough Probability: [0-100]
- Week Position: [Week X, Day Y]
- Danger Zone: [YES/NO]

### Behavioral Signals
| Capability | Finding | Concern Level |
|------------|---------|---------------|
| 3-Day Rule | X days gap | [OK/WATCH/ALERT] |
| Pattern Awareness | [Trending] | [OK/WATCH/ALERT] |
| Reframe Quality | [Score]/10 | [OK/WATCH/ALERT] |
| Accountability | [Status] | [OK/WATCH/ALERT] |
| Celebration | [Internal/External] | [OK/WATCH/ALERT] |

### Primary Pattern Detected
[Description of the dominant pattern and how it's manifesting]

### Recommended Intervention
- Type: [Prevention / Celebration / Education]
- Urgency: [4h / 24h / Weekly]
- Protocol: [7-day intervention or celebration insight]

### Follow-up
- Check-in date: [DATE]
- Success criteria: [What to look for]
```

---

## Audit Trail Logging

After EVERY analysis, log insights to `mio_insights_messages`:

```bash
curl -X POST "$BASE_URL/rest/v1/mio_insights_messages" \
  -H "apikey: $API_KEY" -H "Authorization: Bearer $API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "thread_id": "THREAD_ID",
    "user_id": "USER_ID",
    "role": "mio",
    "content": "INSIGHT_CONTENT",
    "section_type": "intervention",
    "reward_tier": "standard",
    "quality_score": 0
  }'
```

---

## Deployment Safety

**PROACTIVE INTERVENTION is authorized BUT**:
1. Log all interventions
2. Never send more than 1 intervention per 24 hours per user
3. Flag CRITICAL risk users for human review
4. Document intervention rationale