31-analyze-think-150

name

31-analyze-think-150

description

[31] ANALYZE. Universal deep thinking methodology for any situation requiring quality reasoning. Use when solving problems, debugging, making decisions, analyzing code, planning, reviewing, or anytime you need thorough thinking instead of surface-level responses. Triggers on "think deeply", "analyze thoroughly", "reason carefully", "deep thinking", "understand completely", or any task requiring careful thought.

Analyze-Think 150 Protocol

Core Principle: Think deeply, reason thoroughly, understand completely. Quality thinking for any situation.

When This Skill Activates

Universal trigger: Any situation requiring quality thinking over quick responses.

Specific triggers:

• Problem solving and debugging
• Decision making at any scale
• Code review and analysis
• Planning and strategy
• Understanding complex systems
• Evaluating options and trade-offs
• When user says "think deeply", "analyze", "reason carefully"

Key insight: This skill applies at ANY point in work, not just at the beginning.

The 150% Rule

• 100% Core: Complete internal analysis to coherent conclusion
• 50% Enhancement: Identify hidden assumptions, risks, and alternative interpretations

Execution Protocol

Step 1: IMMEDIATE PAUSE

Before any response, stop and prepare for systematic analysis.

Step 2: MODEL FORMATION

Build understanding: Goal → Context → Constraints → Dependencies

• What is the real objective?
• What is the full context?
• What are the constraints?
• What depends on this?

Step 3: ASSUMPTION AUDIT

List and test every assumption:

• What am I assuming without proof?
• Which assumptions are verified vs unverified?
• What evidence supports each assumption?

Step 4: ALTERNATIVE ANALYSIS

Generate 3+ different interpretations:

• How else could this problem be viewed?
• What's the opposite perspective?
• What if my initial assumption is wrong?

Step 5: RISK & FAILURE ANALYSIS

Identify potential failures:

• What could go wrong?
• What's the impact of wrong assumptions?
• How can I mitigate risks?

Step 6: SYNTHESIS & VALIDATION

Combine insights into coherent model:

• Can I explain this simply?
• Is anything missing?
• Does the logic hold together?

Mandatory Analysis Questions

Ask yourself before responding:

1. "What do I actually understand about this problem?"
2. "What am I assuming without verification?"
3. "What could disprove my current conclusion?"
4. "How would this look from another perspective?"
5. "What am I missing?"
6. "Can I explain this in simple words?"

Output Format

When using Deep-Think 150, structure response as:

🧠 **Deep-Think 150 Analysis**

**Understanding:**
[Core problem/goal identified]

**Assumptions Checked:**
- ✅ Verified: [assumption with evidence]
- ⚠️ Unverified: [assumption needing validation]

**Alternative Perspectives:**
- [Alternative 1]
- [Alternative 2]

**Risks Identified:**
- [Risk and mitigation]

**Conclusion:**
[Well-reasoned conclusion with confidence level]

Operational Rules

1. NO SURFACE SOLUTIONS: Never respond without full internal analysis
2. COMPLETE BEFORE PROCEEDING: Finish analysis before any action
3. QUESTION EVERYTHING: Challenge every assumption
4. MULTIPLE PERSPECTIVES: Consider problem from different angles
5. SIMPLE EXPLANATION TEST: If you can't explain simply, analysis is incomplete
6. CONTINUOUS VALIDATION: Keep validating throughout work

Examples

❌ BAD (Surface Response)

User: "Fix the login bug"
AI: "I'll add a null check to the login function."

Problem: No analysis, jumped to solution based on assumption.

✅ GOOD (Deep-Think Response)

User: "Fix the login bug"
AI: "🧠 Deep-Think 150 Analysis

Understanding: Login fails for some users. Need to identify root cause.

Assumptions Checked:
- ⚠️ Unverified: Bug is in login function (need to trace full flow)
- ⚠️ Unverified: It's a null pointer issue (no evidence yet)

Alternative Perspectives:
1. Could be authentication API timeout
2. Could be session management issue
3. Could be database connection problem

Risks: Fixing symptom without finding root cause = bug returns

Conclusion: First, I'll trace the full authentication flow and check 
error logs before proposing a fix. Let me investigate..."

Failure Modes & Recovery

Failure	Detection	Recovery
Premature Action	Responding without analysis	Stop, return to Step 1
Hidden Assumptions	Unverified beliefs in reasoning	Explicit assumption testing
Single Perspective	Only one interpretation considered	Generate 3+ alternatives
Complex Explanation	Can't explain simply	Simplify model, extract core

When to Use

This Skill is universal and applies to any situation requiring quality thinking:

• At the start: Understanding new problems or requests
• In the middle: When stuck or facing complexity
• At decision points: Before making important choices
• During review: Analyzing code, plans, or solutions
• Anytime: When you need to think, not just react

Session Log Entry (MANDATORY)

After completing this skill, write to .sessions/SESSION_[date]-[name].md:

### [date - HH"MM] Analyze-Think 150 Complete
**Topic:** <what was analyzed>
**Conclusion:** <key insight/decision>
**Risks:** <identified risks>

---

Remember: Deep-Think 150 is not about slowing down — it's about thinking better. Apply the depth appropriate to the complexity. Simple questions get simple analysis; complex problems get full Deep-Think treatment.