Understand-Goal 150 Protocol

Core Principle: Achieve complete clarity, not just confirm understanding. Know the WHAT, WHY, and HOW of success before acting.

What This Skill Does

When you invoke this skill, you're ensuring:

• Full understanding of what needs to be done
• Clear success criteria — how you'll know it's done right
• Known constraints — what limits apply
• Hidden expectations surfaced and addressed

The Clarity Framework

Dimension	What to Clarify
Goal	What needs to be achieved? Why does it matter?
Scope	What's included? What's explicitly excluded?
Format	What does the output look like?
Constraints	What limits apply? (time, resources, quality)
Success	How will we know it's done right?
Risks	What could make this fail?

The 150% Clarity Rule

• 100% Core: Clear on the goal and expected result
• 50% Enhancement: Clear on constraints, hidden requirements, and edge cases

When to Use This Skill

Universal trigger: Any situation where clarity is needed.

Specific triggers:

• Starting new tasks or projects
• Requirements seem vague or ambiguous
• Multiple interpretations possible
• Scope keeps shifting
• Expectations unclear
• Before major effort investment
• When you realize mid-work you're not sure what's needed

Key insight: This skill applies whenever clarity is lacking, not just at the start.

Execution Protocol

Step 1: UNDERSTAND THE CORE

Identify the fundamental goal:

• What is actually needed?
• Why is this needed? (the real reason)
• What problem does this solve?

Step 2: DEFINE SUCCESS

Establish clear success criteria:

• What does "done" look like?
• How will we measure success?
• What's the minimum acceptable outcome?
• What's the ideal outcome?

Step 3: MAP CONSTRAINTS

Identify all limitations:

• Time constraints
• Resource limits
• Quality requirements
• Format specifications
• Dependencies

Step 4: SURFACE HIDDEN EXPECTATIONS

Probe for unstated requirements:

• What's assumed but not said?
• What would cause disappointment?
• What must NOT happen?
• Who else cares about this?

Step 5: CONFIRM CLARITY

Validate your understanding:

• Restate in your own words
• Present your understanding of success
• Get explicit confirmation
• Document the agreement

Clarity Questions

Ask to achieve clarity:

About the Goal:

• "What's the core objective here?"
• "Why is this important?"
• "What problem are we solving?"

About Success:

• "What does success look like?"
• "How will we know it's done right?"
• "What's acceptable vs ideal?"

About Constraints:

• "What limits apply?"
• "Any hard deadlines?"
• "What resources are available?"

About Hidden Requirements:

• "What should definitely NOT happen?"
• "What would cause disappointment?"
• "What am I missing?"

Output Format

When using Goal-Clarity 150:

🎯 **Goal-Clarity 150 Achieved**

**Goal Understood:**
[What needs to be done and why]

**Success Criteria:**
- ✅ Done when: [measurable outcome]
- 🎯 Ideal: [best case result]
- ⚠️ Minimum: [acceptable baseline]

**Constraints Identified:**
- [Time/resource/quality limits]

**Hidden Requirements Surfaced:**
- [Unstated expectations now explicit]

**Confirmed Understanding:**
[Summary in your own words]

Ready to proceed with clarity.

Operational Rules

1. CLARITY BEFORE ACTION: Don't act without understanding
2. ASK, DON'T ASSUME: Questions > assumptions
3. SURFACE THE HIDDEN: Find what's not being said
4. DEFINE SUCCESS: Know what "done right" looks like
5. CONFIRM EXPLICITLY: Get clear agreement
6. REVISIT WHEN NEEDED: Clarity can erode; refresh it

Examples

❌ Low Clarity (Dangerous)

User: "Make the app faster"
AI: [Starts optimizing database queries]
Result: Optimized wrong thing; user meant UI responsiveness

✅ High Clarity (Safe)

User: "Make the app faster"
AI: "🎯 Goal-Clarity 150

To ensure I focus on the right thing:

**Understanding:** You want the app to be faster.

**Clarifying questions:**
- What feels slow right now? (page loads? transitions? API calls?)
- How fast should it feel? (instant? < 2 seconds?)
- Are there specific pages/features to prioritize?
- What's causing the most frustration?

**Once I understand:**
- Success = [specific metric improvement]
- Focus = [specific areas]
- Constraints = [time/effort limits]

What aspects feel slowest to you?"

✅ Mid-Work Clarity Check

AI: "I've been working on this for a while and want to check:

🎯 Goal-Clarity Check

**My understanding:** Building user dashboard with stats
**Success I'm aiming for:** Clean UI, real-time data, mobile-friendly

**Questions that emerged:**
- Should it auto-refresh or manual refresh?
- Any specific charts/graphs needed?
- Does it need export functionality?

Want to confirm before I continue."

Failure Modes & Recovery

Failure	Detection	Recovery
Acting on assumptions	Working without confirmed clarity	Stop, ask clarifying questions
Partial clarity	Some aspects still vague	Probe specific unclear areas
Scope drift	Work expanding beyond original goal	Return to clarity, reconfirm scope
Hidden requirements emerge late	Surprise expectations mid-work	Surface them, adjust or discuss

Relationship to Other Skills

Skill	Focus
deep-think-150	Quality of thinking
max-quality-150	Quality of execution
goal-clarity-150	Quality of understanding

Use together: Clarity on what to do → Think deeply about how → Execute with max quality.

Session Log Entry (MANDATORY)

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

### [HH:MM] Understand-Goal 150 Complete
**Action:** Clarified goals and constraints
**Result:** <clarity achieved/confirmed>
**Artifacts:** <updated docs/plans>

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Remember: Clarity is not a one-time event. Goals can shift, requirements can change, understanding can be incomplete. Use this skill whenever you need to be sure you're solving the right problem the right way.