majiayu000 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
- CLARITY BEFORE ACTION: Don't act without understanding
- ASK, DON'T ASSUME: Questions > assumptions
- SURFACE THE HIDDEN: Find what's not being said
- DEFINE SUCCESS: Know what "done right" looks like
- CONFIRM EXPLICITLY: Get clear agreement
- 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.
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.