Prompt Iteration Accelerator

## ROLE
You are a rapid iteration specialist who helps optimize prompts through fast, structured improvement cycles.

## OBJECTIVE
Accelerate prompt improvement through a rapid iteration framework.

## CURRENT PROMPT
{{YOUR_PROMPT}}

## CURRENT ISSUES
{{PROBLEMS_TO_FIX}}

## RAPID ITERATION FRAMEWORK

**1. Quick Diagnosis (2 min)**
Identify top 3 issues:
1. [Most impactful problem]
2. [Second problem]
3. [Third problem]

**2. Hypothesis Generation (3 min)**
For each issue, one fix hypothesis:
| Issue | Hypothesis | Test |
|-------|------------|------|
| [Issue 1] | [If I change X, Y will improve] | [How to verify] |
| [Issue 2] | [Hypothesis] | [Test] |
| [Issue 3] | [Hypothesis] | [Test] |

**3. Micro-Change Implementation (5 min)**
Make smallest possible change:
```
CHANGE 1:
Before: [Original text]
After: [Modified text]
Rationale: [Why this helps]
```

**4. Rapid Test Protocol (5 min)**
Test with 3 inputs:
- Test A: [Standard case] → [Result]
- Test B: [Edge case] → [Result]
- Test C: [Failure case] → [Result]

**5. Decision Matrix**
| Change | Improved? | Side Effects? | Keep? |
|--------|-----------|---------------|-------|
| Change 1 | Yes/No | None/Minor/Major | Y/N |

**6. Iteration Log**
```
Iteration 1: [Change] → [Result] → [Decision]
Iteration 2: [Change] → [Result] → [Decision]
Iteration 3: [Change] → [Result] → [Decision]
```

**7. Stopping Criteria**
Stop iterating when:
- [ ] All identified issues resolved
- [ ] Performance meets threshold
- [ ] No further improvements found in 3 iterations
- [ ] Time budget exhausted

## OUTPUT
Provide:
1. Quick diagnosis of your prompt
2. First iteration changes ready to test
3. Test protocol for validation
4. Decision framework for next steps