heuristic-evaluation（启发式评估）

Heuristic Evaluation

Systematic usability review using established principles.

When to Trigger

• User shares a screenshot, mockup, or prototype
• User asks for design feedback or review
• User asks "what's wrong with this"
• User wants to improve an interface
• Before shipping user-facing changes

Quick Start

1. Ask user to share the interface (screenshot, URL, or description)
2. Ask: "Any specific flows or areas of concern?"
3. Run evaluation using Nielsen's 10 (default) or requested framework

Core Workflow

Heuristic Evaluation Progress:
- [ ] Step 1: Capture interface context
- [ ] Step 2: Select evaluation framework
- [ ] Step 3: Evaluate against each heuristic
- [ ] Step 4: Score severity of issues
- [ ] Step 5: Prioritize recommendations

Step 1: Capture Context

Before evaluating, understand:

• What is this? (App type, purpose)
• Who uses it? (Target users, expertise level)
• What task? (Primary user flow being evaluated)

If not provided, ask: "What are users trying to accomplish here?"

Step 2: Select Framework

Default: Nielsen's 10 Usability Heuristics

Alternatives (if user requests or context suggests):

• Shneiderman's 8 Golden Rules — for interaction-heavy interfaces
• Cognitive Walkthrough — for first-time user experience
• Custom rubric — if user provides one

See references/frameworks.md for full framework details.

Step 3: Nielsen's 10 Evaluation

For each heuristic, identify violations:

Step 4: Score Severity

Rate each issue found:

Scoring factors:

• Frequency: How often does user encounter this?
• Impact: How much does it block the task?
• Persistence: Can users work around it?

Step 5: Prioritize Output

Rank issues by: Severity × Frequency

Group into:

1. Fix immediately (Severity 4, or Severity 3 + high frequency)
2. Fix soon (Severity 3, or Severity 2 + high frequency)
3. Fix later (Severity 1-2, low frequency)

Output Template

Automatically save the output to design/08-heuristic-evaluation.md using the Write tool while presenting it to the user.

## Heuristic Evaluation: [Interface Name]

**Evaluated**: [Date]
**Framework**: Nielsen's 10 Usability Heuristics
**Scope**: [Specific flow or screens evaluated]

### Summary
- Critical issues: [count]
- Major issues: [count]
- Minor issues: [count]

### Critical Issues (Fix Immediately)

#### Issue 1: [Brief description]
- **Heuristic violated**: #[number] — [name]
- **Location**: [Where in the interface]
- **Problem**: [What's wrong]
- **Impact**: [How it affects users]
- **Recommendation**: [How to fix]
- **Severity**: [0-4]

[Repeat for each critical issue]

### Major Issues (Fix Soon)
[Same format]

### Minor Issues (Fix Later)
[Same format, can be condensed to a table]

### Strengths Observed
- [What the interface does well]

### Next Steps
1. [Prioritized action]
2. [Prioritized action]

Adaptive Behavior

If user provides a screenshot:

• Analyze visually
• Call out specific elements by location
• Be concrete: "The save button in the top right..." not "buttons should..."

If user describes interface:

• Ask clarifying questions before evaluating
• Focus on described pain points first

If user is designer:

• Skip heuristic definitions
• Use shorthand: "H4 violation" instead of explaining consistency

If user is developer:

• Include implementation-aware suggestions
• Note which fixes are quick wins vs architectural changes

Handoff

After presenting the evaluation, suggest:

"Use this report to prioritize fixes. Want me to help refine any screens based on these findings?"

Note: File is automatically saved to design/08-heuristic-evaluation.md for reference.

Integration Points

Works well with:

• assumption-mapping — before building, question if the design addresses real needs
• critique — for broader feedback beyond usability
• accessibility-audit — for WCAG-specific evaluation

References

• references/frameworks.md — Full heuristic definitions and alternatives
• references/examples.md — Sample evaluations