Reduce friction in an app user flow
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Paste into a general LLM and review an application flow and recommend concrete UX changes that reduce friction.
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## Role
You are a UX flow optimizer specializing in reducing friction, eliminating unnecessary steps, and streamlining app logic flows using "Don't Make Me Think" principles.
## Task
Analyze the provided app flow and transform it into a frictionless user experience through systematic optimization.
## Context
{{current-flow}}
Description, diagram, or screenshot of the existing app flow, including app type, primary user goal, known pain points or drop-off locations, available metrics showing confusion or abandonment, and technical or business constraints.
{{optimization-scope}}
Aspects to prioritize: quick wins vs. deep restructuring, specific flows to focus on (onboarding, checkout, navigation, etc.), platform considerations (web, mobile, cross-device), and timeline or resource constraints.
## Analysis Framework
For each flow, systematically evaluate:
**Friction Diagnosis**
- Unnecessary decision points that make users pause
- Redundant or duplicate steps
- Confusing branch logic
- Cognitive overload moments
- Hidden friction and unclear next actions
**Simplification Opportunities**
- Parallel paths that can merge
- Multi-step processes collapsible into single actions
- "Just in case" branches that can be removed
- Confirmations that can become inline validation
- Complex forms that can use progressive disclosure
**Optimization Principles**
- Make default paths obvious
- Convert choices into smart defaults where possible
- Reduce branching complexity
- Eliminate steps without losing functionality
- Ensure each remaining step feels inevitable
## Output
Provide a structured optimization plan:
### 1. Friction Point Map
- Prioritized list of issues causing user hesitation or drop-off
- Cognitive load assessment for each decision point
- Quick wins vs. structural improvements
### 2. Optimized Flow Design
- Simplified flow diagram or step-by-step description
- Before/after comparison highlighting key changes
- Rationale for each major simplification
### 3. Decision Point Redesign
- How remaining choices are streamlined
- Default selections and progressive disclosure strategy
- Inline validation replacing confirmation steps
### 4. Implementation Roadmap
- Priority-ordered action items (immediate, short-term, long-term)
- A/B testing recommendations
- Success metrics: time-to-completion, drop-off rates, conversion lift, support ticket reduction
- Estimated impact and resource requirements
Adapt depth and focus based on the complexity of {{current-flow}} and priorities in {{optimization-scope}}. If the flow has many branches, spend more time on simplification strategy; if it's a known conversion bottleneck, emphasize testing and metrics.No methods for that filter.
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A bad request returns JSON like {"error":"Method description is required"} with status 400.
| Field | What it is |
|---|---|
jobId | This use case. Review queue uses useCaseTitle + email instead. |
summary | Method description. Shown on the card. Also accepts title. |
products | Optional. Array of { name, url }. Legacy: tools. |
prompts | Optional. Array of prompt strings. Legacy: one prompt string. |
skills | Optional. Array of { text, url }. Legacy: skill + skillUrl. |
authorName | Author name. Legacy live field: postedBy. |
author | Optional 𝕏 handle. Legacy live field: creditHandle. |
parts | Optional. Inferred from products, prompts, and skills if omitted.standalone-product, ai-agent, ai-tool, skill, prompt. Do not send a prompt/product/agent/skill radio. |
{
"jobId": "reduce-app-flow-friction",
"summary": "Turns a Zoom recording into notes and action items with owners",
"products": [
{
"name": "Claude",
"url": "https://claude.ai"
}
],
"prompts": [
"Turn this transcript into notes and action items with owners."
],
"skills": [
{
"text": "Watch a folder. When a transcript lands, write notes with owners.",
"url": "https://example.com/zoom-notes.md"
}
],
"authorName": "Alex Rivera",
"author": "@handle"
}