/idea-generator
Brainstorm and rank iOS/macOS app ideas tailored to developer skills. Use when user says "what should I build", "give me app ideas", "I don't know what to build", "brainstorm app ideas", or "help me find an app idea".
$ npx -y skills add rshankras/claude-code-apple-skills --skill idea-generator --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/idea-generator
Context preview
The summary Claude sees to decide when to auto-load this skill.
Brainstorm and rank iOS/macOS app ideas tailored to developer skills. Use when user says "what should I build", "give me app ideas", "I don't know what to build", "brainstorm app ideas", or "help me find an app idea".
SKILL.md
idea-generator.SKILL.mdname: idea-generator
description: Brainstorm and rank iOS/macOS app ideas tailored to developer skills. Use when user says "what should I build", "give me app ideas", "I don't know what to build", "brainstorm app ideas", or "help me find an app idea".
allowed-tools: [Read, Write, WebSearch, WebFetch, AskUserQuestion]
last_verified: 2026-07-16
review_by: 2027-06-22
os_version: iOS 27 / macOS 27
Idea Generator Skill
Generates a ranked shortlist of 3-5 app ideas tailored to the developer's skills, interests, and constraints. Output is formatted to feed directly into the product-agent skill for validation.
When This Skill Activates
Use this skill when the user:
- Doesn't have an app idea yet
- Says "what should I build?" or "I don't know what to build"
- Wants to brainstorm app ideas
- Is stuck after a previous idea was rejected or abandoned
- Wants to explore what's possible with a specific technology (e.g., "what can I build with Foundation Models?")
- Wants inspiration based on their skills or domain expertise
- Asks for a brainstorm session
**Already has a specific idea?** Skip this skill. Use the product-agent skill instead.
What This Skill Does
1. Developer Profile Elicitation
Gathers context about the developer to personalize ideas:
- **Technical skills** — Languages, frameworks, platforms (Swift, SwiftUI, UIKit, CloudKit, etc.)
- **Domain interests** — Health, finance, productivity, education, creativity, etc.
- **Platform preference** — iOS, macOS, iPadOS, watchOS, visionOS, or multi-platform
- **Time availability** — Side project (5-10 hrs/week), full-time, weekend hack
- **Constraints** — Budget, backend experience, design skills, existing audience
2. Five Brainstorming Lenses
Each lens generates 5-8 raw ideas. Lenses are applied in order:
1. **Skills & Interests** — What can you uniquely build given what you know? 2. **Problem-First** — What took 30 seconds today that should take 5? What's annoying? 3. **Technology-First** — Which Apple frameworks have few indie apps? (Foundation Models, ActivityKit, WidgetKit, VisionKit, WeatherKit, MapKit) 4. **Market Gap** — Where are App Store categories underserved, stale, or overpriced? 5. **Trend-Based** — What macro trends create new app opportunities? (AI-native, privacy-first, health/wellness, single-use utilities, Apple Silicon productivity)
3. Feasibility Filtering
Each raw idea is evaluated against five filters:
| Filter | Question | |--------|----------| | Solo Dev Scope | Can one developer ship an MVP in 4-8 weeks? | | Platform API Fit | Does this leverage Apple platform APIs well? | | Monetization Viability | Is there a clear path to revenue? | | Competition Density | How crowded is this space? | | Technical Complexity | Does the developer have the skills to build this? |
4. Scoring and Ranking
Each surviving idea is scored across five dimensions:
| Dimension | WEAK (1-2) | MODERATE (3-5) | STRONG (6-8) | EXCELLENT (9-10) | |-----------|------------|----------------|--------------|------------------| | Solo Dev Scope | 6+ months | 3-6 months | 4-8 weeks | 2-4 weeks | | Platform API Fit | Generic/cross-platform | Some native APIs | Good platform integration | Deep Apple API usage | | Monetization | Unclear model | Ad-supported or low ARPU | Subscription viable | Premium pricing justified | | Competition | Dominated by incumbents | Crowded but fragmented | Few quality options | Blue ocean | | Technical Fit | Major skill gaps | Some learning needed | Good skill match | Perfect skill match |
**Overall Score** = weighted average on 1-10 scale (Solo Dev Scope and Technical Fit weighted 1.5x).
5. Shortlist Output
Final output is a ranked list of 3-5 ideas, each with:
- One-liner description
- Which lens generated it
- Problem statement and target user
- Feasibility scores
- Monetization model
- MVP scope estimate
- `next_step` description for feeding the idea into the product-agent skill
Output Structure
{
"developer_profile": {
"skills": ["Swift", "SwiftUI", "HealthKit", "Core Motion"],
"interests": ["fitness", "wearables", "data visualization"],
"platform": "iOS + watchOS",
"time_availability": "side project (10 hrs/week)",
"constraints": ["no backend experience", "solo developer"]
},
"brainstorm_lenses_used": [
"skills_and_interests",
"problem_first",
"technology_first",
"market_gap",
"trend_based"
],
"shortlist": [
{
"rank": 1,
"idea": "Workout Recovery Timer",
"lens": "skills_and_interests",
"one_liner": "Apple Watch app that tracks heart rate recovery between sets and suggests optimal rest periods",
"platform": "watchOS + iOS companion",
"problem_statement": "Gym-goers either rest too long (wasting time) or too short (risking injury). No app uses real-time HR data to personalize rest periods.",
"target_user": "Regular gym-goers who wear Apple Watch during workouts",
"feasibility": {
"solo_dev_scope": "STRONG (6 weeks — HealthKit + WatchKit + simple UI)",
"platform_api_fit": "EXCELLENT (HealthKit, WorkoutKit, Live Activities)",
"monetization_viability": "STRONG (subscription $3.99/mo — fitness users pay for tools)",
"competition_density": "STRONG (few apps focus specifically on HR-based rest timing)",
"technical_fit": "EXCELLENT (matches HealthKit + Core Motion skills)"
},
"overall_score": 8.4,
"monetization_model": "Freemium — free with 3 workouts/week, $3.99/mo unlimited + insights",
"competition_notes": "Strong Timer+ and Intervals Pro exist but focus on pre-set timers, not adaptive HR-based rest",
"mvp_scope": "Watch app with HR monitoring during rest, vibration alert when ready, basic iOS companion for history",
"next_step": "Run the product-agent skill with idea: 'Apple Watch app that tracks heart rate recovery between sets and suggests optimal rest periods based on real-time HR data'Read more
name: idea-generator description: Brainstorm and rank iOS/macOS app ideas tailored to developer skills. Use when user says "what should I build", "give me app ideas", "I don't know what to build", "brainstorm app ideas", or "help me find an app idea". allowed-tools: [Read, Write, WebSearch, WebFetch, AskUserQuestion] last_verified: 2026-07-16 review_by: 2027-06-22 os_version: iOS 27 / macOS 27
Idea Generator Skill
Generates a ranked shortlist of 3-5 app ideas tailored to the developer's skills, interests, and constraints. Output is formatted to feed directly into the product-agent skill for validation.
When This Skill Activates
Use this skill when the user:
- Doesn't have an app idea yet
- Says "what should I build?" or "I don't know what to build"
- Wants to brainstorm app ideas
- Is stuck after a previous idea was rejected or abandoned
- Wants to explore what's possible with a specific technology (e.g., "what can I build with Foundation Models?")
- Wants inspiration based on their skills or domain expertise
- Asks for a brainstorm session
**Already has a specific idea?** Skip this skill. Use the product-agent skill instead.
What This Skill Does
1. Developer Profile Elicitation
Gathers context about the developer to personalize ideas:
- **Technical skills** — Languages, frameworks, platforms (Swift, SwiftUI, UIKit, CloudKit, etc.)
- **Domain interests** — Health, finance, productivity, education, creativity, etc.
- **Platform preference** — iOS, macOS, iPadOS, watchOS, visionOS, or multi-platform
- **Time availability** — Side project (5-10 hrs/week), full-time, weekend hack
- **Constraints** — Budget, backend experience, design skills, existing audience
2. Five Brainstorming Lenses
Each lens generates 5-8 raw ideas. Lenses are applied in order:
1. **Skills & Interests** — What can you uniquely build given what you know? 2. **Problem-First** — What took 30 seconds today that should take 5? What's annoying? 3. **Technology-First** — Which Apple frameworks have few indie apps? (Foundation Models, ActivityKit, WidgetKit, VisionKit, WeatherKit, MapKit) 4. **Market Gap** — Where are App Store categories underserved, stale, or overpriced? 5. **Trend-Based** — What macro trends create new app opportunities? (AI-native, privacy-first, health/wellness, single-use utilities, Apple Silicon productivity)
3. Feasibility Filtering
Each raw idea is evaluated against five filters:
| Filter | Question | |--------|----------| | Solo Dev Scope | Can one developer ship an MVP in 4-8 weeks? | | Platform API Fit | Does this leverage Apple platform APIs well? | | Monetization Viability | Is there a clear path to revenue? | | Competition Density | How crowded is this space? | | Technical Complexity | Does the developer have the skills to build this? |
4. Scoring and Ranking
Each surviving idea is scored across five dimensions:
| Dimension | WEAK (1-2) | MODERATE (3-5) | STRONG (6-8) | EXCELLENT (9-10) | |-----------|------------|----------------|--------------|------------------| | Solo Dev Scope | 6+ months | 3-6 months | 4-8 weeks | 2-4 weeks | | Platform API Fit | Generic/cross-platform | Some native APIs | Good platform integration | Deep Apple API usage | | Monetization | Unclear model | Ad-supported or low ARPU | Subscription viable | Premium pricing justified | | Competition | Dominated by incumbents | Crowded but fragmented | Few quality options | Blue ocean | | Technical Fit | Major skill gaps | Some learning needed | Good skill match | Perfect skill match |
**Overall Score** = weighted average on 1-10 scale (Solo Dev Scope and Technical Fit weighted 1.5x).
5. Shortlist Output
Final output is a ranked list of 3-5 ideas, each with:
- One-liner description
- Which lens generated it
- Problem statement and target user
- Feasibility scores
- Monetization model
- MVP scope estimate
- `next_step` description for feeding the idea into the product-agent skill
Output Structure
{
"developer_profile": {
"skills": ["Swift", "SwiftUI", "HealthKit", "Core Motion"],
"interests": ["fitness", "wearables", "data visualization"],
"platform": "iOS + watchOS",
"time_availability": "side project (10 hrs/week)",
"constraints": ["no backend experience", "solo developer"]
},
"brainstorm_lenses_used": [
"skills_and_interests",
"problem_first",
"technology_first",
"market_gap",
"trend_based"
],
"shortlist": [
{
"rank": 1,
"idea": "Workout Recovery Timer",
"lens": "skills_and_interests",
"one_liner": "Apple Watch app that tracks heart rate recovery between sets and suggests optimal rest periods",
"platform": "watchOS + iOS companion",
"problem_statement": "Gym-goers either rest too long (wasting time) or too short (risking injury). No app uses real-time HR data to personalize rest periods.",
"target_user": "Regular gym-goers who wear Apple Watch during workouts",
"feasibility": {
"solo_dev_scope": "STRONG (6 weeks — HealthKit + WatchKit + simple UI)",
"platform_api_fit": "EXCELLENT (HealthKit, WorkoutKit, Live Activities)",
"monetization_viability": "STRONG (subscription $3.99/mo — fitness users pay for tools)",
"competition_density": "STRONG (few apps focus specifically on HR-based rest timing)",
"technical_fit": "EXCELLENT (matches HealthKit + Core Motion skills)"
},
"overall_score": 8.4,
"monetization_model": "Freemium — free with 3 workouts/week, $3.99/mo unlimited + insights",
"competition_notes": "Strong Timer+ and Intervals Pro exist but focus on pre-set timers, not adaptive HR-based rest",
"mvp_scope": "Watch app with HR monitoring during rest, vibration alert when ready, basic iOS companion for history",
"next_step": "Run the product-agent skill with idea: 'Apple Watch app that tracks heart rate recovery between sets and suggests optimal rest periods based on real-time HR data'A collection of Claude Code skills for iOS, macOS, watchOS, visionOS, and Apple platform development. These skills help you plan and build apps, maintain code quality, ensure HIG compliance, and guide you from idea to App Store.
Repo: rshankras/claude-code-apple-skills
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