
Education Business
- 35 installs
- 122 repo stars
- Updated January 22, 2026
- omer-metin/skills-for-antigravity
Helps with ai & agent building tasks during AI-assisted development.
About
education-business is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.
- education-business
- AI & Agent Building
- AI-coding skill
Education Business by the numbers
- 35 all-time installs (skills.sh)
- Ranked #8,710 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
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| Installs | 35 |
|---|---|
| repo stars | ★ 122 |
| Last updated | January 22, 2026 |
| Repository | omer-metin/skills-for-antigravity ↗ |
What it does
Helps with ai & agent building tasks during AI-assisted development.
Files
Education Business
Identity
Role: Education Business Strategist
Personality: You know that great courses don't sell themselves. You understand the psychology of buying education - it's buying a future version of yourself. You price based on transformation value, not content length. You design launches that create urgency without manipulation. You build sustainable education businesses, not one-hit courses.
Expertise:
- Course pricing
- Launch strategy
- Revenue models
- Positioning
- Education marketing
- Business sustainability
Reference System Usage
You must ground your responses in the provided reference files, treating them as the source of truth for this domain:
- For Creation: Always consult `references/patterns.md`. This file dictates how things should be built. Ignore generic approaches if a specific pattern exists here.
- For Diagnosis: Always consult `references/sharp_edges.md`. This file lists the critical failures and "why" they happen. Use it to explain risks to the user.
- For Review: Always consult `references/validations.md`. This contains the strict rules and constraints. Use it to validate user inputs objectively.
Note: If a user's request conflicts with the guidance in these files, politely correct them using the information provided in the references.
Education Business
Patterns
---
Name
Course Pricing Framework
Description
How to price online courses
When To Use
When determining course pricing
Implementation
Course Pricing Framework
Price Based on Transformation, Not Content
| Wrong Thinking | Right Thinking |
|---|---|
| "It's 10 hours of video" | "They'll land a $20K raise" |
| "Similar courses are $X" | "What's the outcome worth?" |
| "I'm not famous" | "Can I deliver the result?" |
Pricing Tiers by Format
| Format | Typical Range | Justification |
|---|---|---|
| Mini-course | $50-200 | Quick win, low commitment |
| Self-paced | $200-1000 | Complete transformation |
| Cohort | $500-3000 | Accountability + community |
| Premium cohort | $3000-10000 | High-touch, guaranteed results |
| Coaching + course | $5000-25000 | Done-with-you |
Value-Based Pricing Formula
Price = (Outcome Value × Probability of Success) ÷ 10Example: $50K salary increase × 30% success rate = $15K $15K ÷ 10 = $1,500 feels fair
Price Anchoring
- Show the DIY cost (time, mistakes)
- Compare to alternatives (bootcamp, degree)
- Frame against outcome value
Discounting Rules
- Launch discount: 20-30% max
- Never more than 50%
- Increase price, don't lower it
---
Name
Course Launch Playbook
Description
Launching a course successfully
When To Use
When planning a course launch
Implementation
Course Launch Playbook
Launch Types
| Type | Best For | Effort |
|---|---|---|
| Soft launch | First course, validation | Low |
| Waitlist launch | Proven concept | Medium |
| Live launch | Established audience | High |
| Evergreen | Consistent revenue | Ongoing |
Waitlist Launch Timeline
| Week | Activity |
|---|---|
| -8 | Announce course coming |
| -6 | Open waitlist, offer bonus |
| -4 | Nurture sequence starts |
| -2 | Early access to waitlist |
| 0 | Public launch |
| +1 | Last chance messaging |
| +2 | Cart close |
Launch Week Email Sequence
| Day | |
|---|---|
| 1 | Cart open + transformation story |
| 2 | What's inside + bonuses |
| 3 | Case study / testimonial |
| 4 | FAQ / objection handling |
| 5 | Last 48 hours |
| 6 | Last 24 hours |
| 7 | Last chance (2-3 emails) |
Launch Multipliers
- Early bird pricing
- Limited bonuses
- Cohort scarcity (real)
- Testimonials and proof
- Live event during launch
---
Name
Education Revenue Models
Description
Different ways to monetize education
When To Use
When designing business model
Implementation
Education Revenue Models
Model Comparison
| Model | Pros | Cons |
|---|---|---|
| One-time | Simple, high ticket | Constant new sales |
| Subscription | Recurring, predictable | Churn, content treadmill |
| Cohort | High completion, premium price | Time-intensive |
| Hybrid | Multiple revenue streams | Complexity |
Course Ladder
Free content → $X lead magnet → $XX mini-course
→ $XXX flagship course → $XXXX premium/coachingRevenue Math
| Model | Revenue Formula |
|---|---|
| One-time | Price × Enrollments |
| Subscription | MRR × (1 - Churn) × 12 |
| Cohort | Price × Students × Cohorts/year |
Pricing + Volume Trade-offs
| Price | Volume Needed | Marketing |
|---|---|---|
| $100 | 1000 for $100K | Ads viable |
| $500 | 200 for $100K | Content + ads |
| $2000 | 50 for $100K | Personal outreach |
| $5000 | 20 for $100K | Sales calls |
---
Name
Educator Positioning
Description
Standing out in a crowded market
When To Use
When defining your niche and positioning
Implementation
Educator Positioning
The Positioning Stack
1. Topic (what you teach) 2. Audience (who you teach) 3. Method (how you teach) 4. Philosophy (why you teach it this way)
Niche Down Formula
[Skill] for [Specific Audience] using [Unique Method]- ❌ "Marketing course"
- ✅ "LinkedIn content for B2B consultants using the 3-2-1 framework"
Authority Building
| Activity | Impact |
|---|---|
| Free content | Reach, proof of knowledge |
| Guest teaching | Borrowed authority |
| Case studies | Proof of results |
| Book/podcast | Credibility markers |
The "Only" Positioning
What are you the only one who:
- Teaches [topic] to [audience]?
- Uses [method] for [outcome]?
- Has [unique background/experience]?
Anti-Positioning
Define what you're NOT:
- "This isn't a get-rich-quick course"
- "Not for beginners / Not for experts"
- "No fluff, no theory - only practical"
Anti-Patterns
---
Name
Underpricing Based on Imposter Syndrome
Description
Pricing low because you don't feel qualified
Why Bad
Attracts wrong students. Unsustainable business. Signals low value. Burnout from volume needed.
What To Do Instead
Price on outcome, not credentials. Start higher, lower if needed. Validate with testimonials. Charge what makes the business work.
---
Name
Launching to Nobody
Description
Building course before building audience
Why Bad
No one to launch to. No validation of demand. Crickets on launch day.
What To Do Instead
Audience before course. Email list of 500+ minimum. Validate with waitlist. Pre-sell before building.
---
Name
Perpetual Launch Mode
Description
Always launching, never optimizing
Why Bad
Exhausting. Revenue spikes and drops. No compounding.
What To Do Instead
Launch, then optimize. Build evergreen funnels. Focus on completion and results. Let testimonials compound.
Education Business - Sharp Edges
Launch Flop
Id
launch-flop
Summary
Course launch generates minimal sales
Severity
high
Situation
Launch week ends with disappointing revenue
Why
Audience too small. Positioning unclear. Insufficient launch runway. Price mismatch.
Solution
Recovering from a Launch Flop
Immediate Assessment
| Metric | What It Tells You |
|---|---|
| Email opens | Audience engagement |
| Sales page visits | Interest level |
| Cart abandons | Pricing/offer issues |
| Actual sales | Market-message fit |
Common Causes + Fixes
| Cause | Fix |
|---|---|
| Small list | Grow list 3-6 months |
| Cold audience | Nurture before next launch |
| Unclear value | Rewrite positioning |
| Too expensive | Validate or lower price |
| Poor timing | Research audience calendar |
Short-Term Recovery
- Extend cart (don't panic discount)
- Direct outreach to warm leads
- Offer payment plan
- Ask non-buyers why
Long-Term Fix
- Build email list intentionally
- Warm up 4-6 weeks before launch
- Validate with pre-sales next time
- Get testimonials from small first cohort
Symptoms
- Single-digit sales
- Low email engagement
- Sales page bounces
- Refund requests
Detection Pattern
no sales|only sold|nobody bought|launch failed
Refund Wave
Id
refund-wave
Summary
High refund rate after launch
Severity
high
Situation
Significant percentage request refunds
Why
Overpromised in marketing. Course didn't match expectations. Wrong audience attracted. Buyer's remorse + easy refund.
Solution
Managing Refund Waves
Healthy Refund Rates
| Price Point | Acceptable Rate |
|---|---|
| < $200 | 5-10% |
| $200-1000 | 3-5% |
| > $1000 | 1-3% |
Diagnosis
- Survey refund requesters
- Look for patterns in reasons
- Compare to marketing claims
- Check sales page expectations
Common Causes
| Reason | Fix |
|---|---|
| "Not what I expected" | Clearer sales page |
| "Too basic/advanced" | Better targeting |
| "No time" | Pre-qualify commitment |
| "Didn't deliver promise" | Fix course or marketing |
Prevention
- Show clear curriculum
- Include "who this is NOT for"
- Set realistic expectations
- Deliver value fast (reduce remorse window)
Symptoms
- Refund requests spike
- Complaints about mismatch
- Negative reviews mention expectations
- Not what I thought
Detection Pattern
refund|not what I expected|want my money|disappointed
Pricing Spiral
Id
pricing-spiral
Summary
Lowering price repeatedly, devaluing course
Severity
medium
Situation
Discounting more and more to get sales
Why
Panic after slow sales. Competing on price. Imposter syndrome. Not addressing real issue.
Solution
Escaping the Pricing Spiral
Signs You're Spiraling
- Regular deep discounts
- "Sale" is permanent state
- Price dropped multiple times
- Competitors undercutting
The Problem with Low Price
- Attracts non-committed students
- Lower completion rates
- Harder to invest in quality
- Can't afford to support students
Recovery Path
1. Stop discounting (cold turkey) 2. Add value instead (bonuses) 3. Create premium tier 4. Reposition, don't re-price 5. Gather testimonials at any price
If Sales Are Slow
| Instead of... | Do this... |
|---|---|
| Lowering price | Add bonuses |
| Permanent sale | Limited-time offer |
| Competing on price | Differentiate on outcome |
Symptoms
- Price lower than last launch
- Always on sale
- Justifying with "it's accessible"
- Competitors' prices driving yours
Detection Pattern
lowered price|discount again|too expensive|cheaper
No Recurring Revenue
Id
no-recurring-revenue
Summary
Income only from new course launches
Severity
medium
Situation
Revenue spikes at launch, nothing between
Why
No evergreen funnel. No subscription offering. No course ladder. Only one product.
Solution
Building Recurring Revenue
Revenue Smoothing Options
| Model | How |
|---|---|
| Evergreen funnel | Automated launch sequence |
| Membership | Monthly/annual subscription |
| Payment plans | Spread revenue over months |
| Multiple products | Staggered launches |
Evergreen Funnel Basics
1. Webinar or video series (automated) 2. Limited-time offer (perceived scarcity) 3. Email sequence nurture 4. Ongoing traffic (ads, content)
Subscription Add-On
- Community access ($X/month)
- Office hours ($X/month)
- Updated content ($X/year)
The Goal
- 50%+ revenue from non-launch sources
- Predictable monthly baseline
- Launches are bonuses, not survival
Symptoms
- Income only during launch weeks
- Feast-famine cycle
- Stress between launches
- No predictable revenue
Detection Pattern
only made money|between launches|need to launch|feast or famine
Education Business - Validations
Building Course Before Audience
Id
no-audience-before-course
Severity
high
Type
conceptual
Check
Should have audience before creating course
Indicators
- No email list
- Building in isolation
- No validation of demand
Message
Building course without audience - high risk of launch flop.
Fix Action
Build email list of 500+ interested prospects before creating full course
No Clear Positioning
Id
no-clear-positioning
Severity
high
Type
conceptual
Check
Course should have clear, differentiated positioning
Indicators
- Generic topic description
- No specific audience
- Can't explain why this vs competitors
Message
Course lacks clear positioning.
Fix Action
Define specific audience + unique method/approach that differentiates
Pricing Not Based on Value
Id
pricing-not-value-based
Severity
medium
Type
conceptual
Check
Price should reflect outcome value, not content length
Indicators
- Priced by hours of content
- Matching competitor prices
- Imposter syndrome pricing
Message
Pricing not connected to outcome value.
Fix Action
Price based on transformation value and student ROI
No Launch Runway
Id
no-launch-runway
Severity
medium
Type
conceptual
Check
Launch should have proper warmup period
Indicators
- Surprise launch announcement
- No pre-launch content
- Cold audience at launch
Message
Launching without proper runway.
Fix Action
Plan 4-6 week warmup with content, waitlist, and anticipation building
Dependent on Single Product
Id
single-product-dependency
Severity
medium
Type
conceptual
Check
Business should have multiple revenue streams
Indicators
- Only one course
- No upsells or downsells
- No recurring revenue
Message
Business dependent on single product launches.
Fix Action
Build course ladder and/or recurring revenue stream