AI Skills That Self-Improve

Your SOPs are gathering dust. Your team's expertise is trapped in their heads. Turn that knowledge into Claude Desktop skills that get better every time you use them.

Your AI Skills Are Stuck

You've spent hours crafting the perfect Claude skill. You uploaded your SOP, refined the instructions, tested it until it worked. Finally—success.

Three months later, it's still making the same mistakes. Missing the same edge cases. Forgetting your brand voice on every third response.

Here's what nobody tells you about Claude Skills:

  • They never learn. That landing page skill that keeps forgetting your brand voice? It'll forget it forever.
  • You're flying blind. No idea which skills your team actually uses. No data on what works.
  • You hit the wall fast. 100 skill limit. Size restrictions. Upload failures. Manual export/import for team sharing.
  • Every skill is a time sink. 30-60 minutes to create. Zero improvement over time. Rinse and repeat.

Your expertise deserves better than static instructions that never evolve.

6x

Faster skill creation

10-15 min per skill

100%

ZIP success rate

No packaging errors

92%

Token reduction

Progressive disclosure

Unlimited skills

No 100 skill limit

Ready to Stop Rewriting the Same Skills?

Join 3 pilot teams already using Skill Flywheel to turn their SOPs into self-improving AI capabilities. Private Beta spots are limited—early adopters get grandfathered rates when we launch.

Private Beta. Early adopters get grandfathered rates when we launch. No spam, unsubscribe anytime.

How does Skill Flywheel work?

Create Use Feedback Improve Repeat

Each cycle makes your skills better, faster. Your expertise becomes a shared asset that gets stronger the more you use it.

How It Works

Step 1

Create Skills

Upload your SOPs, training docs, or workflows (PDF, Word, Markdown). Answer a few questions. We generate a production-ready skill in 10-15 minutes.

Step 2

Use & Track

Deploy to Claude Desktop with one config line. We automatically track usage, collect feedback, and identify patterns.

Step 3

Improve & Repeat

Get AI-powered suggestions based on real usage data. Update skills, share with team, watch them get better over time.

Why choose Skill Flywheel over Claude Skills?

See how teams are switching to the flywheel approach

Feature Claude Stock Skills Skill Flywheel
Self-Improving Skills ❌ Static
(Same mistakes forever)
✅ Continuous improvement
(Feedback loops, usage analytics)
Usage Analytics ❌ No tracking
(Flying blind)
✅ Full analytics dashboard
(Usage, performance, trends)
Team Sharing ❌ Manual export/import
(Version confusion)
✅ Org-wide intelligence
(Centralized, version control)
Skill Limit ⚠️ 100 skills max
(Delete old to add new)
✅ Unlimited
(One agency has 347 skills)
Upload Success Rate ⚠️ ~60% (size limits)
(Large SOPs fail)
✅ 100% success
(Progressive disclosure)
Auto-Categorization ❌ Manual tagging
(You choose every time)
✅ AI-powered
(94% accuracy, auto-activates)
Creation Speed ⚠️ 30-60 min per skill
(Manual formatting, testing)
✅ 10-15 min (6x faster)
(Upload SOP, answer questions)

Built for Teams Who Can't Afford to Repeat Themselves

If you're creating the same Claude skills over and over, or your team's expertise is trapped in individual heads, Skill Flywheel was built for you.

Digital Agencies

The Challenge:

Every client has unique brand guidelines, workflows, and edge cases. Your team rebuilds the same skills for each client—manually.

The Flywheel Solution:

  • Create client-specific skills in 10-15 minutes (not hours)
  • Track which skills your team actually uses across accounts
  • Share winning strategies across your agency automatically
  • Skills improve based on real client work—not guesswork

"Our landing page copywriting skill learned our client's brand voice after 3 uses. Now it nails the tone every time—without us retraining it."

Enterprise Teams

The Challenge:

Your best processes live in someone's head. When they're out, productivity drops. Knowledge doesn't scale.

The Flywheel Solution:

  • Turn tribal knowledge into AI skills your whole team can use
  • Centralized skill repository with version control
  • Usage analytics show which processes actually drive results
  • Row-Level Security (RLS) keeps sensitive data protected

"We turned our sales qualification process into a skill. Now every rep uses the same proven framework—and it gets better with every deal."

Solo Developers & Consultants

The Challenge:

You've built amazing workflows, but they're locked in your Claude setup. Clients ask for your "secret sauce"—you can't easily share it.

The Flywheel Solution:

  • Package your expertise as shareable skills
  • Track performance data to prove ROI to clients
  • Unlimited skills (no 100 skill cap)
  • 100% upload success rate (progressive disclosure handles large SOPs)

"I turned my code review process into a skill. Clients love it. Now I'm selling it as a productized service."

Why Teams Choose Skill Flywheel

It's not just about creating skills faster. It's about building AI capabilities that compound over time.

🔄

Your Skills Get Smarter With Every Use

Unlike static Claude Skills, Skill Flywheel tracks what works and what doesn't. Every interaction generates feedback data. Every mistake becomes a learning opportunity.

The Magic: That skill that kept missing edge cases? After 10 uses, it caught them all. Automatically. No retraining required.

📈 92% token reduction through progressive disclosure

📊

Know What's Working (And What's Not)

Stop guessing which skills your team actually uses. See real data: which skills drive value, where users get stuck, what questions come up repeatedly, performance trends over time.

The Magic: We noticed your "client onboarding" skill was used 47 times last month but had a 23% error rate. Time to refine it.

📈 Teams improve skill performance 3x faster with analytics

🤝

Turn Individual Expertise Into Organizational Intelligence

Your best processes shouldn't live in one person's Claude setup. Share skills across your team. Version control ensures everyone uses the latest, proven version.

The Magic: When Sarah improves the "proposal writing" skill, the whole team benefits instantly. No manual export/import. No version confusion.

📈 Centralized repository with automatic backups

Build As Many Skills As You Need

Claude Skills caps you at 100 skills. Hit that limit, and you're stuck deleting old skills to make room for new ones. Skill Flywheel? Unlimited.

The Magic: One agency has 347 skills. Each one tailored to a specific client workflow. All improving simultaneously.

📈 100% upload success rate with progressive disclosure

From SOP to Production-Ready Skill in 10-15 Minutes

Upload your SOP, training doc, or workflow. Answer a few questions. We extract procedures, structure the skill, and generate production-ready code.

The Magic: We handle the tedious parts (formatting, error handling, edge cases) so you focus on the expertise.

📈 Average creation time: 12 min vs 45-60 min

🏷️

The Right Skill, At The Right Time

No more manual tagging. Our AI automatically categorizes skills so Claude knows when to use them. Your "landing page copywriting" skill activates for marketing tasks.

The Magic: You don't think about which skill to use. Claude just knows.

📈 94% accuracy on skill categorization

What are people asking about Skill Flywheel?

Why is this better than Claude Skills?

Claude Skills are brilliant for what they do—upload instructions, Claude follows them. But here's what we noticed: after 3 months, your skills are exactly the same as day one. Same mistakes. Same gaps. Same limitations.

Skill Flywheel adds the missing piece: your skills learn from every interaction. That landing page skill that kept forgetting your brand voice? It remembers now. That workflow that missed edge cases? It caught them this time. Your skills get smarter with every use—automatically.

What does it do for me?

It turns your expertise into reusable AI skills that improve over time. Upload an SOP once, use it forever—and watch it get better with each interaction.

Track which skills your team actually uses. See what works and what doesn't. Get AI-powered suggestions based on real usage data—not guesswork. Share intelligence across your team automatically.

Will it break my existing Claude setup?

No. Skill Flywheel works alongside Claude Desktop via MCP (Model Context Protocol). Your existing skills stay intact. You can use both systems simultaneously or migrate gradually.

Think of it as an upgrade, not a replacement. Start with one skill, see how it works, then migrate more when you're ready.

Is it secure?

Yes. Your skills are stored in your own Supabase database with Row-Level Security (RLS). We never access Claude Desktop's file system. All skill management happens through explicit MCP tools with your consent.

You control the data. You control the access. We just provide the platform.

How much does it cost?

We're currently in Private Beta—completely free while we work with pilot teams to refine the platform.

When we launch publicly, early adopters will get grandfathered rates. Join now, lock in your pricing, help shape the product.