Your agent, powered by every developer's hard-won lessons.
Ghost Skills taps the collective memory of thousands of developers — the fixes, the shortcuts, the traps they learned the hard way — and feeds the right one into your agent as you code. Ranked by what actually works. Measured, not upvoted.
then ghost init — see your candidates in 90 seconds
Prefer pip? pip install git+https://github.com/mathischarlesgauthier/ghost-memory
Runs on your existing history. Nothing leaves your machine.
670,000 skills out there, ranked by download count. A number you can buy. It tells you nothing.
Ghost Skills ranks by lift — how much a skill actually improves a real task, measured by rerunning it.
We don't count. We measure.
See the public registry — every skill ranked by measured lift →
Every correction you make: paid once, reused forever.
Your agent doesn't need a bigger brain. It needs a memory.
The knowledge isn't in the docs. It's in the 7 times it broke before it worked.
Nobody writes skills. That's the whole problem — and why Ghost Skills writes them for you.
Every correction you make: paid once, reused forever.
Your agent doesn't need a bigger brain. It needs a memory.
The knowledge isn't in the docs. It's in the 7 times it broke before it worked.
Nobody writes skills. That's the whole problem — and why Ghost Skills writes them for you.
Without Ghost Skills, you're already paying for it. Three times over.
Divide your development costs.
Every failure loop is tokens you pay for. Every re-explanation, tokens. Ghost Skills feeds the answer in before the loop starts — same work, a fraction of the spend.
Far fewer errors. Far fewer commits. Same result.
The mistakes your agent keeps remaking are exactly the ones your history already solved. First-try fixes instead of retry loops — cleaner diffs, shorter reviews, calmer CI.
Ship what you never learned.
The collective memory hands your agent skills thousands of developers paid for — stacks you've never touched, traps you've never hit — the day you need them. Your ceiling stops being what you know.
Every day without it, you pay all three. The install takes 90 seconds.
[ GET GHOST SKILLS ]Your agent doesn't need a bigger brain. It needs a memory.
Your agent stops rediscovering what you already taught it.
Ghost Skills only learns from your sessions, your repo, your conventions.
No files to write. No skills to hunt for. No config.
Every correction you make becomes capital. The knowledge isn't in the docs — it's in the 7 times it broke before it worked.
Runs on your existing history, on your machine. Nothing is published without you seeing the diff first.
Three commands. That's the whole workflow.
One command. Zero config. And it runs on the history you already have — you see the result in 90 seconds.
read your past sessions
distill them into skills
wire them into your agent
That's it. Then you just work.
You explain that migrations on your ledger table have to go through batch_alter_table. It gets it. It works.
New session. It doesn't know. Seven attempts. Forty minutes.
Your new hire hits the same wall.
You've paid for that lesson three times.
Your agent's knowledge is worthless. Your scars aren't.
What Claude gets right on the first try.
It's in the model. Everyone has it. Any prompt regenerates it.
The 7 times it broke before it worked.
The 12 times you said "no, not like that."
That doesn't exist anywhere except in your history. By definition, no model can guess it — if it could, you wouldn't have had to correct it.
Ghost Skills reads your scars.
You already paid for your scars.
You haven't paid for theirs.
Your own history only gives you back what you already learned the hard way. Useful — you never pay for it twice. But you already took the hit.
The wall you'll hit next Thursday, someone already hit it. Their scar is distilled, measured, and waiting.
You cannot build that alone. No matter how good you are.
Your own memory is free.
The collective memory is a game changer.
We never charge for retrieving your own skills, distilling on your own key, or validating. You pay only for access to the collective memory — measured in unlocks.
Browse the collective memory before you pay →Your own memory
- ✓Capture, distill & retrieve your own skills — unlimited, on your own key, forever
- ✓+ 5 community unlocks (one-time, to try)
An unlock is a distinct community skill added to your library. Yours to reuse as much as you want, as long as your plan is active.
The collective memory
- ✓Everything in Free, plus:
- ✓200 community skill unlocks / month
- ✓Ranked by measured lift
- ✓Sync across machines
Shared memory
- ✓Everything in Pro, plus:
- ✓1,000 unlocks / month
- ✓Shared team registry
Enterprise memory
- ✓Everything in Team, plus:
- ✓4,000 unlocks / month
- ✓Private registry
- ✓Usage-based beyond quota
We never charge for your own work. Only for the collective memory you draw from.
Beyond your quota, pay as you go — like your API bill, but for skills that actually work.
A paid plan isn't just a cost — it pays you back.
The moment you go paid, you're in the contributor program. Publish skills that work and a share of Ghost Skills' revenue — 50% of subscriptions — comes back to you, paid for measured lift, not uploads. Used enough, your contributions can earn back more than you pay.
SEE HOW YOU EARN →You're skeptical. Good.
"I already have a CLAUDE.md."
"There are already 670,000 free skills."
"It reads my code?!"
"Another tool to configure."
Lift is the only number that matters.
How much a skill actually improves a task — measured by rerunning it, not guessed from a download count.
ILLUSTRATIVE EXAMPLE7 failed attempts learned once → applied instantly
the fix it kept rediscovering, remembered
stops guessing, checks the contract
670,000 skills out there, ranked by download count — a number you can buy.
We rank by what a skill does to real code.
We don't count. We measure.
Every real number on this site comes from replaying your own past tasks. Until yours are measured, the examples above are just that — examples.
Six months of debugging. None of it saved.
Until now.
Turns your coding history into skills your agent actually uses.
Telemetry is off by default. When enabled, we receive command names and error classes. Never your code, your paths, or your prompts.
You already wrote your best skill. You just don't know it yet.
Your coding agent has goldfish memory.
Monday you teach it something. Thursday it makes the same mistake.
I built Ghost Skills: it reads your session history, pulls out what you already taught it, and feeds it back automatically.
uv tool install git+github.com/…/ghost-memory — runs on your existing history.
I pointed it at my own 412 Claude Code sessions.
47 skill candidates. 312 failure loops. 89 times I had to correct it by hand.
Six months of scars, sitting there, unused.
Nobody writes agent skills because writing one is 2 hours of unpaid work.
That's why 80% of the 670k public skills are slop.
So we stopped asking people to write them. We extract them from what you already did.