Blog
What we're shipping, what we're learning, and how real teams run their work on shared skills.
Anthropic has shipped peer-to-peer skill sharing inside Claude, and it is good. It is also an inbox, not a library: view-only copies, no review, no history, contents invisible to admins, and only inside Claude. Here is what an organisational intelligence layer still needs, and where the native feature is the right call.
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Skills can finally be removed from a team library outright: who can delete, how it works from the web and from an agent, and why copies your teammates already installed are deliberately left alone.
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Skills are becoming the atomic unit of AI-native organisations, and the evidence says they work. The same evidence says ungoverned skill libraries decay exactly the way ungoverned microservices did. Here is the case, the data, and what our own library already shows at 33 skills.
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Most people in large organisations are still copy-pasting into a chat window. Here is the next gear: agents that work where your files are, and a simple rule for when a task deserves a skill.
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Cowork can turn a ten-minute screen recording into a reusable skill. Here is how to record one worth keeping — and how to get it off your laptop and into your team’s library.
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The new cross-vendor plugin standard ships with a hole where distribution and trust should be — on purpose. Here is our first move into it: one-click conformant exports.
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Malicious AI skills reached 1.7M installs by shipping useful v1s and poisoning later updates. Here is how shareskills now gates exactly that move.
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The team behind shareskills runs its client work on the product. Here is the actual library — the meeting pipeline, the guardrails skill, and the patterns worth stealing.
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Written by The shareskills team. New here? Start with how shareskills works.