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Claude Skills

anthropic.com

351–360 of 443 posts

Re: Claude Skills

#351
Meanwhile Claude

> Claude: Here is how you do it with parralel routes in sveltekit yada yada yad

> Me: Show me the documentation for parallel routes for svelte?

> Claude: You're absolutely right, this is a nextjs feature.

----

> Claude: Does something stupid, not even relevant, completely retarded

> Me: You're retarded, this does not work because of (a), (b), (c)

> Claude: You're absolutely right. Let me fix that. Does same stupid thing, completely ignoring my previous input

Re: Claude Skills

#353
post #250
post #142

I fear the conceptual churn we're going to endure in the coming years will rival frontend dev. Across ChatGPT and Claude we now have tools, functions, skills, agents, subagents, commands, and apps, and there's a metastasizing complex of vibe frameworks feeding on this mess.

It feels like every week these companies release some new product that feels very similar to what they released a week before. Can the employees at Anthropic even tell themselves what the difference is?

I bet that most of those products are created by their own "AI". They must already be using AI product owners, developers, testers, as their human counterparts are only sitting their in their chairs and only busy training their AI simulation and moderating their output. Next logical step will be AI doing that with the human folks hitting the street, then recursively ad infinitum. They will reach the glorified singularity there really soon!

Re: Claude Skills

#354

Earlier quoted context omitted.

You forgot mcp-everything! Yes, it's a mess, and there will be a lot of churn, you're not wrong, but there are foundational concepts underneath it all that you can learn and then it's easy to fit insert-new-feature into your mental model. (Or you can just ignore the new features, and roll your own tools. Some people here do that with a lot of success.) The foundational mental model to get the hang of is really just:…

> You forgot mcp-everything! One great thing about the MCP craze, is it has given vendors a motivation to expose APIs which they didn’t offer before - real example, Notion’s public REST API lacks support for duplicating pages.. yes their web UI can do it, calling their private REST API, but their private APIs are complex, undocumented, and could stop working at any time with no notice. Then they added it to their MCP…

Well. I bet Notion simply forget some of APIs are private before. I started developing using Notion APIs on the first day it got released. They have constant updates and I have seen lots of improvement. There is just no reason why they intentionally want to make the duplicate page API on MCP but not api.

PS. Just want to say, Notion MCP is still very buggy. It can't handle code block, nor large page very well

Re: Claude Skills

#357

Earlier quoted context omitted.

How does it call upon the correct skill from a vast library of skills at the right time? Is this where RAG via embeddings / vector search come in? My mental model is still weak in this area, I admit.

I think it has a compact table of contents of all the skills it can call preloaded. It's not RAG, it navigates based on references between files, like a coding agent.

This is correct. It just puts a list of skills into context as part of the base prompt. The list must be compact because the whole point of skills is to reduce context bloat by keeping all the details out of context until they are needed. So the list will just be something like: 1) skill name, 2) short (like one sentence) description of what the skill is for, 3) where to find the skill (file path, basically) when it wants to read it in.

Re: Claude Skills

#358
post #142

I fear the conceptual churn we're going to endure in the coming years will rival frontend dev. Across ChatGPT and Claude we now have tools, functions, skills, agents, subagents, commands, and apps, and there's a metastasizing complex of vibe frameworks feeding on this mess.

You forgot mcp-everything! Yes, it's a mess, and there will be a lot of churn, you're not wrong, but there are foundational concepts underneath it all that you can learn and then it's easy to fit insert-new-feature into your mental model. (Or you can just ignore the new features, and roll your own tools. Some people here do that with a lot of success.) The foundational mental model to get the hang of is really just:…

It's all just prompt stuffing in the end.

Re: Claude Skills

#359
post #37

I feel like a danger with this sort of thing is that the capability of the system to use the right skill is limited by the little blurb you give about what the skill is for. Contrast with the way a human learns skills - as we gain experience with a skill, we get better at understanding when it's the right tool for the job. But Claude is always starting from ground zero and skimming your descriptions.

Skills are literally technical documentation for your project it seems. So now we can finally argue for time to write doc, just name it "AI enhancing skill definitions"

Re: Claude Skills

#360
post #347

Earlier quoted context omitted.

> You forgot mcp-everything! One great thing about the MCP craze, is it has given vendors a motivation to expose APIs which they didn’t offer before - real example, Notion’s public REST API lacks support for duplicating pages.. yes their web UI can do it, calling their private REST API, but their private APIs are complex, undocumented, and could stop working at any time with no notice. Then they added it to their MCP…

Amazing example. AI turns the bedgrudging third rate API UX into a must-win agent UX

and we all win!
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