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At this point I'm fully down the path of the agent just maintaining his own tools. I have a browser skill that continues to evolve as I use it. Beats every alternative I have tried so far.




Same. Claude Opus 4.5 one-shots the basics of chrome debug protocol, and then you can go from there.

Plus, now it is personal software... just keep asking it to improve the skill based on you usage. Bake in domain knowledge or business logic or whatever you want.

I'm using this for e2e testing and debugging Obsidian plugins and it is starting to understand Obsidian inside and out.


Cool! Have you written more about this? (EDIT: from your profile, is that what https://relay.md is about?)

https://relay.md is a company I'm working on for shared knowledge management/ AI context for teams, and the Obsidian plugin is what i am driving with my live-debug and obsidian-e2e skills.

I can try to write it up (I am a bit behind this week though...), but I basically opened claude code and said "write a new skill that uses the chrome debug protocol to drive end to end tests in Obsidian" and then whenever it had problems I said "fix the skill to look up the element at the x,y coordinate before clicking" or whatever.

Skills are just markdown files, sometimes accompanied by scripts, so they work really naturally with Obsidian.


Hey FWIW Relay is AWESOME!! The granular sharing of a given dir within a vault (vs the whole thing) finally solves the split-brain problem of personal (private) vault on my own hardware vs mandated use of a company laptop... it's fast, intuitive, and SOLVES this long-time thorn in my side. Thanks for creating it, high five, hope it leads to massive success for you! :)

Thank you for the kind words <3

Sorry it took me a while. Hopefully this helps:

https://notes.danielgk.com/Obsidian/Obsidian+E2E+testing+Cla...


Do you experience any context pollution with that approach?

Writing your own skill is actually a lot better for context efficiency.

Your skill will be tuned to your use case over time, so if there's something that you do a lot you can hide most of the back-and-forth behind the python script / cli tool.

You can even improve the skill by saying "I want to be more token efficient, please review our chat logs for usage of our skill and factor out common operations into new functions".

If anything context waste/rot comes from documentation of features that other people need but you don't. The skill should be a sharp knife, not a multi-tool.


Not really. less bad than the mcps i used.

whats the name of the skill?

why would that matter?



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