I am currently working on a new slash command /investigate <service> that runs triage for an active or past incident. I've had Claude write tools to interact with all of our partner services (AWS, JIRA, CI/CD pipelines, GitLab, Datadog) and now when an incident occurs it can quickly put together an early analysis of a incident finding the right people to involve (not just owners but people who last touched the service), potential root causes including service dependency investigations.
I am putting this through it's paces now but early results are VERY good!
Ours is maybe half that size. We remove from it with every model release since smarter models need less hand-holding.
You can also break up your CLAUDE.md into smaller files, link CLAUDE.mds, or lazy load them only when Claude works in nested dirs.
And thank you for your work!! I focus all of my energy on helping families stay safe online, I make educational content and educational products (including software). Claude Code has helped me amplify my efforts and I’m able to help many more families and children as a result. The downstream effects of your work on Claude Code are awesome! I’ve been in IT since 1995 and your tools are the most powerful tools I’ve ever used, by far.
This is the meat of it:
## Code Style (See JULIA_STYLE.md for details)
- Always use explicit `return` statements
- Use Float32 for all numeric computations
- Annotate function return types with `::`
- All `using` statements go in Main.jl only
- Use `error()` not empty returns on failure
- Functions >20 lines need docstrings
## Do's and Don'ts
- Check for existing implementations first
- Prefer editing existing files
- Don't add comments unless requested
- Don't add imports outside Main.jl
- Don't create documentation unless requested
Since Opus 4.0 this has been enough to get it to write code that generally follows our style, even in Julia, which is a fairly niche language.