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If it's okay to mention my own complementary open source project, Axiom¹ does a good job of helping coding harnesses know how to do this effectively for Apple O

If it's okay to mention my own complementary open source project, Axiom¹ does a good job of helping coding harnesses know how to do this effectively for Apple OS development. In addition to a deep roster of skills and agencts, Axiom includes several for-LLM tools². xclog, xcprof, xcsym, and xcui are designed to be used by LLMs, and expose capabilities in a token-efficient way. These tools are equally helpful for non-Axiom skills/agents. ¹ Axiom: https://charleswiltgen.github.io/Axiom/ https://charleswiltgen.github.io/Axiom/ ² Axiom CLI tools: https://charleswiltgen.github.io/Axiom/tools/ https://charleswiltgen.github.io/Axiom/tools/

semiquaver 3mo ago
Axiom is excellent, thanks for making it!
- CharlesW 3mo ago
  I'm glad that it's been valuable for you!
zuzululu 3mo ago
will it work with flutter ?
- CharlesW 3mo ago
  Axiom covers only native APIs and tools, but the Flutter team maintains what looks like a nice set of skills at https://github.com/flutter/agent-plugins https://github.com/flutter/agent-plugins, and the Dart team at https://github.com/dart-lang/skills https://github.com/dart-lang/skills.
lprd 3mo ago
Silly question, but do you reckon it'll function decently in a Kotlin multiplatform codebase? There's swift native code, but I'm not sure how it would perform with some logic being shared.
- CharlesW 3mo ago
  Not silly at all. For Compose Multiplatform, Axiom won't do much for code review or generation. It might be useful for operations on the built app: console capture, crash symbolication, simulator UI/accessibility driving, CPU profiling, plus the whole shipping layer (signing, privacy manifests, submission).
smashah 3mo ago
Use axiom all the time thanks for your work. The next frontier in iOS app tooling is self-hostable Linux based build server. Thoughts?
- CharlesW 3mo ago
  Sounds very intriguing! Please reach out (see my profile) when you're ready to share more.

semiquaver 3mo ago

Axiom is excellent, thanks for making it!

CharlesW 3mo ago
I'm glad that it's been valuable for you!

zuzululu 3mo ago

will it work with flutter ?

CharlesW 3mo ago
Axiom covers only native APIs and tools, but the Flutter team maintains what looks like a nice set of skills at https://github.com/flutter/agent-plugins https://github.com/flutter/agent-plugins, and the Dart team at https://github.com/dart-lang/skills https://github.com/dart-lang/skills.

lprd 3mo ago

Silly question, but do you reckon it'll function decently in a Kotlin multiplatform codebase? There's swift native code, but I'm not sure how it would perform with some logic being shared.

CharlesW 3mo ago
Not silly at all. For Compose Multiplatform, Axiom won't do much for code review or generation. It might be useful for operations on the built app: console capture, crash symbolication, simulator UI/accessibility driving, CPU profiling, plus the whole shipping layer (signing, privacy manifests, submission).

smashah 3mo ago

Use axiom all the time thanks for your work. The next frontier in iOS app tooling is self-hostable Linux based build server. Thoughts?

CharlesW 3mo ago
Sounds very intriguing! Please reach out (see my profile) when you're ready to share more.