typst-grammar-authoring
Use when authoring or validating Typst documents from canonical grammar examples, especially when you need compile, HTML, or SVG-based validation workflows.
Io.Github.Guidance Ai/Guidance Lark Mcp
Validate and test llguidance grammars with batch testing and documentation
notebook-proofread
Proofread Jupyter notebook markdown cells and the notebooks README for typos, grammar (UK English), inconsistencies, repetition, and incorrect cross-references. Use when the user wants to check, proofread, review, or lint notebook prose.
semantic-compression
Aggressively remove grammatical scaffolding LLMs reconstruct while preserving meaning-carrying content. Output may be fragments. Use when compressing text for prompts, reducing token count, preparing context for LLM input, or making documentation more token-efficient. Applies LLM-aware compression rules that delete predictable grammar while preserving semantics.
code-modernization
Instructions for modernizing and refactoring existing C# / VB.NET code files. Use when asked to refactor, modernize, clean up, review, or improve existing source files in this repository. Covers upgrading to C# 14 / .NET 10 idioms, comment quality, spelling and grammar fixes, XML documentation, and readability improvements.
docs-checker
Check documentation and docstrings for grammar, punctuation, and style errors. Use when the user asks to verify, review, or fix grammar/style in docs, or before committing documentation changes.
english-expert
Help users with academic English polishing and expression optimization. Invoke when user asks for English polishing, grammar checking, or academic language improvement.