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.
game-art-direction
Direct game art and creative vision. Turn GAME_DESIGN into a production-level ART_DIRECTION defining a recognizable visual style, camera and composition, world and character grammar, functional colour/light/material, HUD feedback, motion and transition specs, audio direction, and a signature moment for every screen and mode. Use for what should the game look like, set the art direction, define the visual style. 游æç¾æ¯ä¸åææ¹åãæ GAME_DESIGN 转æçå级 ART_DIRECTIONï¼å®ä¹å¯è¾¨è¯è§è§é£æ ¼ãé头æå¾ãä¸çä¸è§è²è¯æ³ãåè½æ§è²å æè´¨ãçé¢åé¦ãè¿å¨ä¸è½¬åºè§æ ¼ã声é³æ¹ååæ¯ä¸ªçé¢/模å¼çç¾å游ææ¶å»ãç¨äºå¤æ游æåºè¯¥é¿ä»ä¹æ ·ãå¶å®æ¸¸æç¾æ¯æ¹åçéæ±ã
english-expert
Help users with academic English polishing and expression optimization. Invoke when user asks for English polishing, grammar checking, or academic language improvement.