nix-dotfile

Use when producing, editing, or reviewing Traditional Chinese technical writing, including comments, documentation, explanations, and Chinese answers that must avoid translationese, casual phrasing, template language, and weak logic.

Audit NixOS impermanence state — find files still on the current filesystem device. Use when the user wants to check for untracked files, audit impermanence, or runs /impermanence-audit.

去除文字中的 AI 生成痕跡。適用於編輯或審閱文字，使其聽起來更自然、更像人類書寫。 基於維基百科的「AI 寫作特徵」綜合指南。偵測並修復以下模式：誇大的象徵意義、 宣傳性語言、以 -ing 結尾的膚淺分析、模糊的歸因、破折號過度使用、三段式法則、 AI 詞彙、否定式排比、過多的連接性短語。

Universal coding standards, best practices, and patterns. Use when developing in any language — triggers on TypeScript, JavaScript, React, Node.js, Python, Nix, ruff, pyright, pytest, uv, flake.nix, justfile, just, recipes, and general code quality topics.

Use when writing git commit messages, reviewing commits, or setting up commit conventions. Triggers on commit, git commit, commit message, changelog, semantic versioning.

A formal evaluation framework for Claude Code sessions, implementing eval-driven development (EDD) principles.

Docker-in-Docker with network_mode host for multi-node simulation

Use when implementing LangGraph workflows that need to pause for user input or external confirmation before continuing execution

Workaround for @nuxt/eslint not auto-detecting TypeScript, causing vue-eslint-parser to fail on <script lang="ts"> blocks

Use when adding columns to existing SQLAlchemy/SQLModel models, troubleshooting schema drift, or setting up Alembic with async engines and externally-managed tables

Use when extracting PDFs, scanned documents, images, Office files, URLs, or web pages with MinerU, especially when OCR, table recognition, formula recognition, Markdown, HTML, LaTeX, DOCX, or JSON output is needed.

Use when contributing to NixOS/nixpkgs - writing packages, NixOS modules, lib functions, or committing changes. Covers naming, syntax, formatting, and commit message conventions.

Complete API for Google NotebookLM - full programmatic access including features not in the web UI. Create notebooks, add sources, generate all artifact types, download in multiple formats. Activates on explicit /notebooklm or intent like "create a podcast about X"

Use when a feature implementation, refactor, or bugfix is complete and code changes need quality review before committing

Generates conference presentation slides (Beamer LaTeX PDF and editable PPTX) from a compiled paper with speaker notes and talk script. Use when preparing oral talks, spotlight presentations, or invited talks for ML and systems conferences.

use when sending test emails and tracing their delivery through the mail infrastructure. triggers include testing mail flows, debugging mail routing, verifying mailtrace tools work, or when user says send mail and trace.

Use when writing technical articles, tutorials, or documentation. Covers concept ordering, section structure, and active learning techniques.

Use when reviewing or rewriting a thesis or dissertation for chapter order, section boundaries, academic narrative flow, concept ordering, related work synthesis, top-down architecture explanation, or Chinese thesis wording consistency.

A comprehensive verification system for Claude Code sessions.

Use when drafting, reviewing, or organizing a Traditional Chinese academic thesis or its defense/progress slides — covers standard chapter ordering, per-chapter content rules, and advisor-provided presentation formatting conventions