文件操作
文件系统与批量文件任务
twd-setup
BRIKEV
TWD project setup guide — helps AI agents install and configure TWD (Test While Developing), an in-browser validation system, in a new or existing project. Use when setting up TWD, configuring Vite, or troubleshooting TWD initialization.
compose-multiplatform-patterns
affaan-m
Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
frontend-slides
affaan-m
Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.
content-hash-cache-pattern
affaan-m
Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.
swift-actor-persistence
affaan-m
Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
/search-first — Research Before You Code
affaan-m
Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.
django-security
affaan-m
Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.
code-tour
affaan-m
Create CodeTour .tour files — persona-targeted, step-by-step walkthroughs with real file and line anchors. Use for onboarding tours, architecture walkthroughs, PR tours, RCA tours, and structured "explain how this works" requests.
thinking-reversibility
tjboudreaux
Before heavy deliberation, classify the decision as cheap or costly to undo; decide two-way doors fast and stage one-way doors to preserve options.
cate-extension
0-AI-UG
Build, test, and publish a Cate extension, a web panel (optionally backed by a local server) that runs on Cate's canvas. Use when the user wants to create or scaffold a Cate extension, add a panel to Cate, work with the extension manifest, cateApi scopes, or the window.cate host API, or submit an extension to the cate-extensions catalog.
marp-export
brycewang-stanford
Export Marp slide markdown files to PDF (default), HTML, PPTX, or PNG. Handles theme loading, Chrome/Chromium detection for PDF export, and batch conversion. Trigger when user says "export slides", "convert marp to pdf", "marp export", "slides to pdf", "slides to html", "导出slides", "slides转pdf", "导出演示文稿".
faiss
NousResearch
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or when you need pure similarity search without metadata. Best for high-performance applications.
minecraft-modpack-server
NousResearch
"Host modded Minecraft servers (CurseForge, Modrinth)."
pokemon-player
NousResearch
Play Pokemon games autonomously via headless emulation. Starts a game server, reads structured game state from RAM, makes strategic decisions, and sends button inputs — all from the terminal.
apple-notes
NousResearch
Manage Apple Notes via the memo CLI on macOS (create, view, search, edit).
research-paper-writing
NousResearch
End-to-end pipeline for writing ML/AI research papers — from experiment design through analysis, drafting, revision, and submission. Covers NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Integrates automated experiment monitoring, statistical analysis, iterative writing, and citation verification.
cpp-coding-standards
affaan-m
C++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idiomatic practices.
iterative-retrieval
affaan-m
Pattern for progressively refining context retrieval to solve the subagent context problem
utilities
elie222
Util functions
project-structure
elie222
Project structure and file organization guidelines
burpsuite-project-parser
trailofbits
Searches and explores Burp Suite project files (.burp) from the command line. Use when searching response headers or bodies with regex patterns, extracting security audit findings, dumping proxy history or site map data, or analyzing HTTP traffic captured in a Burp project.
analyze-project
sickn33
Forensic root cause analyzer for Antigravity sessions. Classifies scope deltas, rework patterns, root causes, hotspots, and auto-improves prompts/health.
asana-automation
sickn33
"Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas."
architecture-decision-records
sickn33
Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.