i18n
Localization and translation
code-reviewing
by taptap
AI 驱动的代码审查能力，当用户提到代码审查、code review、审查代码、查看代码质量等关键词时自动触发。使用 9 个并行 Agent 进行全维度分析（Bug/质量/安全/性能）。
HuggingFace Daily Papers Digest
by fratert691
Papers are submitted by the community to https://huggingface.co/papers each day.
no-more-fomo
by Ayden7399
Use when user says 'fomo', 'digest', 'daily', 'AI news', 'today's papers', 'what's new in AI', 'catch up', or on a scheduled daily cron trigger.
caveman-help
by GilvanS
Quick-reference card for all caveman modes, skills, and commands. One-shot display, not a persistent mode. Trigger: /caveman-help, "caveman help", "what caveman commands", "how do I use caveman".
stable-diffusion-image-generation
by magnetoid
State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines.
i18n-localization
by GilvanS
Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.
rag
by Kiki276
Use when the user has already provided source material and needs a cited, evidence-constrained answer from that material. Not for external retrieval.
brand-alignment
by peterbamuhigire
Ensures every website element — layout, messaging, navigation, imagery, CTAs — reflects the client's brand identity and speaks clearly to their ideal customer. Use before and during page building to validate that the site feels intentional, cohesive, and trustworthy.
unsloth
by magnetoid
"Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM."
translate-cli
by atacan
End-user guide for running and configuring the translate CLI across text/stdin/file/glob inputs, provider selection, presets, custom prompt templates, and TOML settings. Use when users ask for command construction, config updates (translate config/translate presets), provider setup, dry-run validation, or troubleshooting translation behavior.
status
by TuckerBrady
Report live mission status. When the human types /status, read the shared state at the team root and answer in this session — no session hopping, no waiting on a poll. In the Overmind's session this is the whole board reconciled against the transport pulse when one is bound, always closed with a human-readable scoreboard plus the repainted mission-board artifact; in a specialist's session it's that specialist's own mission and lane. Use when the human invokes /status, or asks "what's in flight?", "where are we?", "status?", or "what's everyone working on?".
z-ai-api
by jrajasekera
Z.ai API integration for building applications with GLM models. Use when working with Z.ai/ZhipuAI APIs for: (1) Chat completions with GLM-4.7/4.6/4.5 models, (2) Vision/multimodal tasks with GLM-4.6V, (3) Image generation with GLM-Image or CogView-4, (4) Video generation with CogVideoX-3 or Vidu models, (5) Audio transcription with GLM-ASR-2512, (6) Function calling and tool use, (7) Web search integration, (8) Translation, slide/poster generation agents. Triggers: Z.ai, ZhipuAI, GLM, BigModel, Zhipu, CogVideoX, CogView, Vidu.
website-builder
by peterbamuhigire
Master orchestrator for building static websites from markdown content and photos. Use when the user says "build a website", "create a site", or references docs/ content. Reads content from docs/, photos from photo-bank/, and generates a complete Astro website.
gpd-submission-health
by dl-alexandre
Preflight Google Play releases, validate edits, and verify listing completeness with gpd. Use when shipping to production or troubleshooting a failed release.
clean-code
by GilvanS
Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments
documentation
by developerinlondon
Documentation standards: ASCII box-drawing diagrams (not Mermaid), structured plan format, compact tables for comparisons. Use when writing docs, plans, READMEs, or architecture documents in any project.
inline-docs
by manastalukdar
Generate JSDoc/docstrings from code analysis
mise
by mritd
"Install missing language runtimes and dev tools via mise. Use when (1) a command fails due to missing runtime (e.g. node not found, python3 not found, go command not found), (2) user asks to install/setup a language runtime or SDK (node, python, go, rust, java, ruby, etc.), (3) user mentions version management for languages, or (4) setting up a new development environment."
gpd-metadata-sync
by dl-alexandre
Sync and validate Google Play metadata, listings, and assets with gpd, including Fastlane-style workflows. Use when updating store listings or translations.
qwen3-tts-mlx
by AGISeek
Local Qwen3-TTS speech synthesis on Apple Silicon via MLX. Use for offline narration, audiobooks, video voiceovers, and multilingual TTS.
analyze-size
by otrebu
Analyze codebase size and language distribution using cloc. Use when user wants to understand codebase scale, primary languages, code composition, or assess project complexity. Provides total LOC, size category, language breakdown percentages, and key insights.
app-store-changelog
by dagba
Create user-facing App Store release notes by collecting and summarizing all user-impacting changes since the last git tag (or a specified ref). Use when asked to generate a comprehensive release changelog, App Store "What's New" text, or release notes based on git history or tags.
stitch-design-md
by partme-ai
Analyze Stitch projects and synthesize a semantic design system into DESIGN.md. Uses Stitch MCP list_projects list_screens get_screen get_project to retrieve screens and project metadata; outputs natural-language design tokens for consistent Stitch screen generation. Use with stitch-ui-prompt-architect and stitch-loop for multi-page consistency.
swift-human-guidelines
by Frostist
Comprehensive Swift 6 and SwiftUI development guidelines for building iOS 26, iOS 18, iPadOS, macOS, watchOS, visionOS, and tvOS applications. Covers Foundation Models API, BGContinuedProcessingTask, Call Translation API, Liquid Glass design system, data-race safety, typed throws, synchronization primitives, SwiftUI/UIKit interoperability, zoom transitions, and document-based apps. Use when building new Apple platform apps, implementing Apple Intelligence features, optimizing performance with Swift 6 concurrency, following Apple Human Interface Guidelines, creating cross-platform applications, or working with iOS 26/18 APIs. Triggers on Swift code, SwiftUI views, Xcode projects, app architecture, background processing, translation features, Foundation Models, synchronization, actors, Sendable types, or modern Apple platform development.