Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personjakexiaoAPI key: unconfirmed

markmind-mapper

Generate mind maps in Obsidian MarkMind Rich format from any content (books, articles, topics, notes, conversations). Use this skill whenever the user asks to create a mind map, mappa mentale, mappa c…

download18deployed_code—star0
personjakexiaoAPI key: unconfirmed

rag-implementation

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integr…

download18deployed_code—star34
personjakexiaoAPI key: unconfirmed

agent-memory-systems

Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector stor…

download18deployed_code—star219
personjakexiaoAPI key: unconfirmed

video-outline-generation

Quickly generate 2-3 video script outline proposals, including title suggestions, thumbnail design recommendations, and a complete structural design. Use this skill when the user mentions 'video outli…

download18deployed_code—star33
personjakexiaoAPI key: unconfirmed

search-web

Search web using Claude Sonnet with web_search tool. Returns a single text Note with synthesized findings.

download18deployed_code—star9
personjakexiaoAPI key: unconfirmed

conversation-memory

Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.

download18deployed_code—star3
personjakexiaoAPI key: unconfirmed

embedding-strategies

Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...

download18deployed_code—star3
personjakexiaoAPI key: unconfirmed

director-ai

AI Director skill for pacing control and dynamic difficulty.

download18deployed_code—star458
personjakexiaoAPI key: unconfirmed

gemini-3-multimodal

Process multimodal inputs (images, video, audio, PDFs) with Gemini 3 Pro. Covers image understanding, video analysis, audio processing, document extraction, media resolution control, OCR, and token op…

download18deployed_code—star6
personjakexiaoAPI key: unconfirmed

autonomous-agents

Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's m…

download18deployed_code—star219
personjakexiaoAPI key: unconfirmed

pop-up-book-illustration

Generate 3D paper pop-up book style illustrations with a sense of depth, bright and warm tones, suitable for technology, education, brand presentations, and other scenarios.

download18deployed_code—star85
personjakexiaoAPI key: unconfirmed

beaver-xhs-images

Generates Xiaohongshu (Little Red Book) infographic series with 10 visual styles and 8 layouts. Breaks content into 1-10 cartoon-style images optimized for XHS engagement. Use when user mentions "小红书图…

download18deployed_code—star0
personjakexiaoAPI key: unconfirmed

context-compression

This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentions context compression, structured summariz…

download18deployed_code—star3
personjakexiaoAPI key: unconfirmed

magic-animator

AI-powered animation tool for creating motion in logos, UI, icons, and social media assets.

download18deployed_code—star2
personjakexiaoAPI key: unconfirmed

"apple-translation"

On-device translation: Translation framework, system translation sheet, TranslationSession API, language detection. Use when adding text translation, language switching, or on-device ML translation fe…

download18deployed_code—star1
personjakexiaoAPI key: unconfirmed

ligandmpnn

Ligand-aware protein sequence design using LigandMPNN. Use this skill when: (1) Designing sequences around small molecules, (2) Enzyme active site design, (3) Ligand binding pocket optimization, (4) M…

download18deployed_code—star114
personjakexiaoAPI key: unconfirmed

glm4v-analyze-image

The visual language model of Zhipu AI, used for image analysis, content recognition, and visual question answering

download18deployed_code—star221
personjakexiaoAPI key: unconfirmed

azure-ai-contentsafety-ts

Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual content, …

download18deployed_code—star219
personjakexiaoAPI key: unconfirmed

video-creation-pro

A product video creation system with 10 intelligent agents working collaboratively, featuring a full-process quality loop (creation → quality inspection → feedback iteration), and mandating the use of…

download18deployed_code—star85
personjakexiaoAPI key: unconfirmed

azure-ai-contentsafety-ts

Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual content..…

download18deployed_code—star3
personjakexiaoAPI key: unconfirmed

context-window-management

Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...

download18deployed_code—star3
personjakexiaoAPI key: unconfirmed

ml-pipeline-workflow

Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod...

download18deployed_code—star2