Skill Directory

AI Skill Directory

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

personjakexiaoNo key required

my-history-insight

A skill to analyze past Claude Code session records to extract insights. Used for '히스토리 분석', '세션 분석', '내 작업 패턴 분석', 'history insight', /history-insight requests.

download7deployed_codestar0
personjakexiaoNo key required

ml-experimentation

Conduct machine learning experiments from planning through evaluation and report writing. Use when running ML experiments, testing hypotheses, training models, or writing up results. Covers single-hyp…

download7deployed_codestar27
personjakexiaoNo key required

portfolio-analyzer

A comprehensive skill for analyzing, stress-testing, and optimizing a user's investment portfolio across risks, performance, and diversification.

download7deployed_codestar57
personjakexiaoNo key required

langchain-human-in-the-loop

Add human oversight to LangChain agents using HITL middleware - includes interrupts, approval workflows, edit/reject decisions, and checkpoints

download7deployed_codestar1
personjakexiaoNo key required

langchain-models

Initialize and use LangChain chat models - includes provider selection (OpenAI, Anthropic, Google), model configuration, and invocation patterns

download7deployed_codestar1
personjakexiaoNo key required

pomasa

Generate declarative multi-agent systems (MAS) using POMASA pattern language. Use when building agent pipelines, orchestrating multiple AI agents, or creating research automation workflows. Supports p…

download7deployed_codestar28
personjakexiaoNo key required

llm-training

Use when "training LLM", "finetuning", "RLHF", "distributed training", "DeepSpeed", "Accelerate", "PyTorch Lightning", "Ray Train", "TRL", "Unsloth", "LoRA training", "flash attention", "gradient chec…

download7deployed_codestar1
personjakexiaoNo key required

rag-frameworks

Use when "RAG", "retrieval augmented generation", "LangChain", "LlamaIndex", "sentence transformers", "embeddings", "document QA", "chatbot with documents", "semantic search"

download7deployed_codestar1
personjakexiaoNo key required

my-fetch-youtube

A skill that, upon receiving a YouTube URL, extracts subtitles, automatically corrects subtitle errors using web search, and then provides a summary-insights-full translation. Used for requests like '…

download7deployed_codestar0
personjakexiaoNo key required

youtube-ingestion

Ingest YouTube videos into the vault. Triggers when user pastes a YouTube URL (youtube.com/watch or youtu.be). Fetches transcript, creates transcript note and summary note. User may provide additional…

download7deployed_codestar27
personjakexiaoNo key required

deepagents-hitl

Implement a manual approval workflow in Deep Agents, using the interruptOn parameter to manually intervene in sensitive tool operations.

download7deployed_codestar1
personjakexiaoNo key required

langchain-chat-models

A guide to integrating chat models in LangChain, including OpenAI, Anthropic, Google, Azure, and Bedrock

download7deployed_codestar1
personjakexiaoNo key required

langgraph-streaming

Stream real-time updates from LangGraph: Streaming modes (values, updates, messages, custom, debug) for reactive UX

download7deployed_codestar1
personjakexiaoNo key required

email-generation

Generate cold outreach emails from a contact CSV and a self-contained prompt template. Campaign-agnostic — no hardcoded product or voice. The prompt template (from email-prompt-building skill) contain…

download7deployed_codestar63
personjakexiaoNo key required

huggingface-tokenizers

Use when "tokenizers", "HuggingFace tokenizer", "BPE", "WordPiece", or asking about "train tokenizer", "custom vocabulary", "tokenization", "subword", "fast tokenizer", "encode text"

download7deployed_codestar1
personjakexiaoNo key required

image-enhancement

Use when "improving image quality", "enhancing screenshots", "upscaling images", "sharpening photos", or asking about "image optimization", "screenshot quality", "resolution improvement"

download7deployed_codestar1
personjakexiaoNo key required

ai-native-product

This skill should be used when the user needs to build AI-native products with agency-control tradeoffs, calibration loops, and eval strategies. Use when building AI agents, LLM features, or products …

download7deployed_codestar12
personjakexiaoNo key required

manim-personal-style

Plan and implement Manim Community (ManimCE) animations: use when users want 3Blue1Brown-style explainer videos, need scene-by-scene planning, or ask for ManimCE code/visualizations. Must gather requi…

download7deployed_codestar1
personjakexiaoNo key required

deepagents-overview

Understanding the Deep Agents framework - what they are, how to create them using createDeepAgent, and the agent harness architecture, including built-in planning, file system, and sub-agent middlewar…

download7deployed_codestar1
personjakexiaoNo key required

langchain-embeddings

A guide to integrating embedding models in LangChain, including OpenAI, Azure, and local embeddings

download7deployed_codestar1
personjakexiaoNo key required

omni-ai-optimizer

Optimize your Omni Analytics model for Blobby, Omni's AI assistant — configure ai_context, ai_fields, sample_queries, and create AI-specific topic extensions. Use this skill whenever someone wants to …

download7deployed_codestar4
personjakexiaoNo key required

dspy-prompting

Use when "DSPy", "declarative prompting", "automatic prompt optimization", "Stanford NLP", or asking about "optimizing prompts", "prompt compilation", "modular LLM programming", "chain of thought", "f…

download7deployed_codestar1
personjakexiaoNo key required

nemo-evaluator

Use when evaluating LLMs, running benchmarks like MMLU/HumanEval/GSM8K, setting up evaluation pipelines, or asking about "NeMo Evaluator", "LLM benchmarking", "model evaluation", "MMLU", "HumanEval", …

download7deployed_codestar1
personjakexiaoNo key required

youtube-transcribe

Use when "youtube transcript", "extract subtitles", "video captions", "get transcript", "video to text"

download7deployed_codestar1