向量嵌入

vibium-browser-automation

trotsky1997

Comprehensive guide for using Vibium browser automation tool via MCP. Use when (1) Automating web interactions in Cursor IDE, (2) Navigating web pages, (3) Taking screenshots, (4) Clicking buttons or links, (5) Filling forms or input fields, (6) Finding elements on web pages, (7) Web scraping tasks, (8) Testing websites, or any task requiring programmatic browser control within Cursor IDE

rag-frameworks

eyadsibai

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

neurograph

greatnorthernfishguy-hub

"NeuroGraph is a cognitive memory system that remembers context across conversations using a spiking neural network substrate. Invoke when the user asks about memory, remember, context, what was learned, what the system knows, Syl, graph associations, knowledge, or wants to ingest or feed content into the knowledge base."

latex-writing

dbosk

Guide LaTeX document authoring following best practices and proper semantic markup. Use proactively when: (1) writing or editing .tex files, (2) writing or editing .nw literate programming files, (3) literate-programming skill is active and working with .nw files, (4) user mentions LaTeX, BibTeX, or document formatting, (5) reviewing LaTeX code quality. Ensures proper use of semantic environments (description vs itemize), csquotes (\enquote{} not ``...''), and cleveref (\cref{} not \S\ref{}).

web-research

Tempuss

Use when researching markets, analyzing competitors, comparing technologies, or finding case studies. Ensures all findings include credible sources and URLs.

dataset-curator

famaoai-creator

Prepares and audits high-quality datasets for AI/RAG applications. Cleans noise, structure data, and ensures privacy compliance in knowledge bases.

syncing-submodules

eyadsibai

Use when running /ltk:sync-submodules, updating submodules, or needing to "sync", "merge", "adapt", "learn from" other Claude Code plugins or repos

cab-modeling

SpiralCloudOmega

Cabinet impulse response capture, neural cab modeling, and real-time convolution processing

master-ba

truongnat

Elite business analysis standards focused on requirements deconstruction, stakeholder value alignment, Gherkin acceptance criteria, and risk analysis. Use when defining new features, complex system migrations, or strategic planning.

deps

alienfast

Visualize and analyze issue dependencies in Linear. Finds blocking chains, circular dependencies, and critical path items.

ast-grep

trotsky1997

Guide for writing ast-grep rules to perform structural code search and analysis. Use when users need to search codebases using Abstract Syntax Tree (AST) patterns, find specific code structures, or perform complex code queries that go beyond simple text search. This skill should be used when users ask to search for code patterns, find specific language constructs, or locate code with particular structural characteristics.

ai-agent-super-skill

anavvanzin

Comprehensive AI agent building skill merging Perplexity Computer's skill creation, webserver, and automation capabilities with Claude Code's agent orchestration, MCP server building, RAG system construction, subagent coordination, parallel agent dispatching, prompt optimization, and execution planning. Covers designing AI agents, building MCP servers, creating RAG pipelines, orchestrating multi-agent systems, optimizing prompts, and deploying AI-powered workflows. Use when building AI agents, creating MCP servers, designing RAG systems, coordinating subagents, optimizing prompts, or architecting any AI-powered automation.

skill-installer

Kang-chen

"DEPRECATED - Use skill-manager instead. This skill is kept for backward compatibility. For installing skills: use 'skills install <url>' from skill-manager."

context-optimization

eyadsibai

Use when optimizing agent context, reducing token costs, implementing KV-cache optimization, or asking about "context optimization", "token reduction", "context limits", "observation masking", "context budgeting", "context partitioning"

codeeagle

imyousuf

Query and analyze the codebase using CodeEagle's knowledge graph. Provides structured code data (symbols, interfaces, edges), impact analysis, design review, and general Q&A — all grounded in an indexed knowledge graph. Use this FIRST before reading source files.

multimodal-models

eyadsibai

Use when "CLIP", "Whisper", "Stable Diffusion", "SDXL", "speech-to-text", "text-to-image", "image generation", "transcription", "zero-shot classification", "image-text similarity", "inpainting", "ControlNet"

Skill Manager

Kang-chen

link-deps

alienfast

Discover and link related issues as dependencies. Searches for issues that should be connected and recommends dependency relationships to establish proper work order.

@tank/slack

tankpkg

"Send messages, manage channels, search conversations, and automate workflows in Slack. Covers messaging (threads, ephemeral, scheduled), Block Kit (sections, buttons, select menus, modals), channel management, file uploads, user lookups, and mrkdwn formatting. Triggers: slack, message, channel, thread, Block Kit, modal, button, select menu, mrkdwn, emoji, file upload, search, DM, ephemeral, Slack API, webhook, bot."

search-enhancer

CuriousLearner

Enhanced code search with semantic understanding, pattern matching, and intelligent query interpr...

todo-finder

Dexploarer

Finds and organizes TODO, FIXME, HACK, and NOTE comments in codebase. Use when user asks to "find TODOs", "show all FIXMEs", "list action items", or "what needs to be done".

github-code-search

jaredpalmer

Search GitHub code across millions of repositories using grep.app. Use when you need to find code patterns, implementations, examples, or understand how features are built in public codebases. (project)

mail-search

aashari

Search Apple Mail across all synced accounts by keyword, subject, sender, or any combination. Use when user asks to find an email, search for a message, or look for something in their mail. Arguments: search terms, optionally with sender:, subject:, from:, account: prefixes, and time filters like "last 30 days" or "this year".

mastering-postgresql

SpillwaveSolutions

PostgreSQL development for Python with full-text search (tsvector, tsquery, BM25 via pg_search), vector similarity (pgvector with HNSW/IVFFlat), JSONB and array indexing, and production deployment. Use when creating search features, storing AI embeddings, querying vector similarity, optimizing PostgreSQL indexes, or deploying to AWS RDS/Aurora, GCP Cloud SQL/AlloyDB, or Azure. Covers psycopg2, psycopg3, asyncpg, SQLAlchemy integration, Docker development setup, and index selection strategies. Triggers are Use "PostgreSQL search", "pgvector", "BM25 postgres", "JSONB index", "psycopg", "asyncpg", "PostgreSQL Docker", "AlloyDB vector". Does NOT cover - DBA administration (backup, replication, users), MySQL/MongoDB/Redis, schema design theory, stored procedures.