Embeddings
Vector embeddings and similarity
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.
neurograph
by 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
by 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{}).
dataset-curator
by famaoai-creator
Prepares and audits high-quality datasets for AI/RAG applications. Cleans noise, structure data, and ensures privacy compliance in knowledge bases.
tensor-grep
by oimiragieo
Use when searching text in files, codebases, logs, or documents at scale. Use when finding files by pattern, searching massive logs that are too big for CPU regex, extracting specific content from many files, when you need semantic/AST structural code queries, or when you need NLP classification of threats in server logs. Triggers on "search for", "find occurrences", "look for pattern", "search in files", "classify logs", or "structural code search".
deps
by alienfast
Visualize and analyze issue dependencies in Linear. Finds blocking chains, circular dependencies, and critical path items.
knowledge-searching
by mzt-76
"OBLIGATOIRE pour toute question factuelle sur la nutrition — proteines, macros, deficit, supplements, regimes, BMR. Charge ce skill ET appelle retrieve_relevant_documents AVANT de repondre. Ne jamais repondre de memoire sur des sujets nutritionnels."
agno
by AbhishekSharma-17
"Build AI agents, multi-agent teams, and agentic workflows using the Agno framework. MANDATORY TRIGGERS: Agno, agno-agi, AgentOS, any mention of the Agno framework. Also trigger when the user wants to build AI agents with tools/memory/knowledge, create multi-agent systems, RAG pipelines, reasoning agents, agentic workflows, or deploy agents to production. Trigger even if the user just says 'build me an agent', 'create an AI assistant', or 'make a chatbot' — if Agno is anywhere in their stack or project dependencies. When in doubt about whether to use this skill for agent-building tasks, use it."
applying-semantic-versioning
by sumik5
Semantic Versioning 2.0.0仕様に基づくバージョン判断ガイド。MAJOR/MINOR/PATCH判定、プレリリース・ビルドメタデータ、範囲指定を提供。 REQUIRED for all version-related decisions. Use when determining version bumps, creating releases, or managing dependencies.
research
by acking-you
Structured web research with multi-source validation. Output reports with complete citation links. Focus on key results, verify information quality.
link-deps
by alienfast
Discover and link related issues as dependencies. Searches for issues that should be connected and recommends dependency relationships to establish proper work order.
vector-databases
by eyadsibai
Use when "vector database", "embedding storage", "similarity search", "semantic search", "Chroma", "ChromaDB", "FAISS", "Qdrant", "RAG retrieval", "k-NN search", "vector index", "HNSW", "IVF"
github-code-search
by 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)
{{PLUGIN_ID}}-help
by timequity
Help and documentation for {{PLUGIN_NAME}} plugin. Use when: user asks about available skills, commands, or how to use this plugin. Triggers: "help", "what can you do", "list skills", "show commands", "как пользоваться", "что умеешь".
vibium-browser-automation
by 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
web-research
by Tempuss
Use when researching markets, analyzing competitors, comparing technologies, or finding case studies. Ensures all findings include credible sources and URLs.
syncing-submodules
by eyadsibai
Use when running /ltk:sync-submodules, updating submodules, or needing to "sync", "merge", "adapt", "learn from" other Claude Code plugins or repos
ast-grep
by 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.
multimodal-models
by 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"
android-app-icon
by hitoshura25
Generate Android adaptive icons from Iconify's 200k+ open source icons
kubeblocks
by apecloud
Route database work on Kubernetes to the right KubeBlocks skill. Use this as the top-level entrypoint when the user needs a database, database operations, or database observability on Kubernetes. The root skill only decides the next hop; detailed workflows live in the leaf skills.
cve-lookup
by Mearman
Search for Common Vulnerabilities and Exposures (CVEs) by ID (e.g., CVE-2024-1086) or by product name (e.g., OpenSSL, Apache Tomcat). Get detailed vulnerability information including severity scores, affected software versions, and references. Use when the user wants to look up CVE information, check if a product has known vulnerabilities, or research security issues.
micron-syntax
by torlando-tech
This skill should be used when the user asks about "micron markup syntax", "micron formatting", "backtick commands in NomadNet", ".mu file format", "NomadNet terminal formatting", "micron colors", "micron links", "micron fields", "micron parser implementation", or needs to understand Micron markup tags for NomadNet pages.
rem-sleep
by stewnight
Memory consolidation and defragmentation for long-term memory maintenance. Use when asked to consolidate memories, defrag memory, run REM sleep, clean up memory files, or process session logs into durable memory. Also use periodically during heartbeats for memory maintenance.