Embeddings

jmap-email

by jacobrask

Enables JMAP email operations using Node.js and jmap-jam library. Use when working with JMAP email servers, FastMail, Cyrus IMAP, Stalwart Mail Server, or when user mentions email search, reading, sending, or mailbox management.

calendar-search

by aashari

Search calendar events by title, location, or description keyword. Use when user asks to find a specific meeting, event, or anything that happened or is coming up.

browser-control

by krishagel

Full browser control for authenticated web interactions using Playwright scripts

user-story-generator

by LKB-99

"Use this skill when users want to create, write, or generate user stories, acceptance criteria, or agile development tasks. Triggers: user story, acceptance criteria, agile, backlog, sprint, Gherkin, BDD, feature, epic, INVEST."

create-design-system

by bdmorin

You are an expert design systems architect.

zlib-download

by psylch

Search and download books from Z-Library and Anna's Archive. Use when user wants to find, search, download, or look up books, papers, or ebooks. Trigger phrases include "find book", "search book", "download book", "找书", "下载书籍", "搜书", "book search", "zlibrary", "anna's archive".

denser-retriever

by denser-org

"Build and search knowledge bases from documents using the Denser Retriever API. No-code RAG pipeline - upload PDFs, DOCX, PPTX, and other files, then search them with semantic search through natural conversation. Use this skill for: knowledge base creation, document upload, semantic search, document retrieval, PDF search, file indexing, RAG (retrieval-augmented generation), vector search, AI search, question answering over documents, text search API, document Q&A, knowledge management, and enterprise search. Trigger on: 'knowledge base', 'semantic search', 'document search', 'RAG', 'search my files', 'upload documents', 'PDF search', 'denser retriever', 'index documents', 'search knowledge base', 'document retrieval', 'vector search', or any request to search, query, or build a searchable collection of files."

Literature Review

by fabioc-aloha

"Systematic literature search, synthesis, gap identification, and narrative construction for academic research"

memory-management

by richfrem

"Tiered memory system for cognitive continuity across agent sessions. Manages hot cache (session context loaded at boot) and deep storage (loaded on demand). Use when: (1) starting a session and loading context, (2) deciding what to remember vs forget, (3) promoting/demoting knowledge between tiers, (4) user says 'remember this' or asks about project history."

memory-integration

by troykelly

Use to maintain context across sessions - integrates episodic-memory for conversation recall and mcp__memory knowledge graph for persistent facts

auto-claude-memory

by adaptationio

Auto-Claude Graphiti memory system configuration and usage. Use when setting up memory persistence, configuring LLM/embedding providers, querying knowledge graph, or optimizing memory performance.

Smoke Test Critical Paths Skill

by FortiumPartners

Load: skills/smoke-test-critical-paths/REFERENCE.md (~10KB)

agent-memory-system

by adaptationio

Persistent memory architecture for AI agents across sessions. Episodic memory (past events), procedural memory (learned skills), semantic memory (knowledge graph), short-term memory (active context). Use when implementing cross-session persistence, skill learning, context preservation, personalization, or building truly adaptive AI systems with long-term memory.

ai-native-development

by ArieGoldkin

Build AI-first applications with RAG pipelines, embeddings, vector databases, agentic workflows, and LLM integration. Master prompt engineering, function calling, streaming responses, and cost optimization for 2025+ AI development.

finding-files

by iota9star

Performs fast file discovery with parallel search and smart defaults. Use this skill when searching for files by name, pattern, or type, especially when performance matters or when working with large directories

analyzing-code-structure

by iota9star

Performs structural code search and refactoring by matching code structure instead of exact text. Use when editing code structure with text matching ambiguity, handling "old_string not unique" problems, or performing formatting-independent pattern matching across function signatures, method calls, and class structures

docs-discovery

by samhvw8

"Technical documentation discovery via context7 and web search. Capabilities: library/framework docs lookup, topic-specific search. Keywords: llms.txt, context7, documentation, library docs, API docs. Use when: searching library documentation, finding framework guides, looking up API references."

searching-text

by iota9star

Performs fast text search with one-shot patterns that minimize iterations by getting files, lines, and context in a single call. Use this skill when searching for text patterns, finding specific code locations, or getting context around matches

firecrawl

by founderjourney

Web scraping, search, and data extraction using Firecrawl API. Use when users need to fetch web content, discover URLs on sites, search the web, or extract structured data from pages.

UI Design Reference - Searchable Pattern Database

by samhvw8

fuzzy-selecting

by iota9star

Provides interactive fuzzy finder for selecting items from any list with preview capabilities. Use this skill when choosing from search results, files, processes, or any command output

Jira Search Skill

by 01000001-01001110

Jira Cloud REST API integration skills for Claude Code CLI with cross-platform script support (Node.js and Python)

skillsmp-search

by koryaga

Search and discover AI skills using the SkillsMP API. Supports keyword search and AI semantic search powered by Cloudflare AI. Use when users want to find AI skills, search for specific capabilities, or explore community-built AI tools. Triggers on "search skills", "find AI skills", "look up skills", "skills marketplace", "AI skills database".

cocoindex

by 89jobrien

Comprehensive toolkit for developing with the CocoIndex library. Use