Embeddings
Vector embeddings and similarity
brain
by HJewkes
Search and manage your second brain knowledge base. Use when the user asks about their notes, wants to find information, or needs to add/organize knowledge. Also use proactively before research, brainstorming, or planning tasks to pull relevant prior work, and after completing research or making decisions to deposit findings.
npms-suggest
by Mearman
Get npm package name suggestions and autocomplete from NPMS.io. Use when the user asks for package name suggestions, wants to autocomplete a package name, or search for packages by name pattern.
memory-systems
by ken-cavanagh-glean
Design and implement memory architectures for agent systems. Use when building agents that need to persist state across sessions, maintain entity consistency, or reason over structured knowledge.
teach
by asteroid-belt
Transforms technical documents into rigorous learning journeys with collegiate-level mastery requirements. Uses Bloom's taxonomy progression, 80%+ mastery thresholds, and multi-level verification before advancing. Treats learning as a high school to college graduation progression. Use when user wants deep understanding, not surface familiarity.
code-examples
by krmcbride
Find real-world code examples across millions of GitHub repositories. Use when the user wants to see how others implement something, find usage patterns, or discover code examples in the wild.
langchain-text-splitters
by christian-bromann
Guide to using text splitter integrations in LangChain including recursive, character, and semantic splitters
tailwind-dashboard
by peixotorms
Use when building admin dashboards, data tables, CRUD interfaces, back-office panels, or management consoles with Tailwind CSS. Covers advanced tables with sorting, filtering, pagination, expandable rows, CRUD layouts, create/update/delete modals, create/update drawers, dashboard navbars, dashboard footers, faceted search, dropdown filters, side navigation, read sections, success messages, table headers, table footers, bulk actions, data export.
qveris
by hqman
Search and execute dynamic tools via QVeris API. Use when needing to find and call external APIs/tools dynamically (weather, search, data retrieval, stock trading analysis, etc.). Requires QVERIS_API_KEY environment variable.
gitlab-search
by grandcamel
"GitLab search operations via API. ALWAYS use this skill when user wants to: (1) search across GitLab globally, (2) find issues/MRs/code/commits, (3) search within a group or project, (4) find users or projects by keyword."
langchain-embeddings
by christian-bromann
Guide to using embedding model integrations in LangChain including OpenAI, Azure, and local embeddings
braindump
by MohGanji
Persistent local memory for AI agents. Silently capture and retrieve context that survives beyond a single conversation: business requirements, API specs, integration quirks, technical decisions, user preferences, and domain knowledge. Use this skill proactively whenever you encounter information worth preserving or when context from past sessions would help the current task. Also triggered manually by "braindump this" (to store) or "use your brain" (to retrieve).
google-search-browser-use
by Grasseed
Use browser-use to perform Google searches, open results, and extract key information from live pages. Use when the user asks to "search Google", "look this up on Google", or needs current web results via a real browser session (often to avoid bot blocks).
search
by weegigs
Search and research enhancement skills. Use when performing web searches, looking up library documentation, or conducting research that requires multiple sources.
nexi-search
by lirrensi
Web search CLI that uses LLMs to search, read pages, and synthesize answers with citations. Use when you need current information from the web - news, documentation, recent events, or any topic requiring up-to-date sources. Invoke with nexi --plain "query" for programmatic use.
skanetrafiken
by rezkam
Skåne public transport trip planner (Skånetrafiken). Plans bus/train journeys with real-time delays. Supports stations, addresses, landmarks, and cross-border trips to Copenhagen.
variation-theory
by dbosk
Apply variation theory of learning to structure instructional content using contrast, generalization, and fusion patterns. Variation must target the critical aspects of the learning objective. Use when writing educational materials, explanations, tutorials, literate programming documentation (.nw files), structuring lecture slides, designing exercises, or when user mentions variation theory, learning theory, pedagogy, or critical aspects of learning. Works alongside the literate-programming skill for .nw files.
reddit-search-api
by lignertys
Use this skill to access Reddit's full data archive via reddapi.dev API. Features semantic search, subreddit discovery, and real-time trend analysis. Perfect for market research, competitive analysis, and niche opportunity discovery.
browser-automation
by femto
Control Chrome browser with AI using MCP protocol. Use when users want to automate browser tasks, take screenshots, fill forms, click elements, navigate pages, search browsing history, manage bookmarks, or perform any browser-based automation. Works with your existing Chrome browser and login sessions.
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{}).
google-devdocs
by spm1001
Orchestrates Google developer documentation lookups via REST API using a 2-step search-then-retrieve workflow (curl + jq, no MCP). BEFORE scraping or guessing at Google API docs, invoke FIRST — returns fresh Markdown from 11 indexed sites including docs.cloud.google.com, firebase.google.com, developer.android.com, and ai.google.dev. Triggers on 'check the Google docs', 'look up the Firebase docs', 'what do the Cloud docs say', 'Google API documentation', 'search Google developer docs'. (user)
ui-ux-pro-max
by ThrownLemon
"UI/UX design intelligence. 57 styles, 96 palettes, 50 font pairings, 25 charts, 11 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Search and apply design best practices."
turso-db
by sivukhin
Turso (Limbo) database helper — an in-process SQLite-compatible database written in Rust. Formerly known as libSQL / libsql. Replaces @libsql/client, libsql-experimental for Turso use cases. Works in Node.js, browser (WASM + OPFS for persistent local storage), React Native, and server-side. Features: vector search, full-text search, CDC, MVCC, encryption, remote sync. SDKs: JavaScript (@tursodatabase/database), Browser/WASM (@tursodatabase/database-wasm), React Native (@tursodatabase/sync-react-native), Rust (turso), Python (pyturso), Go (tursogo). This skill contains all SDK documentation needed to use Turso — do NOT search the web for Turso/libsql docs.
reddapi
by lignertys
Use this skill to access Reddit's full data archive via reddapi.dev API. Features semantic search, subreddit discovery, and real-time trend analysis. Perfect for market research, competitive analysis, and niche opportunity discovery.
@tank/slack
by 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."