Embeddings
Vector embeddings and similarity
Agnxi Search Skill
by openclaw
All versions of all skills that are on clawhub.com archived
apple-mail-search
by openclaw
"Apple Mail search on macOS with fast metadata and full body lookup. Use for finding messages in Mail.app by subject/sender/recipient/date, opening messages, and reading full body text. "
spotify-player
by openclaw
Terminal Spotify playback/search via spogo (preferred) or spotify_player.
academic-research-hub
by openclaw
"Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to \"find papers on\", \"search research about\", \"download academic articles\", \"get citations for\", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai."
customer-success
by travisjneuman
Support workflows, ticketing systems (Zendesk, Intercom), knowledge base design, chatbot design, and metrics (CSAT, NPS). Use when building support infrastructure, designing help centers, or optimizing customer experience.
requirements-engineering
by jasonkneen
Transform vague feature ideas into clear, testable requirements using EARS format. Capture user stories, define acceptance criteria, identify edge cases, and validate completeness before moving to design.
ios-design-guidelines
by ehmo
Apple Human Interface Guidelines for iPhone. Use when building, reviewing, or refactoring SwiftUI/UIKit interfaces for iOS. Triggers on tasks involving iPhone UI, iOS components, accessibility, Dynamic Type, Dark Mode, or HIG compliance.
exa-search
by tdimino
Advanced Exa AI search with 5 specialized scripts for neural web search, content extraction, similar page discovery, quick research with citations, and async pro research with structured output. This skill should be used when performing web searches, extracting content from URLs, finding similar pages, or conducting AI-powered research. Provides full access to all Exa API endpoints including /search, /contents, /findSimilar, /answer, and /research/v1.
crypt-librarian
by tdimino
"Film curator persona for sourcing pre-2016 cinema with literary/gothic sensibility, occult atmosphere, sensual mysticism, and historical grandeur. This skill should be used when searching for film recommendations, building watchlists, or exploring cinema matching these tastes. Uses Perplexity for film discourse, Exa for web searches, and Firecrawl for scraping Criterion/MUBI lists."
by tdimino
"Twitter/X integration with three modes: official API v2 search/research via x-search (pay-per-use, $0.005/read), session-based posting/reading via bird CLI (free, browser cookies), and bookmark archival via Smaug. This skill should be used when searching tweets, researching topics on X, posting, monitoring accounts, or archiving bookmarks."
gather
by corca-ai
"Unified information acquisition that stabilizes context before reasoning: URL auto-detect (Google/Slack/Notion/GitHub/web), web search (Tavily/Exa), and local codebase exploration. Triggers: \"cwf:gather\", \"gather <url>\", \"web search\", \"code search\""
Getting Started with Research Superpowers
by kthorn
Introduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversal
sentry
by goncalossilva
"Fetch and analyze Sentry issues, events, transactions, and logs. Helps agents debug errors, find root causes, and understand what happened at specific times."
search
by goncalossilva
Unified web search with automatic provider selection (Kagi, Brave Search, Claude Code, Codex CLI). Use for searching documentation, facts, or current information.
cloudflare
by dmmulroy
Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task.
github
by refly-ai
Integrate with GitHub for repository management and collaboration. Use when you need to: (1) manage repositories, issues, and pull requests, (2) search code and repositories, (3) manage collaborators and teams, or (4) automate GitHub workflows.
academic-research
by tdimino
This skill should be used for academic paper search, literature reviews, and research synthesis. Combines Exa MCP (research_paper category, arxiv.org filtering) with arxiv-mcp-server for paper discovery, download, and deep analysis. Use when searching for papers, conducting literature reviews, analyzing research trends, or synthesizing findings across multiple papers.
rlama
by tdimino
Local RAG system management with RLAMA. Create semantic knowledge bases from local documents (PDF, MD, code, etc.), query them using natural language, and manage document lifecycles. This skill should be used when building local knowledge bases, searching personal documents, or performing document Q&A. Runs 100% locally with Ollama - no cloud, no data leaving your machine.
semantic-validation
by akaszubski
GenAI-powered semantic validation - detects outdated docs, version mismatches, and architectural drift
project-alignment-validation
by akaszubski
Semantic validation patterns for PROJECT.md alignment (GOALS, SCOPE, CONSTRAINTS, ARCHITECTURE)
mcp-setup
by spences10
Setup guide for essential MCP servers. Use when configuring MCP servers or when user asks about search, SQLite, or MCP management.
memwal
by MystenLabs
Privacy-first AI memory SDK for decentralized storage on Sui blockchain with Walrus. Use when users say: - "add memory to my app" - "store encrypted memories" - "integrate MemWal" - "AI agent memory" - "persistent memory SDK" - "Walrus memory storage" - "setup MemWal" - "recall memories"
thumbgate
by IgorGanapolsky
ThumbGate provides pre-action gates for AI coding agents. It captures thumbs-up/down feedback on agent actions, auto-promotes repeated failures into prevention rules, and blocks known-bad tool calls via PreToolUse hooks. Trigger when the user wants to add safety guardrails to an AI agent workflow, capture structured feedback on agent output, generate prevention rules from failure patterns, gate high-risk actions before execution, or export DPO training pairs from production feedback. Works with any MCP-compatible agent including Cursor, Codex, Gemini CLI, Amp, and OpenCode.
vexor-cli
by scarletkc
Semantic file discovery via vexor. Use whenever locating where something is implemented/loaded/defined in a medium or large repo, or when the file location is unclear. Prefer this over manual browsing.