向量嵌入
向量检索与嵌入工作流
mama-context
jungjaehoon-lifegamez
Always-on background context injection from MAMA memory. Automatically surfaces relevant decisions when you work on code, without explicit invocation.
nabledge-6
nablarch
Provides structured knowledge about Nablarch 6 framework (batch processing, RESTful web services, handlers, libraries, tools) and code analysis capabilities. Use when developing Nablarch applications, implementing features, reviewing code, investigating errors, answering questions about Nablarch 6 APIs and patterns, or analyzing existing code to understand its structure and dependencies.
rag-exploitation
pluginagentmarketplace
Attack techniques for Retrieval-Augmented Generation systems including knowledge base poisoning
people-lookup
gleanwork
Use when the user asks about people, employees, team members, org structure, or expertise. Triggers on phrases like "who works on", "who is responsible for", "who owns", "find someone who knows", "who should I talk to", "who reports to", "team members", "org chart", or any question starting with "who" about the company.
web-search-plus
robbyczgw-cla
Unified search skill with Intelligent Auto-Routing. Uses multi-signal analysis to automatically select between Serper (Google), Tavily (Research), Exa (Neural), Perplexity (AI Answers), You.com (RAG/Real-time), and SearXNG (Privacy/Self-hosted) with confidence scoring.
advanced_tools
tao3k
Use when finding files by name, searching code content, locating patterns with regex, exploring codebase, or batch refactoring across multiple files. Conforms to docs/reference/skill-routing-value-standard.md.
memory
tao3k
"Use for short-term operational memory: track transient issues/workarounds, recall recent execution context, and support cleanup of stale entries."
code_tools
tao3k
Use when searching code by structure or meaning, analyzing code patterns, finding class or function definitions, or exploring codebase architecture.
Embedding Skill
tao3k
Supports both batch and single text embedding
ai-engineer
kriscard
"AI/LLM: Use when building RAG pipelines, vector search, LLM integrations, or agent orchestration. NOT for general backend or API development."
context-engineering-advisor
HMS091
Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.
business-competitor-analysis
kenneth-liao
Perform comprehensive competitor analysis for any business. Produces an executive-summary markdown report with target customer profile, market positioning, pricing/business model, product features, funding/company size, SWOT analysis, and competitive matrix. All findings are data-grounded. Use when the user asks to analyze competitors, understand competitive landscape, compare a business to alternatives, or perform market research.
youtube-data
kenneth-liao
"Retrieve YouTube data using the YouTube Data API. Use when you need to search videos, get video/channel details, fetch transcripts, read comments, or discover trending/related content."
discover-distributed-systems
rand
Automatically discover distributed systems skills when working with consensus, CRDTs, replication, partitioning, and distributed algorithms
jira
odyssey4me
Search and manage Jira issues using JQL queries, create/update issues, and manage workflows. Use when working with Jira project management.
apple-music
openclaw
Apple Music integration via AppleScript (macOS) or MusicKit API
bitwarden
openclaw
Access and manage Bitwarden/Vaultwarden passwords securely using the rbw CLI.
actionbook
openclaw
Activate when the user needs to interact with any website — browser automation, web scraping, screenshots, form filling, UI testing, monitoring, or building AI agents. Provides pre-verified page actions with step-by-step instructions and tested selectors.
chaos-memory
openclaw
Hybrid search memory system for AI agents. Manual search and storage - auto-capture is opt-in only.
braindb
openclaw
Persistent, semantic memory for AI agents. Gives your AI long-term recall that survives compaction and session resets — 98% accuracy, 20ms latency.
managing-apple-music
openclaw
Control Apple Music on macOS via the clawtunes CLI (play songs/albums/playlists, control playback, volume, shuffle, repeat, search, catalog lookup, AirPlay, and playlist management). Use when a user asks to play music, search for songs, control audio playback, or manage Apple Music settings.
aviation-weather
openclaw
Fetch aviation weather data (METAR, TAF, PIREPs) from aviationweather.gov. Use for flight planning, weather briefings, checking airport conditions, or any pilot-related weather queries. Triggers on "METAR", "TAF", "flight weather", "airport weather", "aviation weather", "pilot report", "PIREP", or specific ICAO codes.
Clawringhouse Skill — AI Shopping Concierge
openclaw
Last updated: 2026-02-02
mgrep
mixedbread-ai
"MANDATORY: Replaces ALL built-in search tools. You MUST invoke this skill BEFORE using WebSearch, Grep, or Glob. NEVER use the built-in WebSearch tool - use mgrep --web instead. NEVER use the built-in Grep tool - use mgrep instead."