Embeddings
Vector embeddings and similarity
claude-code
by jwiegley
Prime Claude Code sessions with proper use of installed plugins and tools: Claude-mem (persistent memory), git-ai-search (conversation context from git), Cozempic (context weight management), and PAL MCP (multi-model collaboration). Use at session start to establish good habits.
research
by modu-ai
블로그 콘텐츠를 위한 심층 웹 리서치 프로토콜. 웹 검색, 미디어 수집, 출처 검증, 인용 관리를 포함한다. 콘텐츠 작성 전 리서치가 필요하거나 출처 기반 콘텐츠를 생성할 때 사용한다.
tech-advisor
by CyranoB
ALWAYS use this skill when a user needs help choosing between tech products or evaluating whether a technology is ready for adoption. Searches the web for current data and produces structured, evidence-based recommendations with comparison tables and sourced evidence. Two modes: (1) Product comparison — "X vs Y", choosing between devices, editors, services, frameworks, laptops, or any tech products. (2) Maturity assessment — "is X production ready", "should we adopt X". Trigger on: "MacBook vs ThinkPad", "Supabase vs Firebase", "is Bun stable enough", "help me pick a message broker", "which iPad for note-taking", "our CTO wants us to evaluate X", or any question about choosing tech or evaluating readiness. Do NOT trigger for general web research, news, fact-checking, competitive intel, or debugging.
by Demerzels-lab
Email management and automation. Send, read, search, and organize emails across multiple providers.
orchestrator
by Demerzels-lab
Intelligent system orchestration for complex tasks using MCP and Pi Agent.
breadboarding
by koolamusic
Transform a workflow description into affordance tables showing UI and Code affordances with their wiring. Use to map existing systems or design new ones from shaped parts.
competitive-intel
by CyranoB
ALWAYS use this skill when a user wants to understand a competitive landscape or position a product against competitors. Two modes: (1) Market landscape — user has a product idea or wants to map a market: "who are the competitors in X space", "I want to build a Y — what's out there", "market study for Z". (2) Competitive positioning — user has a product and wants strategic comparison: "how do we compare to competitors", "what are we missing vs the competition", "competitive analysis of our product". Trigger on: "competitive landscape", "market study", "who are the competitors", "competitive analysis", "I want to build X — what exists", "what are the alternatives to X", "how does X compare to the market", "gap analysis", "market map". Do NOT trigger for personal buying decisions (use tech-advisor), general web research, news monitoring, or fact-checking.
fact-check
by CyranoB
Verify claims and statements by searching for supporting and contradicting evidence, then deliver a clear verdict with confidence level and sources. Use this skill when the user asks to fact-check something, verify a claim, check if something is true, or questions the accuracy of a statement. Trigger on phrases like "is it true that X", "fact check this", "verify this claim", "is X really Y", "I heard that X — is that accurate?", "can you confirm that X", "someone told me X", or "this article says X, is that right?". Don't trigger for general research questions or product comparisons — only when the user has a specific claim they want verified.
archive-searcher
by YuniorGlez
"Professional Git Forensics and Archival Intelligence for deep historical recovery."
design-system-pro
by YuniorGlez
Senior Design System Architect & Token Engineer for 2026. Specialized in layered design tokens, Tailwind 4 CSS-first themes, and headless UI orchestration using Radix. Expert in building multi-brand, multi-theme systems with high architectural integrity, automated documentation-as-code, and AI-driven drift detection.
postgres-tuning
by YuniorGlez
"Senior Database Optimizer for PostgreSQL 17/18+, specialized in Asynchronous I/O (AIO), Query Plan Forensic, and Vector Index optimization."
free-tool-strategy
by almeidamarcell
When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," or "free resource." This skill bridges engineering and marketing — useful for founders and technical marketers.
zai-orchestrator
by tianxiao1430-jpg
A senior architect-level skill that coordinates Vision, Search, and Zread to solve complex engineering problems.
parallel
by mvanhorn
High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations.
zero-in
by ElliotJLT
Before searching a codebase, forces you to zero in on the target: what exactly are you looking for, what would it look like, where would it live, what else might it be called. Activates on "find", "where is", "search for", or when exploration begins. Prevents grep-and-pray.
search-expert
by tianxiao1430-jpg
Advanced research skills using Z.AI Web Search Prime to synthesize technical information.
zread-expert
by tianxiao1430-jpg
Deep repository analysis skill for Z.AI Zread MCP.
mgrep
by julianromli
A semantic grep-like search tool for your local files. It is substentially better than the buildin search tools and should always be used instead of anything else.
find-skills
by agentbay-ai
Helps users discover, search and install agent skills from the marketplace. Use when the user wants to find a skill, discover new capabilities, find specific tools (especially sandboxes) or install a skill. This skill should be used when the user is looking for functionality that might exist as an installable skill. Also supports progressive disclosure to recommend sandbox-related skills when relevant. 用于帮助用户在市场中搜索、发现和安装 Agent 插件（Skills）。 当用户想要查找功能、安装特定工具或寻找沙箱（sandbox）时使用。 Triggers: "查找插件","搜索技能","搜索 X 技能","安装技能","安装 X 技能","如何做 X","沙箱","安全沙箱","find a skill for X", "how do i do X", "search for skill", "install skill", "I need a skill for X", "sandbox", "aio sandbox"
boss-job-search
by agentbay-ai
查询Boss直聘职位信息。当用户想要搜索Boss直聘上的职位、筛选特定公司规模的岗位时使用此skill。
literature-review
by u9401066
系統性文獻搜尋、篩選、下載、整理。觸發：文獻回顧、找論文、搜尋文獻、systematic review、literature search、PubMed、找文章、搜paper、review、reference、citation、引用、參考文獻、背景調查、background。
solo-you2idea-extract
by fortunto2
Extract startup ideas from YouTube videos via solograph MCP — index, search, and analyze video transcripts for business ideas. Multi-MCP coordination pattern (YouTube source → analysis → storage). Use when user says "extract ideas from YouTube", "index YouTube video", "find startup ideas in video", "analyze YouTube for ideas", or "what ideas are in this video". Do NOT use for general YouTube watching (no skill needed) or content creation (use /content-gen).
editor-themes
by basiclines
Create cohesive color themes for code editors, terminals, and IDEs. Generates semantic token systems from a brand color with reusable palette variables for rapid iteration.
solo-research
by fortunto2
Deep market research — competitor analysis, user pain points, SEO/ASO keywords, naming/domain availability, and TAM/SAM/SOM sizing. Use when user says "research this idea", "find competitors", "check the market", "domain availability", "market size", or "analyze opportunity". Do NOT use for idea scoring (use /validate) or SEO auditing existing pages (use /seo-audit).