Prompts
Prompt engineering and templates
skill-creator
by MarcelLeon
创建高效 Skills 的指南。当用户需要创建新的 skill（或更新现有 skill）以通过专业知识、工作流程或工具集成扩展 Claude 的能力时使用此技能。
release
by MadAppGang
Plugin release process for MAG Claude Plugins marketplace. Covers version bumping, marketplace.json updates, git tagging, and common mistakes. Use when releasing new plugin versions or troubleshooting update issues.
prompt-optimizer
by smallnest
Analyze and optimize user prompts for clarity, specificity, and completeness using interactive questionnaires or direct analysis. Use this skill when user requests are vague, ambiguous, incomplete, or lack necessary details. Supports two modes - Interactive Mode (uses AskUserQuestion tool for guided clarification) and Direct Analysis Mode (provides optimization suggestions). Triggers on prompts containing vague language like "something", "thing", "stuff", "it", or when requests lack context, technical specifications, success criteria, or examples. When user requests interactive/questionnaire mode, use AskUserQuestion to guide them through structured questions. Helps transform unclear requests into well-structured, actionable prompts.
youtube-ai-digest
by yizhiyanhua-ai
Browse AI-related YouTube videos from subscribed channels, fetch transcripts, and generate Chinese summaries as Markdown digests. TRIGGER when user says "find AI videos", "AI news today", "YouTube AI summary", "summarize youtube", "AI video digest", "youtube ai digest", or wants to stay updated on AI trends. 也适用于中文触发："找 AI 视频"、"看看最近有什么 AI 新闻"、"帮我整理 AI 视频"、 "今天有什么 AI 内容"、"AI 视频摘要"、"AI 播客"。
x-article-publisher
by joeseesun
Publish Markdown articles to X (Twitter) Articles editor with proper formatting. Use when user wants to publish a Markdown file/URL to X Articles, or mentions "publish to X", "post article to Twitter", "X article", or wants help with X Premium article publishing. Handles cover image upload and converts Markdown to rich text automatically.
tavily-search
by AIsa-team
'Advanced web search via Tavily through AIsa API. Supports search depth, topic filtering (general/news/finance), time ranges, domain inclusion/exclusion, and LLM-generated answers. Use when: the user needs web search, research, source discovery, or content extraction.'
seo-keyword-research
by AIsa-team
Use this skill when a user asks for SEO keyword research, keyword discovery, search volume analysis, keyword difficulty, search intent mapping, topic clusters, content opportunities, competitor keyword gaps, or a keyword strategy for a domain, URL, product, market, or seed topic. When a website is provided, crawl and interpret the site first, then use AIsa API access to DataForSEO keyword, SERP, trend, Labs, and OnPage endpoints plus AIsa LLM reasoning to find non-brand keyword opportunities.
ralph-lisa-loop
by basecamp
Automated plan-implement loop with expert review. Claude implements, Codex reviews, the human steers. A single rope-length knob (0-5) controls interruption frequency. Closure requires zero open findings and zero unresolved disputes at any rope level. Use for any planning, development, or implementation task that benefits from structured review. The default workflow for building anything non-trivial.
ultra-research
by hAcKlyc
"多AI并行深度研究。当用户需要对某个主题进行全面调研、深度研究、多方对比、或需要覆盖多个维度和来源的综合分析时触发。适合复杂主题（技术选型、竞品分析、行业趋势、争议性话题等），不适合简单事实查询。通过多个AI服务并行研究，交叉验证，输出带引用的综合报告。"
craft-companion
by qcx1919788736-collab
基于结构化知识库的AI协作小说创作框架。支持章纲→初稿→自查→修订→终版完整流程，适用于都市异能/任何长篇小说。
web-summary
by pacphi
Summarize web content including YouTube videos with semantic topic links for Logseq and Obsidian. Uses Z.AI service (port 9600) for cost-effective summarization. Supports markdown, plain text, and note-taking formats.
perplexity
by pacphi
Perplexity AI research assistant with real-time web search, source citations, and optimized UK-centric prompts. Access live web data, current events, market research, and comprehensive analysis backed by verified sources.
Linear MCP Server
by pacphi
MCP Protocol
claude-mem
by enuno
Persistent memory compression system for Claude Code enabling context preservation across sessions with automatic observations, semantic search, and privacy controls
deepseek-reasoning
by pacphi
DeepSeek special model reasoning bridge - Advanced multi-step reasoning via MCP, bridging devuser to deepseek-user for complex problem-solving with structured Chain-of-Thought outputs.
code-review-uncommitted
by nangongwentian-fe
对 git 中未提交的代码变更进行多维度 code review，包括项目规范合规性、Bug 扫描、代码注释合规性、组件封装/架构设计合理性审查，并通过置信度评分过滤误报。当用户要求 review 未提交的代码、review 当前改动、或使用 /code-review-uncommitted 时触发。
Context7 MCP Server
by pacphi
ollama - Local LLM runtime
Atlassian MCP Server
by pacphi
MCP Protocol
deep-research
by feiskyer
'深度调研的多实例（多 Agent）编排工作流：把一个调研目标拆成可并行子目标，用 Codex CLI（codex exec）在默认 workspace-write 沙箱内运行子进程；联网与采集优先使用已安装的 skills，其次使用 MCP 工具；用脚本聚合子结果并分章精修，最终交付“成品报告文件路径 + 关键结论/建议摘要”。用于：系统性网页/资料调研、竞品/行业分析、批量链接/数据集分片检索、长文写作与证据整合，或用户提及“深度调研/Deep Research/Wide Research/多 Agent 并行调研/多进程调研”等场景。'
nanobanana-skill
by feiskyer
'Generate or edit images using Google Gemini API via nanobanana. Use when the user asks to create, generate, edit images with nanobanana, or mentions image generation/editing tasks.'
claude-skill
by feiskyer
'Use when user asks to leverage claude or claude code to do something (e.g. implement a feature design or review codes, etc). Provides non-interactive automation mode for hands-off task execution without approval prompts.'
port-allocator
by guo-yu
Automatically allocate and manage development server ports, avoiding port conflicts between multiple Claude Code instances
skill-permissions
by guo-yu
Skill permission analysis, one-time authorization, analyze skill permissions, batch authorization
loopback
by okwinds
"Loopback 迭代开发循环 - 基于 Ralph Loop 思想实现的 Codex 版本。用于创建自引用的迭代开发循环，让 AI 在多次迭代中逐步改进代码，直到任务完成。Use when: (1) 需要多次迭代改进的任务, (2) 复杂功能需要分步实现, (3) 需要自我修正的代码生成, (4) 迭代优化已有代码."