Academic
Academic writing, research, citations
research-patterns
by mindmorass
Knowledge retrieval and research patterns using Qdrant for stored knowledge
chaos-seize
by Oncorporation
Use when analyzing revolutionary tactics that create or exploit societal disorder to seize power. Draws on Marx, Alinsky, Lenin, Mao, and historical case studies to explain how out-of-power actors disorganize, agitate, and consolidate during instability.
kanban
by lambda610
"异步任务管理系统。用于：(1) 添加任务到 inbox，(2) 查看任务进度，(3) 处理 backlog。触发方式：用户说'添加任务'/'task add'/'kanban'或类似表达。注意：只写 inbox，不立即执行任务。Not for: 需要立即执行的任务。"
tech-research
by psylch
Comprehensive technical research by combining multiple intelligence sources — Grok (X/Twitter developer discussions via browser automation), DeepWiki (AI-powered GitHub repository analysis), and WebSearch. Dispatches parallel subagents for each source and synthesizes findings into a unified report. This skill should be used when evaluating technologies, comparing libraries/frameworks, researching GitHub repos, gauging developer sentiment, or investigating technical architecture decisions. Trigger phrases include "tech research", "research this technology", "技术调研", "调研一下", "compare libraries", "evaluate framework", "investigate repo".
deep-learning
by zjfls
根据学习主题和范围，搜集权威的书单、博客、网站、框架、论文等学习资料，支持论文自动下载
pdf-harvester
by mindmorass
Extract text and data from PDF documents
etsy-keyword-research
by mmcmedia
Deep Etsy keyword research for digital products. Use when researching keywords for Etsy listings, finding profitable niches, analyzing search volume and competition, or optimizing listing tags. Produces actionable keyword lists with search volume estimates, competition scores, and strategic recommendations.
pricing-strategy
by fefogarcia
"When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy."
Adversarial Review Skill
by mmcmedia
Max 2 revision cycles (avoid infinite loops)
swarm
by lukeslp
"Parallel research and data gathering at scale using Manus's map tool. Use when: researching complex topics from multiple angles, gathering information across many entities in parallel, conducting competitive analysis, collecting data from multiple sources simultaneously, or any task that benefits from throwing many parallel workers at a problem."
spec-development
by wilddeer
Research, discuss, and write specs. Use this when creating or refining specs.
researching-codebases
by cachemoney
Use when answering complex questions about a codebase that require exploring multiple areas or understanding how components connect - coordinates parallel sub-agents to locate, analyze, and synthesize findings
consulting-gauntlet
by sarajanenonchristian388
Full-stack consulting engagement simulator. Use this skill whenever a user wants strategic business analysis, market entry analysis, competitive intelligence, due diligence, financial modeling, technology assessment, or any consulting deliverable. Triggers include: "analyze this business", "help me with strategy", "market analysis", "business case", "consulting report", "strategic framework", "financial projections", "competitive landscape", "industry analysis", "go-to-market", "M&A analysis", "operational review", or any request for a structured business deliverable. Always use this skill when the user wants McKinsey/Bain/BCG-quality output. Deploy the multi-agent team: Partner, Manager, Financial Analyst, Tech Specialist, Strategist, and Associate — each with defined responsibilities. Never produce consulting-grade output without this skill.
brainstorm
by 101mare
Structured brainstorming through divergent-then-convergent thinking. Generates multiple approaches using research-validated techniques (Reverse Brainstorming, SCAMPER, Perspective Shifts, Analogies) before converging on a recommended design. Works for any domain: software features, architecture, thesis structure, process design, concepts, strategies. Recognizes: "brainstorm", "brainstorming", "ideation", "ideas for", "let's think about", "explore options", "what are approaches for", "how could we", "alternatives for" Does NOT handle: implementation planning (use plan-review), prompt writing (use prompt-builder), code writing (use frontend-design/tdd), team coordination (use team-builder).
App Opportunity Research Skill
by mmcmedia
Validated with McKinzie's feedback: audience-building advantage, 5% conversion assumption, focus on real pain over perfect fit
Pre-Mortem Framework
by Coowoolf
Instead of waiting for a post-mortem after failure, imagine the project has already failed spectacularly and work backward to uncover hidden risks. Use before kicking off any major initiative, product launch, or high-stakes project.
trading-agents
by luohy15
Multi-agent stock analysis workflow
research-first-principle-deconstructor
by Xuanxuana1
Rigorous Socratic interrogator and research architect that helps researchers overcome incremental thinking by applying First Principles analysis. Use when a researcher presents a research problem, proposed methodology, draft idea, or scientific hypothesis and wants to expose hidden assumptions, identify fundamental physical/mathematical constraints, generate unconventional radical alternatives, or deepen mechanistic understanding through probing questions. Triggers on phrases like "I want to improve X by doing Y", academic research brainstorming, scientific hypothesis generation, or any request to stress-test, challenge, or deconstruct a research idea. Do NOT trigger for pure literature reviews, writing assistance, or non-research tasks.
idea
by rohanpatriot
Transform raw ideas into validated MVP definitions. Use when someone has an idea they want to flesh out, validate, and turn into something buildable. Guides through problem discovery, customer identification, and MVP scoping.
infinite-gratitude
by Vampticsoda
Multi-agent research that keeps bringing gifts back — like cats! Dispatch multiple agents to research a topic in parallel, compile findings, and iterate on new discoveries.
best-practices-researcher
by carmandale
Researches and synthesizes external best practices, documentation, and examples for any technology or framework. Use when you need industry standards, community conventions, or implementation guidance.
daily-ai-news
by Laurent-Zhu
"Aggregates and summarizes the latest AI news from multiple sources including AI news websites and web search. Provides concise news briefs with direct links to original articles. Activates when user asks for 'today's AI news', 'AI updates', 'latest AI developments', or mentions wanting a 'daily AI briefing'."
planning
by wollfoo
Use when you need to plan technical solutions that are scalable, secure, and maintainable. Create implementation plans, architecture designs, feature roadmaps. Sử dụng khi cần lên kế hoạch, thiết kế kiến trúc, phân tích tính năng, đề xuất giải pháp, roadmap.
deep-research
by 101mare
Structured research workflow: Question → Sources (web + codebase) → Analyze → Synthesize → Document. Does NOT handle: planning (use plan-review), code review (use pr-review), brainstorming (use brainstorm), architecture (use architecture-builder). Use before technical decisions, when evaluating libraries/tools, or investigating unknowns. Recognizes: "deep-research", "research this", "evaluate options", "which library", "compare approaches", "investigate", "technical decision", "what are the trade-offs", "recherchiere", "welche Library", "Optionen vergleichen", "pros and cons"