Academic
Academic writing, research, citations
content-research
by atalovesyou
Research-first content creation optimized for both human readers and AI search engines (Claude, ChatGPT, Perplexity, Gemini). Creates authentic, authoritative content that becomes the go-to citation source for AI models answering user questions. Use this skill when: - Creating content that should appear in AI search results (Perplexity, ChatGPT, Claude) - Building topical authority to become THE source AI cites for a topic - Launching a new product and need compelling, citable content - Creating blog posts, articles, social media, or press releases - Need content that references real trends, people, and recent events - Want AI-assisted content that doesn't sound AI-generated - Creating thought leadership content in any industry Triggers: "create content for", "write about", "research and write", "find experts for", "content for launch", "blog post about", "article on", "press release for", "AI search", "show up in AI", "Perplexity", "be cited by AI"
dialectical-reasoning
by kimasplund
Thesis-antithesis-synthesis reasoning for navigating genuine trade-offs and conflicting requirements. Use when opposing forces are both valid, binary choices are false, or stakeholder conflicts need resolution. Unlike ToT (picks winner), DR synthesizes opposites. Example: "Centralized vs decentralized architecture" → Neither is "right"; find synthesis that captures benefits of both.
gemini-research
by otrebu
Web research via Gemini CLI with Google Search grounding. Generates markdown report. Claude MUST append analysis section after. Use for real-time data: news, docs, code examples, fact verification.
kata-add-milestone
by gannonh
Add a milestone to an existing project, starting a new milestone cycle, creating the first milestone after project init, or defining what's next after completing work. Triggers include "add milestone", "new milestone", "start milestone", "create milestone", "first milestone", "next milestone", and "milestone cycle".
validate-bib
by clearsmog
Validate bibliography entries against citations in all document files (.tex, .qmd, .typ). Find missing entries and unused references.
deepen-plan
by carmandale
Enhance a plan with parallel research agents for each section to add depth, best practices, and implementation details
index-deep-research-analysis-skills
by aierwiki
'基于唐氏深度研究法的 A 股指数天气预报研究 skill。用于在指数研究场景下定义输入要求、首轮研究维度、证据标准、时效纪律、技术验证要求和最终报告格式。唐氏深度研究法的具体流程、轮次设计与发散-收敛执行方式，不在本 skill 中展开，Agent 应先加载 deep-research skill 了解并遵循其随机应变、轮次串行推进、最终兼顾广度与深度的研究方法。触发词：指数深度研究、指数天气预报、唐氏深度研究指数、上证指数研判、沪深300未来走势。'
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.
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
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.
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).
research
by costa-marcello
"Researches any topic by dispatching 6-10 parallel sub-agents across community discussions and official sources. Use when user wants to research something, asks 'what's new with X', needs recommendations, wants community opinions, or mentions analysing trends, news, or sentiment about any topic."
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.
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'."
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"
knowledge-ingestion-patterns
by mindmorass
Patterns for ingesting knowledge into vector databases and RAG systems
workspace-manager
by falaky87
Workspace setup and organization assistant for ClawPad users. Triggers on: (1) First-time setup - "just set up ClawPad", "new workspace", "help me organize" (2) Project creation - "new project", "create folder structure" (3) Workspace maintenance - "reorganize", "clean up workspace", "where should I put" (4) Document creation - "create a plan", "new tracking doc", "start a runbook"