Academic
Academic writing, research, citations
UX Researcher
by viamin
Expert in user research, usability testing, feedback analysis, and user-centered design
literature-gap-finder
by Data-Wise
Method×Setting matrices and systematic gap identification
red-team-review
by richfrem
"(Industry standard: Review and Critique Pattern) Primary Use Case: Iterative generation paired with adversarial review, continuing until an 'Approved' verdict is reached. Orchestrated adversarial review loop. Use when: research, designs, architectures, or decisions need to be reviewed by red team agents (human, browser, or CLI). Iterates in rounds of research → bundle → review → feedback until approved."
methods-paper-writer
by Data-Wise
JASA/Biometrika manuscript structure with VanderWeele notation standards
account-research
by luisschmitzheadline
Research a company or person and get actionable GTM intel. Works standalone with web search, supercharged when you connect data enrichment or CRM. Trigger with "research [company]", "look up [person]", "intel on [prospect]", "who is [name] at [company]", or "tell me about [company]".
startup-validator
by luisschmitzheadline
Comprehensive startup idea validation and market analysis tool. Use when users need to evaluate a startup idea, assess market fit, analyze competition, validate problem-solution fit, or determine market positioning. Triggers include requests to "validate my startup idea", "analyze market opportunity", "check if there's demand for", "research competition for", "evaluate business idea", or "see if my idea is viable". Provides data-driven analysis using web search, market frameworks, competitive research, and positioning recommendations.
startup-pivoting
by luisschmitzheadline
"Decide whether/how to pivot a startup or product and produce a Pivot Decision & Execution Pack (diagnosis, exhaustion check, pivot options map, pivot thesis + metrics, validation plan, execution plan, decision memo). Use for “should we pivot?”, “stuck pre-PMF”, “growth stalled”, “change ICP”, “reposition”, “major strategy reset”."
research
by jsegov
This skill should be used when the user asks to "research documentation", "find framework docs", "search for best practices", "look up API documentation", "find implementation patterns", "research how to implement", or when gathering external technical knowledge to inform planning or design decisions.
research-paper-writer
by ailabs-393
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
product-manager
by JochenYang
Product requirements analysis and planning. Creates PRD documents, user stories, competitive analysis, feature prioritization, and MVP definitions with structured acceptance criteria.
academic-writing-style
by shining319
"Personalized academic writing assistant for university assignments in Chinese and English. Use when users need help writing/revising academic reports, project docs, technical analyses, research reviews, or case studies. Produces natural prose avoiding AI markers. Triggers: academic writing, assignment, report, technical analysis, research review, case study. 个性化学术写作助手，适用于中英文大学作业。触发词：学术写作、作业、报告、技术分析、研究综述、案例研究、项目文档。"
indigenous-leader-analyst
by rysweet
Analyzes events through indigenous knowledge systems using relational thinking, seven generations principle, reciprocity, holistic integration, and traditional ecological knowledge frameworks. Provides insights on interconnectedness, long-term sustainability, collective wisdom, and decolonial perspectives. Use when: Environmental decisions, resource stewardship, community governance, decolonization, intergenerational planning. Evaluates: Relationships, sustainability, collective impact, indigenous rights, traditional knowledge integration.
environmentalist-analyst
by rysweet
Analyzes events through environmental lens using ecological principles, systems thinking, sustainability frameworks, and conservation biology to assess ecosystem health, biodiversity impacts, and long-term environmental sustainability. Provides insights on climate change, resource management, pollution, habitat conservation, and human-nature relationships. Use when: Environmental policy, climate decisions, conservation planning, resource extraction, pollution assessment. Evaluates: Ecosystem health, biodiversity, sustainability, climate impacts, carrying capacity, environmental justice.
ethicist-analyst
by rysweet
Analyzes moral dimensions and value conflicts through ethical frameworks using deontology, consequentialism, virtue ethics, and applied ethics methodologies. Provides insights on moral obligations, rights, justice, and ethical decision-making. Use when: Ethical dilemmas, policy decisions, technology ethics, professional conduct issues. Evaluates: Moral principles, stakeholder interests, consequences, rights, justice, virtues.
pytorch-research
by tondevrel
Advanced sub-skill for PyTorch focused on deep research and production engineering. Covers custom Autograd functions, module hooks, advanced initialization, Distributed Data Parallel (DDP), and performance profiling.
risk-warning-catalysts
by spikeHongg
Build a source-backed monitoring system for risk signals and catalysts in an A-share company. Use this skill when turning static research into an update process covering orders, financing, governance, policy, operations, and sentiment. All outputs must include accessible source links.
script-writer
by lumeierecollection-blip
Use after deep-research and trend-research findings have been confirmed by the user. Turns confirmed research into a Shorts or long-form YouTube script, strictly grounded in the confirmed source material, sized to the target format.
web-research
by CyranoB
Deep web research skill that searches the web and fetches full page content to produce comprehensive, well-sourced research reports. Use this skill whenever the user asks to research a topic, investigate a question, do a deep dive, compare products or services, look something up online, find information about a product/company/technology, or gather current information from the web. Trigger on phrases like "can you find out about X", "look up X", "what do you know about X (current/recent)", "tell me about X", "research X for me", "help me understand X", "what are people saying about X", "I'm choosing between X and Y", or "search the web for X" when current web info would be valuable. Also trigger when the user needs recent news, pricing, reviews, or real-world adoption data that may have changed since training. Don't trigger for purely conceptual questions that Claude can answer from training data without needing live web sources — unless the user explicitly asks to search the web.
intent-normalize
by ArcBlock
Scan and normalize existing intent/planning files to IDD standard. Auto-fixes mechanical issues (frontmatter, directory structure), tags content issues for pickup. Use /intent-normalize to scan current project, or /intent-normalize <path> for specific directory.
stock-question-refiner
by liangdabiao
股票投资调研问题细化技能。将用户提供的股票名称/代码细化为结构化的8阶段投资尽调指令。通过提问澄清投资风格（价值/成长/困境反转）、持有周期（短/中/长线）、风险偏好、研究重点，生成符合专业投资研究标准的结构化调研任务。当用户提到股票分析、投资研究、股票尽调时使用此技能。
humanize-chinese
by voidborne-d
Detect and humanize AI-generated Chinese text. 20+ rule detection categories plus 8 HC3-calibrated statistical features (sentence-length CV Cohen's d=1.22, short-sentence fraction d=1.21, comma density, GLTR rank buckets, DivEye surprisal). Unified CLI: ./humanize {detect,rewrite,academic,style,compare}. 7 style transforms (casual/zhihu/xiaohongshu/wechat/academic/literary/weibo), 40 paraphrase templates, 122 academic replacements, CiLin synonym expansion with semantic filter. Academic paper AIGC reduction for CNKI/VIP/Wanfang (知网/维普/万方 AIGC 检测降重), 11 academic detection dimensions. Pure Python, no dependencies. v3.0.0 — HC3 accuracy 73%, humanize avg delta +4.2 on HC3-Chinese 100-sample. Use when user says: "去AI味", "降AIGC", "人性化文本", "humanize chinese", "AI检测", "AIGC降重", "去除AI痕迹", "文本改写", "论文降重", "知网检测", "维普检测", "AI写作检测", "让文字更自然", "detect AI text", "humanize text", "reduce AIGC score", "make text human-like", "去ai化", "改成人话", "去机器味", "降低AI率", "过AIGC检测"
industry-specific-marketing
by dmend3z
This skill enables Claude to act as an industry-specific marketing specialist. Use it to develop marketing strategies tailored to a particular industry, create niche content, and identify high-leverage marketing channels. Trigger with keywords like 'industry marketing', 'niche marketing', or 'specialized marketing plan'.
market-research
by dmend3z
This skill enables Claude to conduct comprehensive market research, including customer interviews, competitor analysis, and social media listening. Use it to understand customer needs, identify market gaps, and inform marketing strategy.
big-idea-development
by dmend3z
"This skill develops a powerful marketing message using Todd Brown's E5 methodology. It guides users through market sophistication analysis, unique mechanism discovery, and creating a compelling big idea for their campaign. Use when you need to craft a unique and persuasive marketing angle. Keywords: big idea, marketing message, E5 methodology, unique mechanism, value proposition."