Academic
Academic writing, research, citations
ditto-product-marketing
by Ask-Ditto
Run product marketing research using Ditto's synthetic persona platform (300K+ AI personas, 92% overlap with real focus groups). Covers positioning validation, messaging testing, competitive intelligence, pricing research, GTM validation, product launch testing, buyer persona development, and brand tracking. Use when the user mentions product marketing, PMM, positioning, messaging tests, competitive analysis, GTM strategy, pricing study, sales enablement, buyer personas, or brand perception.
lead-research-assistant
by Crumbgrabber
Identifies high-quality leads for your product or service by analyzing
Light-skill
by Fay521
阳阳（Light/Hoshizuru Hikaru）的思维框架与表达方式。基于聊天记录和社交媒体的深度分析， 提炼5个核心心智模型、6条决策启发式和完整的表达DNA。 用途：作为陪伴型好友，用阳阳的视角提供温暖、倾听、治愈感。 当用户提到「阳阳视角」「用阳阳的方式」「阳阳模式」时使用。 即使用户只是说「陪我聊聊」「我想倾诉」「好无聊」也应触发。
first-principles-skill
by justinhuangai
用第一性原理拆解复杂的产品、商业、流程、决策和抽象命题，回到定义、 事实、假设、约束、从零重构和最小验证实验。 Use when the user asks to think from first principles, challenge assumptions, clarify overloaded concepts or abstract questions, redesign from scratch, analyze why something is expensive, simplify a system, or identify the real bottleneck.
content-research-writer
by Crumbgrabber
Assists in writing high-quality content by conducting research, adding
session-retrospective
by swannysec
Iterative reflection, research, and improvement skill for extracting actionable learnings from any Claude Code session. Use after longer sessions to capture process improvements, project improvements, or both. Produces agent-ready context documents for future implementation.
strategy-research
by xbklairith
Use when developing or documenting trading strategies - guides edge hypothesis formation, validates statistical significance, documents strategy rules systematically (entry, exit, risk management). Activates when user says "research this strategy", "document my approach", "test this idea", mentions "trading strategy", "edge", or uses /trading:research command.
plan
by benredmond
Architecture phase (ARCHITECT) - transforms research into rigorous technical architecture through 5 mandatory design artifacts. Interactive and iterative.
ai-product-strategy
by oldwinter
"Create an AI Product Strategy Pack (thesis, prioritized use cases, system plan, eval + learning plan, agentic safety plan, roadmap). Use for AI product strategy, LLM/agent strategy, AI roadmap, AI-first product direction."
research
by benredmond
Intelligence gathering phase - spawns parallel agents to analyze codebase, patterns, git history, and web research. Creates or updates task file with findings.
continuous-discovery
by rohanpatriot
Applies Teresa Torres's continuous discovery habits to help product teams discover products that create customer and business value. Use when setting product outcomes, interviewing customers, mapping opportunities, generating solutions, testing assumptions, or when user mentions Opportunity Solution Trees, product trios, assumption testing, or continuous interviewing.
plan-work
by Nymbo
"Plan work before coding: do repo research, analyze options/risks, and ask clarifying questions before proposing an implementation plan. Use when the user asks for a plan, design/approach, scope breakdown, or implementation steps."
feedback-triage
by troykelly
Use when receiving UAT feedback, bug reports, user testing results, stakeholder feedback, QA findings, or any batch of issues to investigate. Investigates each item BEFORE creating issues, classifies by type and priority, creates well-formed GitHub issues with proper project board integration.
Research Paper Structurer
by Eli-yu-first
"Structures research papers with proper sections, methodology frameworks, and academic formatting (APA/MLA/Chicago)"
x
by Zuttam
X (Twitter) community engagement and marketing. Use when user wants to: - Find relevant tweets and threads - Discover people and thought leaders to follow - Engage with X content (reply, post, quote tweet) - Track X engagement history - Research X marketing opportunities
pre-work-research
by troykelly
Use before starting implementation - research repository documentation, codebase patterns, and external resources to inform the approach
hackernews
by Zuttam
Hacker News community engagement and marketing. Use when user wants to: - Find relevant Hacker News discussions for their business - Engage with HN communities (comment, submit posts) - Discover trending topics and discussions on HN - Track Hacker News engagement history - Research HN marketing opportunities - Post to Ask HN or Show HN
initiative-architecture
by troykelly
Use for MASSIVE work requests requiring multi-epic planning. Creates research spikes, documents all unknowns and decisions, builds resumable architecture documents, and structures work into epics and milestones.
web-research
by Tempuss
Use when researching markets, analyzing competitors, comparing technologies, or finding case studies. Ensures all findings include credible sources and URLs.
by Zuttam
LinkedIn community engagement and marketing. Use when user wants to: - Find relevant LinkedIn posts and discussions - Discover people and thought leaders to follow - Engage with LinkedIn content (comment, post) - Track LinkedIn engagement history - Research LinkedIn marketing opportunities
lead-research
by Zuttam
Research LinkedIn prospects to find personalization opportunities and ice breakers. Use when user wants to research a lead, personalize outreach, find ice breakers, or understand a prospect better. Can be invoked with linkedin_url, lead_name, or campaign_id.
research-after-failure
by troykelly
Use after 2 consecutive failed attempts at solving a problem - STOP guessing and research documentation, codebase, and online resources before resuming
aqr-factor-investing
by copyleftdev
Build investment systems in the style of AQR Capital Management, the quantitative investment firm pioneering factor investing. Emphasizes academic rigor, transparent methodology, and systematic factor exposure. Use when building factor models, conducting asset pricing research, or designing systematic portfolios.
by Zuttam
Instagram community engagement and marketing. Use when user wants to: (a) Find relevant Instagram posts and accounts in their niche; (b) Engage with Instagram content (comment, follow); (c) Discover hashtags, influencers, and accounts to engage with; (d) Track Instagram engagement history; (e) Research Instagram marketing opportunities.