Academic
Academic writing, research, citations
flywheel
by boshu2
'Knowledge flywheel health monitoring. Checks velocity, pool depths, staleness. Triggers: "flywheel status", "knowledge health", "is knowledge compounding".'
Point, don't copy
by melodic-software
"Re-anchor pointer-over-copy discipline, then audit the work in flight for copied content, internal-name coupling, and closed capability lists, and correct by pointing at the living source. Use when: 'point don't copy', 'you copied that', 'don't duplicate the docs', 'cite instead of paste', 'link don't restate', 'you enumerated the tools', 'that couples to internal names', 'this will drift', or at conversation start on documentation work."
Do your research. Deep
by melodic-software
"Fan out verification over a typed full inventory of the session's claims (assumptions, facts, specifics, premises, recommendations) against primary sources at a configurable depth, with a per-item ledger. Use when: 'deep research pass', 'verify every claim', 'audit all our claims', 'fact-check everything', 'go make sure those are all right', 'we've made a lot of load-bearing claims', or the session's judgment is the suspected bias. For one fact-check ('fact-check that'), use do-your-research."
competitor-scan
by WellApp-ai
Research best-in-class products using Browser MCP and WebSearch
web-research
by DougTrajano
Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research.
stacks-marketing-customer-research
by stacksjs
Use when the user wants to conduct, analyze, or synthesize customer research. Covers marketing planning and its Stacks implementation.
architecture-aware-init
by athola
'Architecture-aware project initialization combining online research
business-analyst
by aj-geddes
Product discovery and requirements analysis specialist. Conducts stakeholder interviews, market research, problem discovery, and creates product briefs. Use for product brief, brainstorm, research, discovery, requirements gathering, problem analysis, user needs, competitive analysis, and setting foundation before product planning. Hands off to product manager when analysis complete.
content-research-writer
by openakita
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
multi-source-signal-synthesiser
by mohitagw15856
Synthesises user signals from multiple research sources into a
citation-guard
by jmagly
@.aiwg/research/docs/grade-assessment-guide.md - GRADE methodology
arxiv-search
by aws-samples
Search and retrieve scientific papers from ArXiv
pricing-strategy
by LeoYeAI
"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,' 'monetization,' 'how much should I charge,' 'my pricing is wrong,' 'pricing page,' 'annual vs monthly,' 'per seat pricing,' or 'should I offer a free plan.' Use this whenever someone is figuring out what to charge or how to structure their plans. For in-app upgrade screens, see paywall-upgrade-cro."
deep-research
by 199-biotechnologies
Conduct enterprise-grade research with multi-source synthesis, citation tracking, and verification. Use when user needs comprehensive analysis requiring 10+ sources, verified claims, or comparison of approaches. Triggers include "deep research", "comprehensive analysis", "research report", "compare X vs Y", or "analyze trends". Do NOT use for simple lookups, debugging, or questions answerable with 1-2 searches.
x-research
by virattt
X/Twitter public sentiment research. Searches X for real-time perspectives, market sentiment, expert opinions, breaking news, and community discourse. Use when: user asks "what are people saying about", "X/Twitter sentiment", "check X for", "search twitter for", "what's CT saying about", or wants public opinion on a stock, sector, company, or market event.
paper
by diskixix0-collab
Academic paper workflow — find, read/annotate (HTML), daily digest, cite. Use when user invokes /paper, needs paper annotation, literature search, citation generation, or daily paper discovery.
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'.
mckinsey-research
by Abdullah4AI
Run a full McKinsey-level market research and strategy analysis using 12 specialized prompts. USE WHEN: - market research, competitive analysis, business strategy, TAM analysis - customer personas, pricing strategy, go-to-market plan, financial modeling - risk assessment, SWOT analysis, market entry strategy, comprehensive business analysis - بحث سوق, تحليل استراتيجي, تحليل منافسين, دراسة جدوى, خطة عمل - "حلل لي السوق" for business entry or investment decisions DON'T USE WHEN: - User wants a quick opinion on a business idea → just answer directly - Product recommendations or shopping → use personal-shopper - Content strategy for social media → use viral-equation - Simple web search for company info → use web_search directly - Comparing products to buy → use personal-shopper - Analyzing a single competitor briefly → just answer directly EDGE CASES: - "حلل لي السوق" with a specific product to buy → personal-shopper (not this skill) - "حلل لي السوق" for business entry → this skill - "وش أفضل منتج" → personal-shopper - "وش حجم سوق X" → this skill - "قارن لي بين منتجين" → personal-shopper - "قارن لي بين شركتين" as competitors → this skill - "دراسة جدوى مشروع" → this skill - "أبغى أفتح مشروع" → this skill (full analysis) - "أبغى أشتري لابتوب" → personal-shopper (purchase, not business) INPUTS: Business description, industry, target customer, geography, financials (optional) TOOLS: sessions_spawn (sub-agents), web_search, web_fetch OUTPUT: Complete strategy report saved to artifacts/research/{date}-{slug}.html SUCCESS: User gets 12 consulting-grade analyses synthesized into one actionable report
binary-lifting
by gmh5225
Expertise in binary lifting techniques - converting machine code to LLVM IR for analysis, decompilation, and recompilation. Use this skill when working on reverse engineering, binary analysis, deobfuscation, or converting binaries to higher-level representations.
slack-proactive-intervention-patterns
by krafton-ai
메모리에서 7가지 개입 기회 패턴을 감지하는 지식 베이스. 조사 제안, 스케줄링, 문서화, 초안 작성, 연결 조율, 예측적 제안, 루틴 자동화 패턴의 시그널과 점수 계산 방법.
it-role-expert
by krafton-ai
Provides role-specific expertise for 26+ IT company positions. Use when responding from a specific role's perspective, providing role-based advice, or when specialized knowledge is needed for engineering, product, design, data, marketing, sales, operations, HR, legal, finance, leadership, or academic functions.
updating-knowledge
by oaustegard
Systematic research methodology for building comprehensive, current knowledge on any topic. Requires web_search tool. Use when questions require thorough investigation, recent developments post-cutoff, synthesis across multiple sources, or when Claude's knowledge may be outdated or incomplete. Triggered by "Research", "Investigate", "What's current on", "Latest info on", complex queries needing validation, or technical topics with recent changes.
define-customer-profile
by doodledood
'Iteratively craft a CUSTOMER.md document that precisely defines your ideal customer profile (ICP). This is the foundational document from which everything else (product, features, brand) derives. Uses parallel research agents and multi-choice workflow with feedback cycles.'
define-seo-strategy
by doodledood
'Create a comprehensive SEO_STRATEGY.md covering both traditional SEO and Generative Engine Optimization (GEO) for AI platforms. Requires CUSTOMER.md to exist first. Includes platform-specific tactics for Google AI Overviews, ChatGPT, Perplexity, Claude, and Gemini with effort/impact prioritization.'