学术
学术写作、研究与引用
forkprobe
Jayden-X-L
Recommend a small set of candidate skills or artifact-generation pipelines for an open-ended task, then compare their outputs so the user can decide what actually helps. Use when the user is unsure if a particular skill would improve their output, when comparing 2+ skills for the same task, when they naturally ask to compare skills without saying forkprobe, or when explicitly invoked with /forkprobe. Chinese examples include "我想比较几个科研写作 skill", "帮我看看哪个 skill 更适合这段", "先别直接改，并排试几个 skill", "哪个 skill 改出来更自然", "比较几个去 AI 味写作 skill", "基于文档做一个 PPT，想比较几个 skill 效果", "比较几个论文作图 skill", and "比较几个市场调研/调研报告 skill". Especially valuable for academic paragraph polishing, anti-AI text rewriting, Chinese AI-flavor removal, scientific writing, reviewer response, Nature-style polishing, PPT planning, PPTX artifact comparison, scientific figure artifact comparison, market research comparison, and research report artifact comparison. Do NOT use for simple deterministic tasks where skill choice is obvious or for casual conversation.
factory
akashgit
Launch the Factory CEO agent to autonomously evolve any software project through systematic experimentation. Detects project state, spawns specialist agents, runs evals, and archives learnings.
x-research
trailofbits
Searches X/Twitter for real-time perspectives, dev discussions, product feedback, breaking news, and expert opinions using the X API v2. Provides search with engagement sorting, user profiles, thread fetching, watchlists, and result caching. Use when: (1) user says "x research", "search x for", "search twitter for", "what are people saying about", "what's twitter saying", "check x for", "x search", (2) user needs recent X discourse on a topic (library releases, API changes, product launches, industry events), (3) user wants to find what devs/experts/community thinks about a topic. NOT for: posting tweets or account management.
last30days
trailofbits
"Researches a topic from the last 30 days on Reddit, X, and the web. Surfaces real community discussions with engagement metrics and synthesizes findings into actionable insights. Use when the user wants to know what people are saying about a topic right now."
jobs-to-be-done
flpbalada
Understand customer motivations through job theory. Use when defining product
social-proof-psychology
flpbalada
Leverage social proof principles to build trust and influence user behavior.
stock-research
z1993
自动化股票投资研究工作流 - 使用 NotebookLM Deep Research 搜集财报/研报资料，提取结构化数据,然后由代理执行 6 阶段专业分析（业务/财务/估值/市场观点/驱动因子/投资建议）。Use when researching stocks, analyzing company fundamentals, or evaluating investment opportunities.
strategy-writer
rileyhilliard
Produces executive-quality strategic documents in The Economist/HBR style. Use when writing strategy memos, market analysis, business cases, customer research reports, or any document for Product, Design, and Business leaders. Customer-led, evidence-based, narrative-driven.
research-junshi
junshi-research
Daily research idea generator and 军师 (strategic advisor) for any academic research area. Reads your papers, monitors arXiv and configurable top venues daily, and proposes bold, ranked research ideas saved as a daily digest. Invoke this skill whenever the user asks for research ideas, says "what should I work on", asks to see today's arXiv, wants a paper digest, wants to brainstorm their next project, or wants strategic research advice in any field. Also use this when the user says they want to stay on top of the literature, regardless of domain.
slack-proactive-intervention-patterns
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
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.
application-optimiser
Zal4DW
This skill should be used when the user asks to "optimise my CV", "fix my CV", "improve my CV", "tailor my CV for ATS", "research a company", "help me apply for a role", or "plan my application". Provides ATS-optimised CV rewriting, company and role research with parallel intelligence gathering, and application strategy planning.
github-research
romiluz13
"Internal skill. Use cc10x-router for all development tasks."
prp-generator
henkisdabro
Generate comprehensive Product Requirement Plans (PRPs) for feature implementation with thorough codebase analysis and external research. Use when the user requests a PRP, PRD, or detailed implementation plan for a new feature. Conducts systematic research, identifies patterns, and creates executable validation gates for one-pass implementation success. Do NOT use for client discovery, requirements gathering, or scope definition - use scope-clarifier for those.
parallel-deep-research
parallel-web
"ONLY use when user explicitly says 'deep research', 'exhaustive', 'comprehensive report', or 'thorough investigation'. Slower and more expensive than parallel-web-search. For normal research/lookup requests, use parallel-web-search instead."
deep-research
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.
debug-like-expert
glittercowboy
Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification. Use when standard troubleshooting fails or when issues require systematic root cause analysis.
create-meta-prompts
glittercowboy
Create optimized prompts for Claude-to-Claude pipelines with research, planning, and execution stages. Use when building prompts that produce outputs for other prompts to consume, or when running multi-stage workflows (research -> plan -> implement).
market-data
JoelLewis
"Market data management: real-time vs delayed feeds, Level 1/2/3 data, data vendors, consolidated tape, market data licensing, distribution, and infrastructure."
business-analyst
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.
creative-intelligence
aj-geddes
Facilitates structured brainstorming sessions, conducts comprehensive research, and generates creative solutions using proven frameworks. Trigger keywords - brainstorm, ideate, research, SCAMPER, SWOT, mind map, creative, explore ideas, market research, competitive analysis, innovation, problem solving, feature generation
research-search
atrislabs
"Fast research sweep — arxiv, semantic scholar, github, web. Finds papers, scores relevance, extracts actionable insights, stores to wiki. Triggers on: research search, find papers, latest research, arxiv, what's new in, sweep papers, research sweep."
manus
sanjay3290
Delegate complex, long-running tasks to Manus AI agent for autonomous execution. Use when user says 'use manus', 'delegate to manus', 'send to manus', 'have manus do', 'ask manus', 'check manus sessions', or when tasks require deep web research, market analysis, product comparisons, stock analysis, competitive research, document generation, data analysis, or multi-step workflows that benefit from autonomous agent execution with parallel processing.
deep-research
sanjay3290
"Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but produces detailed, cited reports. Costs $2-5 per task."