Academic
Academic writing, research, citations
question-refiner
by liangdabiao
将原始研究问题细化为结构化的深度研究任务。通过提问澄清需求，生成符合 OpenAI/Google Deep Research 标准的结构化提示词，完全替代 ChatGPT 的问题细化功能。当用户提出研究问题、需要帮助定义研究范围、或想要生成结构化研究提示词时使用此技能。
research
by XSpoonAi
Deep research and information gathering skill for comprehensive topic analysis
paper-to-code
by lingzhi227
Convert an ML research paper into a complete, runnable code repository. 3-stage pipeline from Paper2Code — Planning (UML + dependency graph) → Analysis (per-file logic) → Coding (dependency-ordered generation). Use for reproducing paper methods.
citation-management
by lingzhi227
Manage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cite keys against .bib files, deduplicate entries, and format bibliography. Use when working with references, BibTeX, or citations.
paper-compilation
by lingzhi227
Compile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation. Runs the full pdflatex + bibtex pipeline. Use when the user wants to compile a paper, fix compilation errors, or debug LaTeX.
denario
by jimmc414
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research methodologies, executing computational experiments, performing literature searches, or generating publication-ready papers in LaTeX format. Supports end-to-end research pipelines with customizable agent orchestration.
numerai-research
by numerai
"End-to-end Numerai research workflow for trying a new idea: design experiments, implement new model types if needed, run scout→scale experiments, write a full experiment.md report with standard plots, and optionally package/upload a Numerai pickle. Use when a user asks to “try/test a new idea”, “run an experiment”, “sweep configs”, “compare model variants”, or otherwise do new Numerai research."
startup-validator
by ailabs-393
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.
customer-review
by wcygan
Customer voice: Preserve authentic customer language in evidence
clone-sprint
by wcygan
Sprint-scoped MVP builder that consumes clone-research output. Decomposes research into a beads task DAG (epics per bounded context, subtasks per feature slice), spawns worktree-isolated builder agents in batches of 2-3, merges via bd merge-slot, and reports progress. Idempotent: first invocation creates the DAG; subsequent invocations run the next sprint via bd ready. Keywords: clone, build, sprint, MVP, beads, worktree, parallel, task DAG, feature slice
clone-research
by wcygan
Comprehensive product research for building an MVP clone. Spawns 4 parallel research agents to produce 9 standardized documents: Product Thesis, Feature Priority Matrix, MVP Scope Contract, Core User Journeys, Domain Model, System Architecture, Revenue & Pricing Model, API Surface Spec, and Design System Brief. Use when planning a clone, building a competitor alternative, scoping an MVP, or analyzing a product to replicate. Keywords: clone, MVP, product research, teardown, feature matrix, domain model, reverse engineer, competitor clone
Product Discovery
by wcygan
Example queries and expected outputs
spike-team
by wcygan
Time-sensitive bug fixes
competitor-analysis
by wcygan
Comprehensive competitor research using a 7-agent team. Spawns parallel research agents for product, marketing, UX, and technical analysis, then sequential synthesis agents for MVP spec, go-to-market strategy, and competitive landscape. Use when evaluating a competitor, planning a new product, or scoping an MVP. Keywords: competitor, competitive analysis, market research, product research, MVP, go-to-market, GTM, teardown, product teardown
nansen-wallet-analysis
by nansen-ai
"Who is this wallet and what have they been doing? Identity labels, balance, PnL summary, recent transactions, perp positions, and counterparties."
sql-translation
by tidyverse
Guide for adding SQL function translations to dbplyr backends. Use when implementing new database-specific R-to-SQL translations for functions like string manipulation, date/time, aggregates, or window functions.
sql-research
by tidyverse
Guide for researching SQL syntax and behavior for database backends. Use when you need to research how a SQL function, command, or feature works in a specific database before implementing it in dbplyr.
domain-research-health-science
by lyndonkl
Use when formulating clinical research questions (PICOT framework), evaluating health evidence quality (study design hierarchy, bias assessment, GRADE), prioritizing patient-important outcomes, conducting systematic reviews or meta-analyses, creating evidence summaries for guidelines, assessing regulatory evidence, or when user mentions clinical trials, evidence-based medicine, health research methodology, systematic reviews, research protocols, or study quality assessment.
career-document-architect
by lyndonkl
Use when writing or reviewing career documents including research statements, teaching statements, diversity statements, CVs, or biosketches. Invoke when user mentions research statement, teaching philosophy, diversity statement, biosketch, academic CV, faculty application, or needs help with career narrative, positioning, or professional documents for academic advancement.
academic-letter-architect
by lyndonkl
Use when writing recommendation letters, reference letters, or award nominations for students, postdocs, or colleagues. Invoke when user mentions recommendation letter, reference, nomination, letter of support, endorsement, or needs help with strong advocacy, comparative statements, or evidence-based character assessment.
discovery-interviews-surveys
by lyndonkl
Use when validating product assumptions before building, discovering unmet user needs, understanding customer problems and workflows, testing concepts or positioning, researching target markets, identifying jobs-to-be-done and hiring triggers, uncovering pain points and workarounds, or when users mention user research, customer interviews, surveys, discovery interviews, validation studies, or voice of customer.
x-research
by 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
by 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."
implementation-planner
by galz10
Expertise in creating detailed, atomic, and safe implementation plans. Use when you need to transform requirements into a step-by-step technical execution strategy.