Academic
Academic writing, research, citations
principal-investigator
by dangeles
Direct research projects by gathering team feedback and delegating implementation tasks. Writes publication-quality scientific text and coordinates bioinformaticians, software developers, and biologist commentators via technical-pm.
grounding-research
by pragmatic-engineer
Evidence rules for investigating code (cite file:line). Use when exploring a codebase, tracing execution, or mapping dependencies. Not for PR review.
deepen-plan
by ratacat
Enhance a plan with parallel research agents for each section to add depth, best practices, and implementation details
coach
by dazuck
Expert advisor and thinking partner for strategic situations. Rapidly develops domain expertise, identifies knowledge gaps, and provides radically candid coaching to accelerate learning and decision-making.
product-management
by julianromli
Assist with core product management activities including writing PRDs, analyzing features, synthesizing user research, planning roadmaps, and communicating product decisions. Use when you need help with PM documentation, analysis, or planning workflows that integrate with your codebase.
report-writing
by HyunjunJeon
Structure and write comprehensive research reports with proper citations. Use when finalizing research findings into a formal report.
academic-search
by HyunjunJeon
Search academic paper repositories (arXiv, Semantic Scholar) for scholarly articles in physics, mathematics, computer science, quantitative biology, AI/ML, and related fields
sales-negotiator
by ncklrs
Expert sales negotiation strategist for B2B deal-making. Use when planning negotiation strategy, handling discount requests, closing deals, navigating procurement, or structuring win-win agreements. Covers anchoring, framing, BATNA development, multi-party negotiations, and contract terms. Use for enterprise deals, pricing discussions, and high-stakes negotiations.
product-discovery
by ncklrs
Expert product discovery guidance for user research and problem validation. Use when conducting user interviews, validating problems, applying jobs-to-be-done framework, sizing opportunities, customer segmentation, competitive analysis, prototype testing, usability testing, designing surveys, or synthesizing research insights. Covers discovery sprints, continuous discovery, and research operations.
product-leader
by ncklrs
Strategic product leadership guidance for SaaS and technology companies. Covers product strategy, roadmap planning, product discovery, user research, growth product management, platform strategy, product analytics, and product launches. Use when defining product vision, prioritizing features, conducting discovery, analyzing metrics, or launching products. Use for "product strategy", "roadmap planning", "feature prioritization", "product discovery", "product metrics", "PRD writing".
competitive-strategist
by ncklrs
Expert competitive intelligence and strategy guidance for B2B/SaaS companies. Use when conducting competitive research, creating battlecards, analyzing win/loss data, building market landscape maps, positioning against alternatives, handling competitive objections, writing comparison pages, or developing sales enablement for competitive situations. Use for competitive monitoring, feature comparisons, and market intelligence gathering.
anti-hallucination-protocol
by antydizajn
Use when a factual error could materially change a user decision, external action, current-state conclusion, citation, code/runtime claim, research conclusion, or other consequential output. Scales verification by risk and keeps wording no stronger than checked evidence.
deep-research-agent
by qodex-ai
Build agents specialized in conducting thorough research, gathering information from multiple sources, and synthesizing findings. Covers research planning, source evaluation, and report generation. Use when automating market research, competitive analysis, literature reviews, or intelligence gathering.
legal-document-analyzer
by qodex-ai
Build agents for legal document analysis, contract review, and compliance checking. Handles document parsing, risk identification, and legal research. Use when creating contract analysis tools, legal research assistants, compliance checkers, or document review systems.
research-methodology
by vinnie357
Activate when conducting topic research with complexity assessment, thinking mode selection, and comprehensive documentation generation
tavily
by ArcaneOrion
使用 Tavily API 进行互联网搜索。当需要获取实时新闻、技术研究、深度资料或限制特定域名搜索时使用该技能。
Multi-Agent Architect
by daffy0208
Design and orchestrate multi-agent systems. Use when building complex AI systems requiring specialization, parallel processing, or collaborative problem-solving. Covers agent coordination, communication patterns, and task delegation strategies.
PRP Generator
by daffy0208
Guides creation of Product Requirements Prompts (PRPs) - comprehensive requirement documents that serve as the foundation for AI-assisted development
paper-reading
by yishuai778
"Read research papers and turn them into clear, decision-oriented notes, comparisons, and implementation takeaways. Use this skill whenever someone wants to read, summarize, analyze, compare, or review papers; build a literature overview; extract methods, datasets, benchmarks, or limitations; judge whether a paper is worth reproducing; or turn papers into actionable notes. Also trigger on requests like '读这篇论文', '帮我总结 paper', '精读这篇', '对比这几篇论文', '做文献综述', '提炼贡献/局限/实验设置', '这篇值不值得复现', or '把论文讲明白'."
implement-paper-from-scratch
by GhostScientist
Guides you through implementing a research paper step-by-step from scratch. Use when asked to implement a paper, code up a paper, reproduce research results, or build a model from a paper. Focuses on building understanding through implementation with checkpoint questions.
reviewer-2-simulator
by GhostScientist
Critiques your paper draft as a skeptical reviewer would. Use when asked to review a paper draft, find weaknesses in a paper, prepare for peer review, anticipate reviewer criticism, or stress-test research before submission. Identifies weak claims, missing baselines, unclear explanations, and overclaims.
research-question-refiner
by GhostScientist
Helps transform a vague research interest into a concrete, tractable research question. Use when asked to refine a research idea, develop a research question, scope a research project, or figure out what to work on. Walks through systematic refinement with feasibility analysis.
requirements-clarifier
by ttmouse
A generic requirement/problem clarification workflow. Use when a user/client request is ambiguous, underspecified, or hard to execute/verify. The skill reframes the request, defines scope, constraints, inputs, and acceptance criteria, then outputs a concise one-page definition and a minimal question set to close gaps. Suitable for product/feature requests, content requests, ops tasks, research asks, and decision-making prompts.
research-taste-developer
by GhostScientist
Develops intuition for what makes research "good" versus "incremental." Use when asked about research taste, how to identify good research, what makes a paper impactful, how to develop research intuition, or how to pick important problems. Analyzes patterns in highly-cited work and what top researchers do differently.