Academic
Academic writing, research, citations
writing-product-briefs
by bnadlerjr
"Write Product Briefs that align teams on goals before discovery. Use when defining a new product vision, articulating problem statements, creating one-pagers, or crafting north star scenarios. Produces vision documents with thesis/antithesis, target audience, metrics, and narrative scenarios."
literature
by mseok
"Academic literature discovery, synthesis, and bibliography management. Find papers, verify citations, create .bib files, download PDFs, and synthesize literature narratives. Includes OpenAlex API integration for structured scholarly queries."
implementation-planning
by bnadlerjr
Creates detailed implementation plans through interactive research and iteration. Use when in plan mode, planning features, designing implementations, breaking down tasks into phases, or when the user asks "how should I implement X", "plan this feature", or wants a technical specification.
coding-workflow
by bnadlerjr
Use when user asks to build a feature, implement something new, or make significant code changes. Recognizes requests like "build", "implement", "create a new feature", "add functionality", "develop", "I need to build X", "let's implement", "new feature request", "make these changes". Orchestrates a four-stage workflow (Research → Brainstorm → Plan → Implement) using the appropriate thought pattern skill at each stage.
scientific-writing
by mseok
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.
validate-bib
by mseok
"Cross-reference \cite{} keys against .bib files or embedded \bibitem entries. Finds missing, unused, and typo'd citation keys. Deep verification mode spawns parallel agents for DOI/metadata validation at scale. Read-only in standard mode."
research-ideation
by mseok
"Generate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset. Produces 3–5 ranked questions with identification strategies."
research-paper
by build000r
Generate dense, academic research paper-style pages on any topic. Use when: "research paper", "write a paper on", "research page", "/research-paper", "internal paper on", "write up on [topic]". Supports project-specific modes (styling, data sources, routing) via local modes/ directory. Takes a topic argument (e.g. "teeth", "longevity", "AI agents", "SaaS pricing").
advanced-evaluation
by ranbot-ai
This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise compari
project-deck
by mseok
"Create presentation decks to communicate project status. For supervisor meetings, coauthor handoffs, or documenting progress."
retarget-journal
by mseok
"Retarget a paper to a different journal. Renames folders, swaps bib files, updates citation keys, reformats to target requirements, and compiles to verify."
d-research
by d-init-d
Browser-first deep research and lawful public-data collection for AI agents. Triggers: web research, source discovery, scraping public data, literature reviews, market or technical research, evidence ledgers, blocker reports. Read-only; never bypasses logins, paywalls, captchas, or rate limits.
trading
by oyi77
Comprehensive trading skills system with multi-broker support, strategy execution, and autonomous trading capabilities
icml-reviewer
by mseok
Paper reviewer that evaluates machine learning research projects following official ICML reviewer guidelines. Provides comprehensive reviews with actionable feedback across all key dimensions: claims/evidence, relation to prior work, originality, significance, clarity, and reproducibility. Also provides formative feedback on incomplete drafts, proposals, and research code repositories. MANDATORY TRIGGERS: review paper, ICML review, paper review, evaluate paper, research paper feedback, ML paper review, conference review, academic review, paper critique, NeurIPS review, ICLR review, project proposal, research proposal, paper draft, early feedback, incomplete paper, work in progress, WIP review, review repo, review codebase, research project review
devils-advocate
by mseok
"Challenge research assumptions and identify weaknesses in arguments. Stress-test papers before submission or revision."
proofread
by mseok
"Academic proofreading for LaTeX papers. Grammar, notation consistency, citation format, tone, LaTeX issues, citation voice balance, and TikZ diagram review. Report-only — never edits source files."
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.
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
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。
research-scoping
by dozybot001
Guidelines for scoping research ideas into actionable tasks. Use when the root idea is broad or ambiguous to ensure appropriate granularity and feasibility. Helps with initial decomposition. Apply at root (task "0") and when refining broad sub-tasks.
arxiv-search
by DeevsDeevs
"Search arXiv preprint repository for research papers in physics, mathematics, computer science, quantitative biology, finance, and statistics. Use when finding academic papers, preprints, ML research, scientific publications. Triggers: arxiv, preprint, research paper, academic paper, scientific literature."