Academic
Academic writing, research, citations
pre-work-research
by troykelly
Use before starting implementation - research repository documentation, codebase patterns, and external resources to inform the approach
initiative-architecture
by troykelly
Use for MASSIVE work requests requiring multi-epic planning. Creates research spikes, documents all unknowns and decisions, builds resumable architecture documents, and structures work into epics and milestones.
research-after-failure
by troykelly
Use after 2 consecutive failed attempts at solving a problem - STOP guessing and research documentation, codebase, and online resources before resuming
stress-test
by jbrukh
Adversarially test a thesis or take for differentiation, robustness, and blind spots. Prevents publishing consensus as contrarian and surfaces what would change your mind.
suparank
by egebese
AI-powered SEO content creation toolkit. Research keywords, write optimized articles, and publish to WordPress/Ghost.
general-research
by Przemocny
Conducts systematic internet research through strategic questioning and multi-source analysis. Gathers information from web sources (not codebase), cross-references claims across multiple sources, evaluates source credibility using tier system (official docs, expert blogs, community resources), identifies patterns and consensus, and produces structured reports in .research/. Use when user needs to gather knowledge from internet, find best practices, compare solutions, evaluate technologies, understand industry trends, or investigate topics thoroughly. Triggers include "research online", "gather information about", "find best practices for", "compare solutions", "evaluate", "investigate topic", "what do sources say", "look up", "search for information".
market-sizing-analysis
by PeterFile
This skill should be used when the user asks to "calculate TAM", "determine SAM", "estimate SOM", "size the market", "calculate market opportunity", "what's the total addressable market", or requests market sizing analysis for a startup or business opportunity.
architecture-decisions
by jwilger
Architecture Decision Records with a four-phase lifecycle (RESEARCH → DRAFT → HOLD → MERGE). Activate when making technology choices, defining system boundaries, recording architectural decisions, or creating/updating ARCHITECTURE.md. Enforces research-before-writing and explicit merge authorization.
design-concepts
by mevans2120
Creates conceptual designs that illustrate design strategy and approach. Use when user says "mockup", "wireframe", "concept", "mood board", "visual direction", "design options", "explore designs", "UI design", "prototype", "design this", "show me designs", "create a design", "look and feel", or "design variations". Leverages research insights and design briefs to develop UI concepts, mood boards, and interactive prototypes. Do NOT use when user needs to understand users first (use design-research), is reviewing an implemented product (use design-qa), or is writing code.
research-briefing
by cklxx
快速梳理调研问题、提炼事实与不确定性、给出后续实验/访谈/数据拉取建议的通用调研简报模板。
legal-research-assistant
by swarochish
Multi-source legal research workflow for Indian law covering statutes, case law, and secondary sources. This skill should be used when conducting comprehensive legal research, finding relevant precedents, or analyzing statutory provisions across India Code, Indian Kanoon, and other free legal databases.
deep-research
by cklxx
深度调研技能，多源检索 + 证据汇编 + 结构化报告。
paper-survey-builder
by zane-gao
围绕某个研究主题搭建可长期维护的 Obsidian 调研工作区。适用于主题仍然模糊、需要先重构研究问题与关键词，再由 Codex/subagent 扩论文池、归纳主脉络、生成逐文精读、补方法图与可比组说明，最后由脚本装配 preview 并做 Obsidian 校验。
design-research
by mevans2120
Conducts user experience research and analysis to inform design decisions. Use when user says "user research", "persona", "personas", "who are our users", "target audience", "customer segments", "design principles", "user needs", "pain points", "jobs to be done", "JTBD", "user interviews", "discussion guide", "research plan", "competitive analysis", "understand the users", "user data", or "analytics review". Reviews first-party and third-party user data, analyzes industry trends from UX and visual design perspectives, and plans user research studies. Creates personas, customer segments, design principles, design roadmaps, and research discussion guides. Do NOT use when already have approved personas, in implementation/coding phase, need visual mockups (use design-concepts), or reviewing built product (use design-qa).
pricing-strategy
by aiaiohhh
"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,' or 'monetization.' This skill covers pricing research, tier structure, and packaging strategy."
research
by samhvw8
"Technical research methodology with YAGNI/KISS/DRY principles. Phases: scope definition, information gathering, analysis, synthesis, recommendation. Capabilities: technology evaluation, architecture analysis, best practices research, trade-off assessment, solution design. Actions: research, analyze, evaluate, compare, recommend technical solutions. Keywords: research, technology evaluation, best practices, architecture analysis, trade-offs, scalability, security, maintainability, YAGNI, KISS, DRY, technical analysis, solution design, competitive analysis, feasibility study. Use when: researching technologies, evaluating architectures, analyzing best practices, comparing solutions, assessing technical trade-offs, planning scalable/secure systems."
legal-opinion-drafter
by swarochish
Structure comprehensive legal opinions with proper formatting, citations, analysis, and mandatory legal disclaimers for Indian law matters. This skill should be used when drafting formal legal opinions, research memoranda, or advisory documents requiring professional legal analysis.
bitable-data
by cklxx
飞书多维表格的表、记录、字段管理，支持数据查询和写入。
token-budget-advisor
by Exploration-labs
Proactive token budget assessment and task chunking strategy. Use this skill when queries involve multiple large file uploads, requests for comprehensive multi-document analysis, complex multi-step workflows with heavy research (10+ tool calls), phrases like "complete analysis", "full audit", "thorough review", "deep dive", or tasks combining extensive research with large output artifacts. This skill helps assess token consumption risk early and recommend chunking strategies before beginning work.
family-history-planning
by Jst-Well-Dan
Provides assistance with planning family history and genealogy research projects.
write-research-doc
by eveld
Use when documenting research findings to create properly structured research documents with frontmatter, sections, and file references.
spawn-planning-agents
by eveld
Use when creating implementation plans to research codebase patterns and gather context for planning.
dr-cook
by wen-chen
Research intelligence suite for academic writing, literature review, and scientific analysis. Use when users need to write papers, draft grants, polish English/Chinese academic text, review manuscripts, find research gaps, check citations, download literature, design experiments, run bioinformatics analysis, or create scientific visualizations. Triggers on: write paper, grant proposal, rebuttal, cover letter, literature review, research gap, citation check, English polish, Chinese polish, translate, peer review, download paper, bioinformatics, data visualization, 写论文, 基金申请, 文献综述, 英文润色, 中文润色, 翻译, 审稿, 下载文献, 生信分析, 实验设计.
feature-orchestrator
by WomenDefiningAI
Research-backed feature implementation workflow enforcing gap analysis, incremental planning, agent coordination, and continuous integration best practices. Auto-invoked for ALL feature implementation requests to prevent code duplication and ensure CLAUDE.md compliance.