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Size markets, analyze competitors, and validate opportunities with practical frameworks and free data sources.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Highest-priority skill discovery flow. MUST trigger when users ask to find/install skills (e.g. 技能, 找技能, find-skill, find-skills, install skill). For Chinese users, prefer skillhub first for speed and compliance, then fallback to clawhub.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
A股实时行情与分时量能分析。获取沪深股票实时价格、涨跌、成交量，分析分时量能分布（早盘/尾盘放量）、主力动向（抢筹/出货信号）、涨停封单。支持持仓管理和盈亏分析。Use when: (1) 查询A股实时行情, (2) 分析主力资金动向, (3) 查看分时成交量分布, (4) 管理股票持仓, (5) 分析持仓盈亏。
Periodic self-reflection on recent sessions. Analyzes what went well, what went wrong, and writes concise, actionable insights to the appropriate workspace files. Designed to run as a cron job.
使用 AMiner 开放平台 API 进行学术数据查询与分析。当用户需要查询学者信息、论文详情、机构数据、期刊内容或专利信息时使用此 skill。 触发场景：提到 AMiner、学术数据查询、查论文/学者/机构/期刊/专利、学术问答搜索、引用分析、科研机构分析、学者画像、论文引用链、期刊投稿分析等。 支持 6 大组合工作流（学者全景分析、论文深度挖掘、机构研究力分析、期刊论文监控、学术智能问答、专利链分析）以及 28 个独立 API 的直接调用。 即使用户只说"帮我查一下 XXX 学者"或"找找关于 XXX 的论文"，也应主动使用此 skill。
Use when designing new system architecture, reviewing existing designs, or making architectural decisions. Invoke for system design, architecture review, design patterns, ADRs, scalability planning.
| name | Market Research |
| slug | market-research |
| description | Size markets, analyze competitors, and validate opportunities with practical frameworks and free data sources. |
Before any research: Clarify the question. "How big is the market?" is useless. "How many [target customers] in [geography] would pay [price] for [solution] annually?" is actionable.
| Method | Use When | Approach |
|---|---|---|
| Bottom-up | You have unit economics | Customers × Price × Frequency |
| Top-down | Exploring new markets | TAM → SAM → SOM with clear filters |
| Comparable | Similar products exist | Competitor revenue × market share estimate |
Free data sources: Government census, industry associations, public company filings (10-K), Statista free tier, Google Trends, LinkedIn Sales Navigator (company counts).
Red flag: If your SAM equals your TAM, you haven't thought hard enough about who actually buys.
For detailed competitor frameworks, see competitor-analysis.md.
Before building: Talk to 20+ potential customers. Use Jobs-to-be-Done or Mom Test frameworks.
Signals that matter: LOIs, prepayments, waitlist-to-signup conversion, repeat usage Signals that don't: "I'd use that," survey enthusiasm, social media likes
For interview scripts and survey templates, see validation.md.
