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Identify and validate profitable business opportunities by analyzing market size (TAM/SAM/SOM), unit economics, competitive landscape, and PMF indicators. Generates comprehensive HTML reports with opportunity scorecards.
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SOC 職業分類に基づく
Analyze repository structure and generate or update standardized AGENTS.md files that serve as contributor guides for AI agents. Supports both single-repo and monorepo structures. Measures LOC to determine character limits and produces structured documents covering overview, folder structure, patterns, conventions, and working agreements. Update mode refreshes only the standard sections while preserving user-defined custom sections. Use when setting up a new repository, onboarding AI agents to an existing codebase, updating an existing AGENTS.md, or when the user mentions AGENTS.md.
Performs production-ready code reviews on git changes. Supports commit/range/file-scoped analysis, impact assessment, breaking-change detection, confidence-aware finding classification, and risk-weighted verdict generation.
Performs OWASP-based code security audits on any codebase. Analyzes source code against ASVS 5.0.0 verification requirements, API Security Top 10 2023 risk patterns, OWASP CheatSheet secure coding practices, and WSTG testing methodologies. Input is a codebase to review; output is a detailed Markdown security audit report. Use when the user requests a security audit, security review, vulnerability assessment, or code security analysis.
React composition patterns that scale. Use when refactoring components with
Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".
Use when establishing branching strategies, implementing Conventional Commits, creating or reviewing PRs, resolving PR review comments, merging PRs (including CI verification, auto-merge queues, and post-merge cleanup), managing PR review threads, merging PRs with signed commits, handling merge conflicts, or integrating Git with CI/CD.
| name | biz-opportunity-scout |
| description | Identify and validate profitable business opportunities by analyzing market size (TAM/SAM/SOM), unit economics, competitive landscape, and PMF indicators. Generates comprehensive HTML reports with opportunity scorecards. |
| keywords | ["business opportunity","tam","sam","som","unit economics","product market fit","pmf"] |
| task_types | ["market research","business analysis","opportunity validation"] |
| path_globs | ["report/**/*.html","reports/**/*.html"] |
| priority | 3 |
| auto_apply | true |
Capability to identify, analyze, and validate business opportunities through quantitative frameworks.
| Scope Type | Description |
|---|---|
| Idea Validation | Early-stage concept viability assessment |
| Idea Pivot/Extension | Existing idea modification or expansion |
| Business Expansion | Established business growth opportunity |
| Framework | Reference | Purpose |
|---|---|---|
| Market Sizing | market_sizing.md | TAM/SAM/SOM calculation methodology |
| Unit Economics | unit_economics.md | LTV, CAC, Contribution Margin, Payback Period |
| Competitive Analysis | competitive_analysis.md | Market positioning and competitor mapping |
| PMF Indicators | pmf_indicators.md | Product-Market Fit measurement criteria |
| Method | Description |
|---|---|
| Web Search | Real-time market data, competitor info, industry trends via web search |
| External Research | Industry reports, public data sources, academic papers |
| User Input | Business-specific assumptions and known metrics |
Note: Use web search actively to gather up-to-date market data, pricing information, and competitor intelligence. Search queries should target specific data points needed for each framework.
| Component | Description |
|---|---|
| Numeric Report | Quantitative analysis with calculated metrics |
| Investment Pitch | Key figures formatted for investor presentation |
| Go/No-Go Decision | Binary recommendation with supporting rationale |
| Opportunity Scorecard | Composite score/grade across all dimensions |
See report_template.md for HTML output structure and file naming conventions.
| Option | Pattern | Example |
|---|---|---|
| Default | report/scout-report_[service-name]_[date].html | report/scout-report_coffee-subscription_2024-01-14.html |
| Custom | User-specified folder and filename | User input |
