Keith Choi
Community@Choi-Keith
Don't say you can't do it
Agent Skills by Keith Choi
Showing 102 vetted skills indexed across 1 GitHub repositories.
Choi-Keithfinance-quality-screen
Screen listed companies against seven financial quality indicators to exclude non-first-tier stocks.
Choi-Keithfinance-investment-checklist
Runs a Buffett-style six-gate pre-buy checklist on one or more companies.
Choi-Keithfinance-industry-funnel
Screens an industry from full-market scan down to three final value-investing picks.
Choi-Keithfinance-bottleneck-hunter
Scans global supply chains for physical bottlenecks and screens listed companies for arbitrage opportunities.
Choi-Keithfinance-deep-company-series
Writes multi-part long-form company research series with strict fact-checking standards.
Choi-Keithfinance-wechat-article
Generates publish-ready WeChat finance articles through author, editor, and reader agent collaboration.
Choi-Keithfinance-thesis-tracker
Tracks post-purchase investment theses by validating core assumptions and red-line conditions against quarterly data.
Choi-Keithfinance-news-pulse
Diagnoses stock price movements by running four parallel news-reconnaissance agents.
Choi-Keithfinance-portfolio-review
Reviews investment portfolios for concentration, correlation, and rebalancing opportunities.
Choi-Keithfinance-thesis-drift
Compares two investment thesis snapshots to detect factual drift versus wording changes.
Choi-Keithfinance-management-deep-dive
Evaluates CEO and executive team integrity, capital allocation, and governance for investment research.
Choi-Keithfinance-industry-research
Researches industry investment opportunities via supply chain mapping and four-master stock analysis frameworks.
Choi-Keithfinance-investment-team
Orchestrates four parallel research agents to produce multi-perspective company investment reports.
Choi-Keithfinance-income-investment
Analyzes dividend sustainability and income investment suitability for stocks.
Choi-Keithfinance-investment-research
Conducts deep value-investing research on companies using a four-master analysis framework.
Choi-Keithfinance-financial-data
Validates corporate financial data through dual-source cross-verification with error-rate thresholds.
Choi-Keithfinance-dyp-ask
Answers investment and business questions by role-playing Duan Yongping's value investing philosophy.
Choi-Keithfinance-private-company-research
Orchestrates six parallel research agents to analyze private companies and estimate intrinsic value.
Choi-Keithfinance-earnings-review
Analyzes single-company quarterly and annual earnings reports from primary sources.
Choi-Keithfinance-earnings-team
Orchestrates six parallel agents to analyze earnings reports and produce publishable WeChat articles.
Choi-Keithsocial-media-publisher
Orchestrates multi-platform content publishing workflows for WeChat, Xiaohongshu, and Douyin.
Choi-Keithbusiness-model
Generates a nine-block Business Model Canvas for products or businesses.
Choi-Keithansoff-matrix
Generates Ansoff Matrix growth strategy analysis across four product-market quadrants.
Choi-Keithpestle-analysis
Analyzes political, economic, social, technological, legal, and environmental factors for strategic planning.
Frequently Asked Questions About Keith Choi
FAQPage SchemaWhat tasks can I accomplish with Choi-Keith's finance skills?▼
You can screen stocks via ROE and cash-flow quality checks, run Buffett-style pre-purchase checklists, perform industry funnel scans, track investment theses post-buy, detect thesis drift between report snapshots, review earnings reports, and manage portfolio rebalancing and position sizing.
Who are these skills designed for?▼
Value investors and equity researchers using Buffett-Munger-Duan Yongping frameworks, product managers running discovery-to-launch cycles, founders building business model or lean canvases, and developers working in Go, Next.js, MySQL, and DevOps pipelines.
How do the product management skills work in practice?▼
The pm-master orchestrator routes you through strategy, discovery, analysis, validation, design, data, and launch stages, dispatching 68 sub-skills such as create-prd, user-stories, sprint-plan, ab-test-analysis, cohort-analysis, and opportunity-solution-tree based on your current product phase.
Are these skills open source and what do they cost?▼
Several skills carry explicit MIT licenses (dev-golang, dev-backend, dev-devops), while dev-theme-factory references terms in its LICENSE.txt. No paid tiers or usage fees are stated anywhere in the manifest; all 102 skills are published under the Choi-Keith GitHub account.
What prerequisites or dependencies do these skills require?▼
The manifest specifies no external installations. Skills are prompt-driven with trigger words; write-humanizer-zh declares Read, Write, Edit, and AskUserQuestion tool access, and finance skills note heavy context weighting, meaning they consume larger context windows during multi-agent parallel research.