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软件工程 / 诊断修复
saas-economics-efficiency-metrics
saas-economics-efficiency-metrics
Evaluate SaaS unit economics and capital efficiency. Use when deciding whether the business can scale efficiently or needs correction.
软件工程 / 诊断修复
extract-errors
extract-errors
Use when adding new error messages to React, or seeing "unknown error code" warnings.
软件工程 / 诊断修复
convex-component-authoring
convex-component-authoring
How to create, structure, and publish self-contained Convex components with proper isolation, exports, and dependency management
软件工程 / 诊断修复
problem-framing-canvas
problem-framing-canvas
Guide teams through MITRE's Problem Framing Canvas. Use when you need a clearer problem statement before jumping to solutions.
软件工程 / 诊断修复
epic-breakdown-advisor
epic-breakdown-advisor
Break down epics into user stories with Humanizing Work split patterns. Use when a backlog item is too large to estimate, sequence, or deliver safely.
软件工程 / 诊断修复
google-ads
google-ads
When the user wants to set up, optimize, or manage Google Ads campaigns. Also use when the user mentions "Google Ads," "Google Search Ads," "PPC," "SEM," "PMF…
软件工程 / 诊断修复
finance-based-pricing-advisor
finance-based-pricing-advisor
Evaluate pricing changes using ARPU, conversion, churn risk, NRR, and payback. Use when deciding whether a pricing move should ship.
软件工程 / 诊断修复
epic-hypothesis
epic-hypothesis
Frame an epic as a testable hypothesis with target user, expected outcome, and validation method. Use when defining a major initiative before roadmap,…
软件工程 / 诊断修复
scientific-visualization
scientific-visualization
Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for…
软件工程 / 诊断修复
context-engineering-advisor
context-engineering-advisor
Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.
软件工程 / 诊断修复
hygiene
hygiene
Use when making code changes to ensure they pass VS Code's hygiene checks. Covers the pre-commit hook, unicode restrictions, string quoting rules, copyright…
软件工程 / 诊断修复
puppeteer-automation
puppeteer-automation
Expert guidance for browser automation using Puppeteer with best practices for web scraping, testing, screenshot capture, and JavaScript execution in headless…
软件工程 / 部署发布
spring-boot-actuator
spring-boot-actuator
Provides patterns to configure Spring Boot Actuator for production-grade monitoring, health probes, secured management endpoints, and Micrometer metrics across…
软件工程 / 诊断修复
positioning-statement
positioning-statement
Create a Geoffrey Moore-style positioning statement. Use when clarifying who you serve, what problem you solve, your category, and why you're different from…
软件工程 / 诊断修复
emilkowal-animations
emilkowal-animations
Emil Kowalski 的 Web 界面动画最佳实践。适用于在 React、CSS 或 Framer Motion 中编写、审查或实现动画。触发…
软件工程 / 诊断修复
customer-journey-mapping-workshop
customer-journey-mapping-workshop
Run a customer journey mapping workshop with adaptive questions and outputs. Use when you need to map stages, actions, emotions, pain points, and opportunities…
软件工程 / 诊断修复
positioning-workshop
positioning-workshop
Run a positioning workshop that surfaces target customer, unmet need, category, benefits, and differentiation. Use when your product messaging feels fuzzy,…
软件工程 / 诊断修复
finance-metrics-quickref
finance-metrics-quickref
Look up SaaS finance metrics, formulas, and benchmarks fast. Use when you need a quick metric definition, formula, or benchmark during analysis.
软件工程 / 诊断修复
pestel-analysis
pestel-analysis
Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product,…
软件工程 / 部署发布
before-and-after
before-and-after
Captures before/after screenshots of web pages or elements for visual comparison. Use when user says "take before and after", "screenshot comparison", "visual…