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软件工程 / 诊断修复

saas-economics-efficiency-metrics

saas-economics-efficiency-metrics

976

Evaluate SaaS unit economics and capital efficiency. Use when deciding whether the business can scale efficiently or needs correction.

Stars 4,323
designuiperformanceapi

软件工程 / 诊断修复

extract-errors

extract-errors

968

Use when adding new error messages to React, or seeing "unknown error code" warnings.

Stars 245,048
reactextracterrorsadding

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convex-component-authoring

convex-component-authoring

963

How to create, structure, and publish self-contained Convex components with proper isolation, exports, and dependency management

Stars 398
reactfrontendauthapi

软件工程 / 诊断修复

problem-framing-canvas

problem-framing-canvas

960

Guide teams through MITRE's Problem Framing Canvas. Use when you need a clearer problem statement before jumping to solutions.

Stars 4,322
uiproblemframingcanvas

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epic-breakdown-advisor

epic-breakdown-advisor

960

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.

Stars 4,316
uiperformanceworkflowepic

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google-ads

google-ads

955

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…

Stars 471
uitestinggoogleads

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finance-based-pricing-advisor

finance-based-pricing-advisor

954

Evaluate pricing changes using ARPU, conversion, churn risk, NRR, and payback. Use when deciding whether a pricing move should ship.

Stars 4,316
designuitestingfinance

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epic-hypothesis

epic-hypothesis

954

Frame an epic as a testable hypothesis with target user, expected outcome, and validation method. Use when defining a major initiative before roadmap,…

Stars 4,316
uiuxtestingepic

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scientific-visualization

scientific-visualization

948

Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for…

Stars 27,327
uitestingscientificvisualization

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context-engineering-advisor

context-engineering-advisor

947

Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.

Stars 4,314
designuiapidatabase

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hygiene

hygiene

943

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…

Stars 184,977
uihygienemakingchanges

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puppeteer-automation

puppeteer-automation

937

Expert guidance for browser automation using Puppeteer with best practices for web scraping, testing, screenshot capture, and JavaScript execution in headless…

Stars 111
uiperformancetestingjest

软件工程 / 部署发布

spring-boot-actuator

spring-boot-actuator

937

Provides patterns to configure Spring Boot Actuator for production-grade monitoring, health probes, secured management endpoints, and Micrometer metrics across…

Stars 248
uikubernetessecuritymonitoring

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positioning-statement

positioning-statement

932

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…

Stars 4,321
uitestingpositioningstatement

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emilkowal-animations

emilkowal-animations

931

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…

Stars 0
reactuiperformancerag

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customer-journey-mapping-workshop

customer-journey-mapping-workshop

927

Run a customer journey mapping workshop with adaptive questions and outputs. Use when you need to map stages, actions, emotions, pain points, and opportunities…

Stars 4,315
designuicustomerjourney

软件工程 / 诊断修复

positioning-workshop

positioning-workshop

923

Run a positioning workshop that surfaces target customer, unmet need, category, benefits, and differentiation. Use when your product messaging feels fuzzy,…

Stars 4,321
uitestingpositioningworkshop

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finance-metrics-quickref

finance-metrics-quickref

921

Look up SaaS finance metrics, formulas, and benchmarks fast. Use when you need a quick metric definition, formula, or benchmark during analysis.

Stars 4,316
designuiapifinance

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pestel-analysis

pestel-analysis

920

Analyze political, economic, social, technological, environmental, and legal forces. Use when external market shifts could materially affect a product,…

Stars 4,321
designuiapipestel

软件工程 / 部署发布

before-and-after

before-and-after

919

Captures before/after screenshots of web pages or elements for visual comparison. Use when user says "take before and after", "screenshot comparison", "visual…

Stars 197
deploymentagentgithubbefore

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