Logging Strategies
Implement structured logging with appropriate levels, context, and correlation for effective debugging and monitoring
Metrics & Monitoring
Implement application metrics (RED, USE), alerting strategies, and monitoring dashboards
Optimization Patterns
Apply caching strategies, database optimization, and algorithmic improvements to enhance application performance
Performance Profiling
Profile CPU, memory, and I/O usage to identify bottlenecks, analyze execution traces, and diagnose performance issues
Rate Limiting Strategies
Implement exponential backoff, token bucket algorithms, and API quota management
Requirements Elicitation
Extract complete, unambiguous requirements from specifications by identifying functional/non-functional requirements and clarifying ambiguities
Screen Reader Testing
Test with NVDA, JAWS, VoiceOver, validate ARIA attributes, and ensure semantic HTML
Security Code Review
Identify security vulnerabilities including OWASP Top 10 issues, implement secure coding practices, and validate authentication/authorization implementations
SQL Development
Design efficient database schemas, write optimized queries with proper indexes, and manage data operations following best practices
Technical Debt Assessment
Identify code smells, prioritize refactoring opportunities, and assess technical debt impact
Technical Writing
Create clear, accessible documentation for technical and non-technical audiences with practical examples and logical structure
Test Coverage Analysis
Measure and improve test coverage by identifying untested code paths and prioritizing high-risk areas for testing
Test Design Patterns
Apply testing patterns like AAA (Arrange-Act-Assert), mocking, fixtures, and parameterization for maintainable test suites
Threat Modeling
Apply STRIDE methodology to identify security threats, analyze attack surfaces, and assess security risks in system architectures
User Story Writing
Create well-structured user stories with clear acceptance criteria in 'As a/I want/So that' format for team communication
Vulnerability Scanning
Scan dependencies and code for known vulnerabilities using automated tools, triage security issues, and prioritize remediation
WCAG Compliance
Validate WCAG 2.1 AA/AAA standards, use accessibility testing tools, and implement remediation strategies
Web UI Design
Design responsive web interfaces using modern UX principles, accessibility standards, and mobile-first approaches
Webhook Design
Design secure webhooks with HMAC validation, idempotency patterns, and event-driven architecture
Work Breakdown
Break down features and requirements into actionable, implementable tasks with clear scope and acceptance criteria
First Alien Encounter
神秘接触 - Stella终于与盖亚星球的智慧生命面对面接触,一次改变一切的遭遇
Studying Alien Flora
奇异植物 - Stella深入研究盖亚星球的植物生态,发现既美丽又危险的外星植被,并尝试找到可利用的资源
Exploring Ancient Ruins
古代遗迹 - Stella深入探索盖亚星球的古代文明遗迹,解开失落文明的秘密
Cave Exploration
洞穴探险 - Stella发现一个深邃的洞穴系统,深入探索发现bioluminescent晶体、地下水源和神秘的古老痕迹
Space Cooking Adventure
太空料理 - 轻松搞笑的章节,Stella尝试用盖亚食材创造美味食物,结果既有灾难也有惊喜
How to Create Claude Code Skill
A guide to creating Claude Code Skills.
Daily Science Routine
日常科研 - Stella建立临时研究站,进行系统的科学观察和实验,享受科学家的日常
Emergency Distress Signal
紧急求救 - 飞船坠毁后与Stella的首次联系,帮助她评估损伤并制定初步生存计划
Planning the Escape
逃离计划 - 最终章,Stella必须决定是否修复飞船返回地球,还是留在盖亚,这是艰难的抉择
Finding Shelter
寻找庇护所 - 帮助Stella在盖亚星球度过第一个夜晚,寻找或建造安全的临时住所
Repairing Signal Tower
信号塔修复 - Stella尝试修复或建造信号发射装置,希望联系地球或发送求救信号
Surviving the Storm
风暴求生 - 盖亚星球遭遇极端天气,Stella必须在双星磁暴和狂风暴雨中保护自己和营地
Water Crisis
水源危机 - Stella的饮用水即将耗尽,必须在盖亚星球上寻找、检测和净化水源以维持生存
ai-product-patterns
Builds AI-native products using OpenAI's development philosophy and modern AI UX patterns. Use when integrating AI features, designing for model improvements, implementing evals as product specs, or creating AI-first experiences. Based on Kevin Weil (OpenAI CPO) on building for future models, hybrid approaches, and cost optimization.
ai-startup-building
Builds AI-native products using Dan Shipper's 5-product playbook and Brandon Chu's AI product frameworks. Use when implementing prompt engineering, creating AI-native UX, scaling AI products, or optimizing costs. Focuses on 2025+ best practices.
career-growth
Plans PM career growth using frameworks from 40+ career episodes and Ami Vora's advancement strategies. Use when planning promotions, identifying skill gaps, navigating career transitions, or choosing between IC and management paths.
confident-speaking
Structures presentations and verbal pitches using Matt Abrahams' WHAT-SO WHAT-NOW WHAT framework and impromptu speaking techniques. Use when preparing presentations, creating talking points, or practicing difficult conversations.
continuous-discovery
Implements Teresa Torres' continuous discovery habits for weekly customer contact, opportunity solution trees, and assumption testing. Use when building discovery processes, conducting user research, validating assumptions, or establishing product trio workflows.
culture-craft
Designs team culture and sets standards of excellence using David Singleton (Stripe) and Dharmesh Shah (HubSpot) frameworks. Use when building teams, setting cultural values, creating rituals, or establishing excellence standards.
decision-frameworks
Structures difficult decisions using Annie Duke's probabilistic thinking and Ben Horowitz's hard decisions frameworks. Use when facing tough choices, applying expected value thinking, or reducing decision paralysis with regret minimization and pre-mortems.
design-first-dev
Follows Airbnb's design-led development and Figma's craft quality standards. Use when building user-facing features, making UI/UX decisions, determining when details matter, or applying design system thinking. Guides when to move fast vs when quality creates moats. Based on Brian Chesky staying in every design detail and Dylan Field's craft philosophy.
exec-comms
Drafts executive memos and stakeholder communications using Amazon's 6-pager structure, Stripe's memo format, and SCQA framework. Use when writing board updates, executive summaries, or strategic documents.
exp-driven-dev
Builds features with A/B testing in mind using Ronny Kohavi's frameworks and Netflix/Airbnb experimentation culture. Use when implementing feature flags, choosing metrics, designing experiments, or building for fast iteration. Focuses on guardrail metrics, statistical significance, and experiment-driven development.
growth-embedded
Builds growth loops into products from day 1 using YC playbook (Gustaf Alstromer), Casey Winters growth frameworks, and Elena Verna's retention-first approach. Use when adding viral mechanics, instrumenting analytics, creating referral systems, or optimizing for retention over acquisition.
influence-craft
Maps organizational power dynamics and builds influence without authority using Jeffrey Pfeffer's power frameworks. Use when getting buy-in for ideas, navigating company politics, managing up, or building coalitions across teams.
jtbd-building
Builds features based on Jobs-to-be-Done theory using Bob Moesta's frameworks. Use when designing features, identifying customer jobs, understanding push/pull forces, or uncovering hidden needs beyond stated feature requests.
launch-execution
Helps write launch copy, position products, and create go-to-market materials using April Dunford's positioning framework and Airbnb's product marketing approach. Use when launching features, writing announcements, creating marketing materials, or positioning products.
metrics-frameworks
Defines right metrics using North Star framework, AARRR, and leading vs lagging indicators. Use when choosing metrics, instrumenting products, creating dashboards, or distinguishing vanity metrics from actionable ones.
okr-frameworks
Writes effective OKRs using Christina Wodtke's best practices and Google's OKR methodology. Use when setting goals, aligning teams, creating measurement frameworks, or tracking quarterly progress.
one-step-better-ai-pm
Get one actionable improvement for your AI product based on the latest GenAI PM briefs. Fetch the last 5 days of curated AI PM insights from genaipm.com, analyze the current repo/project, find synergy between trending topics and the user's work, then research the source material and apply a concrete improvement. Use when the user wants to improve their AI product, get coaching on AI PM best practices, apply the latest industry insights to their codebase, or run "/one-step-better-ai-pm". Requires a GenAI PM subscriber email (set GENAIPM_EMAIL env var or provide when prompted).
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