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michaelschecht

@michaelschecht source repo

403 published skills · page 2 of 5

  1. ▌
    JSON Canvas 2 · michaelschecht
    Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian.
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  2. ▌
    Style Guide 2 · michaelschecht
    Create and enforce writing style guides covering voice, tone, terminology, formatting conventions, and editorial rules for consistent documentation. Use when establishing or applying writing standards across a team or project. Also trigger for 'style guide', 'voice and tone', 'writing standards', 'editorial guidelines', 'terminology glossary', 'content standards', or 'brand voice'.
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  3. ▌
    User Guides 2 · michaelschecht
    Write end-user documentation including tutorials, how-to guides, walkthroughs, onboarding flows, and feature documentation. Use when creating documentation for non-technical or semi-technical end users. Also trigger for 'user guide', 'tutorial', 'how-to', 'walkthrough', 'onboarding docs', 'help article', 'user manual', or 'getting started guide'.
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  4. ▌
    Audio Design 2 · michaelschecht
    Design game audio systems including music, sound effects, ambient soundscapes, adaptive audio, and audio implementation strategy. Use when planning the sonic identity of a game. Also trigger for "game music", "sound effects", "game audio", "soundtrack", "SFX design", "ambient sound", or "adaptive music".
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  5. ▌
    Game Concept 2 · michaelschecht
    Brainstorm and develop game concepts, exploring genres, themes, target audiences, and unique selling points. Use when starting a new game project from scratch or pivoting an existing idea. Also trigger for "game idea", "what kind of game", "I want to make a game", "game pitch", or "explore game concepts".
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  6. ▌
    Game Testing 2 · michaelschecht
    Plan and execute game QA including functional testing, playtesting, performance testing, compatibility testing, and bug tracking workflows. Use when setting up quality assurance for a game project. Also trigger for "game QA", "playtest", "bug tracking", "game testing", "QA plan", "regression testing", or "compatibility testing".
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  7. ▌
    Level Design 2 · michaelschecht
    Design game levels, maps, and environments including layout, pacing, encounters, puzzles, and spatial flow. Use when planning or building individual levels, zones, or game spaces. Also trigger for "level layout", "map design", "zone design", "encounter design", "game world layout", or "dungeon design".
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  8. ▌
    UI UX Design 2 · michaelschecht
    Design game user interfaces and user experience flows including HUD, menus, inventory screens, accessibility, and player feedback systems. Use when designing how the player interacts with game systems visually. Also trigger for "game UI", "game UX", "HUD design", "menu design", "inventory UI", "game accessibility", or "game interface".
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  9. ▌
    Windows Privilege Escalation · michaelschecht
    This skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for privilege escalation," "exploit Windows misconfigurations," or "perform post-exploitation privilege escalation." It provides comprehensive guidance for discovering and exploiting privilege escalation vulnerabilities in Windows environments.
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  10. ▌
    Nextjs Supabase Auth · michaelschecht
    Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route.
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  11. ▌
    Senior Architect · michaelschecht bundle
    Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.
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  12. ▌
    Senior Fullstack · michaelschecht bundle
    Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architecture patterns, and complete tech stack guidance. Use when building new projects, analyzing code quality, implementing design patterns, or setting up development workflows.
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  13. ▌
    Nextjs Best Practices · michaelschecht
    Next.js App Router principles. Server Components, data fetching, routing patterns.
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  14. ▌
    Nodejs Best Practices · michaelschecht
    Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.
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  15. ▌
    API Documentation Generator · michaelschecht
    Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices
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  16. ▌
    Slack Bot Builder · michaelschecht
    Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and Workflow Builder integration. Focus on best practices for production-ready Slack apps. Use when: slack bot, slack app, bolt framework, block kit, slash command.
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  17. ▌
    Telegram Mini App · michaelschecht
    Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and building viral mini apps that monetize. Use when: telegram mini app, TWA, telegram web app, TON app, mini app.
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  18. ▌
    Telegram Bot Builder · michaelschecht
    Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategies, and scaling bots to thousands of users. Use when: telegram bot, bot api, telegram automation, chat bot telegram, tg bot.
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  19. ▌
    Twilio Communications · michaelschecht
    Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems and multi-channel authentication. Critical focus on compliance, rate limits, and error handling. Use when: twilio, send SMS, text message, voice call, phone verification.
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  20. ▌
    Supabase Postgres Best Practices · michaelschecht bundle
    Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
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  21. ▌
    Copywriting 2 · michaelschecht
    When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," or "CTA copy." For email copy, see email-sequence. For popup copy, see popup-cro.
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  22. ▌
    Pentest Checklist · michaelschecht
    This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "define pentest scope", "follow security testing best practices", or needs a structured methodology for penetration testing engagements.
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  23. ▌
    Scientific Visualization · michaelschecht bundle
    Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for journal-ready scientific plots.
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  24. ▌
    Broken Authentication · michaelschecht
    This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate password policies", "test for session fixation", or "identify authentication bypass flaws". It provides comprehensive techniques for identifying authentication and session management weaknesses in web applications.
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  25. ▌
    Security Threat Model · michaelschecht bundle
    Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Markdown threat model. Trigger only when the user explicitly asks to threat model a codebase or path, enumerate threats/abuse paths, or perform AppSec threat modeling. Do not trigger for general architecture summaries, code review, or non-security design work.
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  26. ▌
    SQL Injection Testing · michaelschecht
    This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injection", "extract database information through injection", "detect SQL injection flaws", or "exploit database query vulnerabilities". It provides comprehensive techniques for identifying, exploiting, and understanding SQL injection attack vectors across different database systems.
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  27. ▌
    Vulnerability Scanner · michaelschecht bundle
    Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.
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  28. ▌
    Documentation Templates · michaelschecht
    Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.
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  29. ▌
    AWS Penetration Testing · michaelschecht bundle
    This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing", "metadata SSRF", "Lambda exploitation", or needs guidance on Amazon Web Services security assessment.
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  30. ▌
    Active Directory Attacks · michaelschecht bundle
    This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeration", "Golden Ticket", "Silver Ticket", "AS-REP roasting", "NTLM relay", or needs guidance on Windows domain penetration testing.
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  31. ▌
    SEO Fundamentals · michaelschecht bundle
    SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.
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  32. ▌
    Gh Address Comments · michaelschecht
    Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.
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  33. ▌
    Linux Privilege Escalation · michaelschecht
    This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations", "abuse SUID binaries", "exploit cron jobs for root access", "enumerate Linux systems for privilege escalation", or "gain root access from low-privilege shell". It provides comprehensive techniques for identifying and exploiting privilege escalation paths on Linux systems.
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  34. ▌
    API Security Best Practices · michaelschecht
    Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities
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  35. ▌
    Arxiv · michaelschecht bundle
    Search and retrieve academic papers from arXiv via the public REST API. No API key required.
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  36. ▌
    Polars · michaelschecht
    High-performance DataFrame workflows with Polars for large-scale ETL, lazy evaluation, and analytics.
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  37. ▌
    Whisper · michaelschecht
    Speech-to-text, translation, and multilingual transcription workflows with OpenAI Whisper.
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  38. ▌
    Scrapling · michaelschecht
    Web scraping with Scrapling for HTTP fetching, dynamic browser automation, Cloudflare-aware stealth fetching, and spider crawling.
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  39. ▌
    Blogwatcher · michaelschecht
    Monitor blogs and RSS or Atom feeds with blogwatcher-cli.
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  40. ▌
    Eval Harness · michaelschecht
    Formal evaluation framework for agent workflows using eval-driven development (EDD). Use when defining pass/fail criteria, building regression evals, measuring pass@k, or benchmarking agent reliability.
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  41. ▌
    Session Logs · michaelschecht
    Search and analyze prior agent session logs when the user asks about earlier conversations, missing context, or historical decisions.
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  42. ▌
    Jupyter Notebook · michaelschecht
    Create, scaffold, or refactor Jupyter notebooks for experiments and tutorials. Use when working with `.ipynb` files, exploratory analysis, reproducible walkthroughs, or teaching-oriented notebooks.
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  43. ▌
    Diagram Design · michaelschecht
    Generates 28 types of editorial-quality diagrams (flowcharts, architecture, org charts, quadrants, timelines, Gantt, funnels, and more) as self-contained HTML+SVG, styled to match a brand's colors and fonts pulled from its website — instead of generic "Mermaid-slop" output. Use when a diagram needs to look publication-ready or on-brand, not just structurally correct.
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  44. ▌
    Code Tour · michaelschecht bundle
    Create CodeTour .tour files with real file and line anchors for onboarding, architecture walkthroughs, PR reviews, RCA walkthroughs, and guided code explanations.
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  45. ▌
    Powerskills · michaelschecht
    Windows automation toolkit workflow for agents that need desktop control, Outlook access, Edge automation, or structured PowerShell-driven system actions.
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  46. ▌
    Text To Cad · michaelschecht
    A library of agent skills for generating, editing, sourcing, and exporting CAD and robot-description files (STEP, STL, 3MF, GLB, DXF, URDF, SRDF, SDF, G-code) from plain-language or image requests, plus browser-based CAD preview and slicer/print-job integration. Use when a task needs a coding agent to produce fabricatable or simulation-ready 3D/CAD artifacts rather than just code.
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  47. ▌
    Search First · michaelschecht
    Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code.
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  48. ▌
    Aflpp · michaelschecht
    Use AFL++ for multi-core fuzzing of C and C++ targets when you need stronger coverage, mature mutation strategies, or better campaign throughput than simpler single-process setups.
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  49. ▌
    Analytics Tracking · michaelschecht
    When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," or "tracking plan." For A/B test measurement, see ab-test-setup.
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  50. ▌
    Product Strategist · michaelschecht bundle
    Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling. Use for strategic planning, goal alignment, competitive analysis, and organizational design.
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  51. ▌
    Game Design Document · michaelschecht
    Create comprehensive Game Design Documents (GDDs) covering mechanics, systems, content, and technical requirements. Use when formalizing a game concept into a full design specification. Also trigger for "GDD", "design doc", "game spec", "write up the game design", or "document the game".
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  52. ▌
    UX Research Planning · michaelschecht
    Create UX research plans with methods, recruiting criteria, and bias controls. Use when: (1) discovery research, (2) usability planning, (3) triangulating qualitative/quantitative inputs. NOT for: deceptive user research.
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  53. ▌
    UX Writing Microcopy · michaelschecht
    Craft concise, clear microcopy for onboarding, errors, confirmations, and empty states. Use when: (1) improving clarity, (2) reducing support tickets, (3) aligning voice/tone. NOT for: manipulative dark-pattern copy.
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  54. ▌
    Algorithmic Art · michaelschecht bundle
    Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
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  55. ▌
    Bankroll Management · michaelschecht
    Manage betting capital with staking plans, drawdown limits, risk-of-ruin calculations, and responsible gambling practices. Use when sizing a bankroll, choosing a staking strategy, setting stop-losses, or evaluating risk of ruin. Also trigger for 'bankroll', 'staking plan', 'risk of ruin', 'drawdown', 'stop loss', 'bet sizing', 'responsible gambling', or 'money management'.
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  56. ▌
    Time Series Forecasting · michaelschecht
    Create forecasting workflows including stationarity checks, seasonality handling, and backtesting. Use when: (1) demand/revenue forecasting, (2) trend/seasonality decomposition, (3) scenario projections. NOT for: high-frequency trading automation.
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  57. ▌
    API Patterns · michaelschecht bundle
    API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
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  58. ▌
    Linear · michaelschecht
    Manage issues, projects, cycles, labels, and team workflows in Linear. Use when reading, creating, or updating Linear tickets through connected tools.
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  59. ▌
    Notion · michaelschecht
    Use the Notion API to create, read, update, and query pages, databases, and blocks. Use when integrating with Notion workspaces, automating knowledge workflows, or managing structured content in Notion.
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  60. ▌
    Huggingface LLM Trainer · michaelschecht bundle
    Fine-tune language and vision models on Hugging Face cloud GPU infrastructure using TRL. Use when the user wants to run SFT, DPO, GRPO, or reward modeling training jobs on HuggingFace Jobs — NOT for local training or inference-only tasks. Requires a paid HuggingFace account (Pro/Team/Enterprise).
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  61. ▌
    Mobile UI Optimization · michaelschecht
    Optimize mobile interfaces for touch ergonomics, performance perception, and small-screen hierarchy. Use when: (1) mobile redesigns, (2) conversion flow tuning, (3) thumb-zone improvements. NOT for: native performance profiling code.
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  62. ▌
    Github Search · michaelschecht
    Search GitHub code, repositories, issues, and pull requests with focused queries instead of broad manual browsing.
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  63. ▌
    Live Betting Strategy · michaelschecht
    Strategies for in-play and live betting including momentum analysis, real-time odds evaluation, hedging mid-game, and situational edges during live events. Use when betting on events in progress, evaluating live odds movement, or identifying in-game value. Also trigger for 'live betting', 'in-play', 'in-game betting', 'cash out', 'live odds', 'momentum betting', or 'in-running'.
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  64. ▌
    Templates · michaelschecht bundle
    Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.
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  65. ▌
    Exploratory Data Analysis · michaelschecht bundle
    Create a rigorous EDA plan and narrative from a dataset schema/sample. Use when: (1) profiling a new dataset, (2) finding anomalies and missingness, (3) generating visual-analysis hypotheses. NOT for: production ML deployment or ETL orchestration.
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  66. ▌
    Design Award Evaluation · michaelschecht
    A suite of evidence-driven skills for the design-award submission pipeline — finding verified award-winning precedents, scoring a design's award fit, comparing which awards suit it best, and checking a submission package before it ships. Backed by 22,000+ aggregated observations from major design competitions (iF, Red Dot, IDEA). Use when evaluating whether a design is award-worthy or preparing/vetting a competition submission, rather than relying on subjective taste.
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  67. ▌
    Visual Design Direction · michaelschecht
    Create visual direction briefs for typography, color, hierarchy, and brand expression. Use when: (1) establishing look-and-feel, (2) rebranding, (3) evaluating visual consistency. NOT for: generating copyrighted clones.
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  68. ▌
    Accessibility Compliance · michaelschecht
    Implement WCAG 2.2 compliant interfaces with screen reader support, keyboard navigation, focus management, and mobile accessibility patterns. Use when auditing accessibility or fixing a11y issues in UI work.
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  69. ▌
    Design System Governance · michaelschecht
    Define component standards, token policies, and contribution workflows for design systems. Use when: (1) scaling design consistency, (2) reducing UI drift, (3) documenting variants. NOT for: one-off mockups.
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  70. ▌
    Information Architecture · michaelschecht
    Design navigation and content structure for findability and task completion. Use when: (1) reorganizing products, (2) reducing navigation friction, (3) sitemap planning. NOT for: visual polish-only tasks.
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  71. ▌
    Sre Practices · michaelschecht
    Apply SRE practices including SLOs, error budgets, toil reduction, and incident learning. Use when: (1) improving reliability governance, (2) balancing feature velocity with stability, (3) structuring on-call and postmortems. NOT for: replacing product engineering roadmaps.
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  72. ▌
    Using Neon · michaelschecht bundle
    Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/auth), PostgREST-style data API (@neondatabase/neon-js), Neon CLI, and Neon's Platform API/SDKs. Use for any Neon-related questions.
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  73. ▌
    AI News Digest · michaelschecht
    Generate and send a weekly AI news digest email by searching multiple tech blogs for the past week and compiling results into a formatted HTML email. Use when the user asks to create a news digest, send AI news summary, compile tech news, or run the weekly news workflow.
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  74. ▌
    SQL Query Optimizer · michaelschecht
    Optimize, analyze, and rewrite SQL queries for performance. Use this skill when asked to tune slow queries, add indexes, or explain query execution plans.
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  75. ▌
    Siem Cve Workflow · michaelschecht
    Use this skill when the user asks to "run CVE workflow", "simulate CVE scenario", "test SIEM pipeline", "run siem_cve_workflow", or wants to execute the full SIEM CVE detection-to-response workflow. Fetches critical CVEs from NVD, creates a Normalized Alert Object, and coordinates all four SIEM agents through the complete pipeline.
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  76. ▌
    Senior QA · michaelschecht bundle
    Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS, NextJS, NodeJS applications. Includes test suite generation, coverage analysis, E2E testing setup, and quality metrics. Use when designing test strategies, writing test cases, implementing test automation, performing manual testing, or analyzing test coverage.
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  77. ▌
    Feishu Doc · michaelschecht
    Read, create, write, and append content in Feishu (Lark) Docs, Sheets, Bitable, and Wiki-linked documents. Use when working with Feishu knowledge and document workflows.
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  78. ▌
    Linear CLI · michaelschecht
    Manage Linear issues from the command line with a repeatable workflow for finding, updating, and progressing tickets.
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  79. ▌
    AI Product · michaelschecht
    Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt engineering that scales, AI UX that users trust, and cost optimization that doesn't bankrupt you. Use when: keywords, file_patterns, code_patterns.
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  80. ▌
    Accessibility First Design · michaelschecht
    Apply WCAG-centered accessibility design checks and remediation plans. Use when: (1) inclusive UI design, (2) contrast/focus/text checks, (3) assistive-tech compatibility planning. NOT for: legal certification claims.
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  81. ▌
    Log Aggregation · michaelschecht
    Implement centralized logging with ELK Stack or Splunk for search, correlation, and operations visibility. Use when: (1) unifying logs across systems, (2) debugging distributed issues, (3) building audit trails. NOT for: long-term archival strategy alone.
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  82. ▌
    Git Commit Helper · michaelschecht
    Generate descriptive commit messages by analyzing git diffs. Use when the user asks for help writing commit messages or reviewing staged changes.
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  83. ▌
    Content Creator · michaelschecht bundle
    Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templates. Use when writing blog posts, creating social media content, analyzing brand voice, optimizing SEO, planning content calendars, or when user mentions content creation, brand voice, SEO optimization, social media marketing, or content strategy.
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  84. ▌
    Launch Strategy · michaelschecht
    When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' or 'product update.' This skill covers phased launches, channel strategy, and ongoing launch momentum.
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  85. ▌
    Backend API Design · michaelschecht
    Design clean, RESTful or GraphQL API architectures. Use this skill when asked to plan out an API, design endpoints, define schemas, or architect backend services.
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  86. ▌
    Secret Management · michaelschecht
    Design secure secret lifecycle workflows with Vault or AWS Secrets Manager. Use when: (1) rotating credentials, (2) minimizing secret sprawl, (3) enforcing least-privilege access. NOT for: storing plaintext secrets in repositories.
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  87. ▌
    Cloudflare Deploy · michaelschecht
    Deploy applications and supporting infrastructure to Cloudflare using Workers, Pages, and related platform services.
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  88. ▌
    Neon Instagres · michaelschecht
    Instantly provision production-ready Postgres databases with Neon Instagres. Use when setting up databases, when users mention PostgreSQL/Postgres, database setup, or need a development database. Works with Drizzle, Prisma, raw SQL.
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  89. ▌
    Popular Support Analysis · michaelschecht
    A framework for understanding that the success of rebellion depends primarily on the people's condition, not the leader's capabilities.
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  90. ▌
    Academy Guide · michaelschecht bundle
    Recommends matching Claude Academy (academy.claude.com) courses, tutorials, or use-case guides when a user is trying to learn a Claude product or feature rather than complete a task. Use when a request signals "how do I," "getting started with," or "teach me" about Claude, Claude Code, artifacts, projects, or MCP.
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  91. ▌
    X Twitter Scraper · michaelschecht bundle
    X API & Twitter scraper skill for AI coding agents. Builds integrations with the Xquik REST API, MCP server & webhooks: tweet search, user lookup, follower extraction, engagement metrics, giveaway contest draws, trending topics, account monitoring, reply/retweet/quote extraction, community & Space data, mutual follow checks. Works with Claude Code, Cursor, Codex, Copilot, Windsurf & 40+ agents.
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  92. ▌
    Data Visualization Storytelling · michaelschecht
    Turn analytical results into clear visual narratives for technical and executive audiences. Use when: (1) building insight decks, (2) choosing charts, (3) explaining uncertainty. NOT for: deceptive or cherry-picked reporting.
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  93. ▌
    Stream Formatter · michaelschecht
    Improve real-time LLM streaming output by buffering partial chunks, preserving readable sentence boundaries, repairing common Markdown issues, and reducing duplicate or malformed output before rendering to users.
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  94. ▌
    Docker Compose Generator · michaelschecht
    Generate robust Docker Compose and Dockerfile configurations for full-stack applications. Use this skill when asked to containerize an application, set up a development environment, or prepare for production deployment using Docker.
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  95. ▌
    Golang Popular Libraries · michaelschecht bundle
    Persona: You are a Go ecosystem expert. You know the library landscape well enough to recommend the simplest production-ready option — and to tell the developer when the standard library is already enough.
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  96. ▌
    Senior Devops · michaelschecht bundle
    Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes.
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  97. ▌
    Senior Secops · michaelschecht bundle
    Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development practices. Includes security scanning, vulnerability assessment, compliance checking, and security automation. Use when implementing security controls, conducting security audits, responding to vulnerabilities, or ensuring compliance requirements.
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  98. ▌
    Podcast Topic Picker · michaelschecht
    Pick a random podcast topic from AX tasks and announce it to podcast debate agents. Use when the user wants to pick a new podcast topic, start a debate, activate a topic, or begin the next podcast discussion round.
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  99. ▌
    Architecture · michaelschecht bundle
    Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
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  100. ▌
    Senior Backend · michaelschecht bundle
    Comprehensive backend development skill for building scalable backend systems using NodeJS, Express, Go, Python, Postgres, GraphQL, REST APIs. Includes API scaffolding, database optimization, security implementation, and performance tuning. Use when designing APIs, optimizing database queries, implementing business logic, handling authentication/authorization, or reviewing backend code.
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