Claude Skills by majiayu000

used for preparing hypothetical indexes to be run in higher environments

Structured code debugging through hypothesis formation and falsification planning. Use when diagnosing bugs, unexpected behaviour, or system failures where the root cause is unclear. Produces a hypothesis document for execution by another agent rather than performing the investigation directly. Triggers on requests to debug issues, diagnose problems, investigate failures, or create debugging plans.

This skill should be used when refining hypotheses, checking testability, improving specificity, or designing verification strategies. Triggered by requests like "refine hypothesis", "validate hypothesis", "check if testable", or "improve this hypothesis". Used AFTER experiments to refine hypotheses based on results.

Custom Hypothesis strategy patterns for property-based testing. Activated when designing test data generators or property tests.

Guide selection and interpretation of statistical hypothesis tests. Use when: (1) Choosing appropriate test for research data, (2) Checking assumptions before analysis, (3) Interpreting test results correctly, (4) Reporting statistical findings, (5) Troubleshooting assumption violations.

Scientific approach to debugging with hypothesis formation and testing

A product strategy framework that replaces lengthy strategic planning with rapid experimentation cycles. Use this when you need to make product decisions faster, validate market assumptions, or move beyond opinion-based strategy. This skill is essential when your team is stuck in lengthy planning cycles, when multiple stakeholders have conflicting ideas about direction, or when you need to demonstrate that a strategy is working (or not) within weeks instead of months.

Comprehensive guide to writing testable product hypotheses that drive learning and prevent building the wrong things

Use Hypothesis for property-based testing to automatically generate comprehensive test cases, find edge cases, and write more robust tests with minimal example shrinking. Includes Polars parametric testing integration.

Use when exploring alternative scenarios, testing assumptions through "what if" questions, understanding causal relationships, conducting pre-mortem analysis, stress testing decisions, or when user mentions counterfactuals, hypothetical scenarios, thought experiments, alternative futures, what-if analysis, or needs to challenge assumptions and explore possibilities.

Personal theme concierge for Hyprland desktop environments. Use when user wants to (1) change desktop theme/colors, (2) apply preset themes (Catppuccin/Dracula/Nord/Gruvbox/Rose Pine/Kanagawa/Tokyo Night), (3) create custom themes from mood/aesthetic descriptions, (4) create themes inspired by movies/art/feelings, (5) get theme recommendations based on mood, (6) learn what themes look/feel like, (7) save/restore/switch themes, (8) manage which apps get themed, or (9) find/change wallpapers. T...

Debug Hyprland/Wayland issues. Use when theme switching fails, windows disappear, services crash, or displays malfunction.

Comprehensive Hyprland Wayland compositor configuration skill. Use when users need help with: (1) Creating or modifying Hyprland config files, (2) Setting up keybindings, window rules, monitors, or animations, (3) Troubleshooting Hyprland configuration issues, (4) Searching for valid config variables and values, (5) Understanding Hyprland syntax and structure, (6) Setting up multi-monitor configurations, (7) Configuring input devices, decorations, or layouts, or (8) Any other Hyprland-related...

HyThermal Skill

Identify and fix Magento 2 module compatibility issues with Hyvä Themes. Covers block plugin bypasses, RequireJS/Knockout replacements, ViewModels, and Alpine.js integration for modules that work in admin but fail on Hyvä frontend.

Comprehensive guidance on integrating Tailwind CSS and JavaScript in Hyvä Themes, including configuration merging, module registration, and build processes for Magento 2.

OpenClaw's persistent task database. Coordinate sub-agents, checkpoint progress, survive session boundaries.

I Ching (易經) expert covering hexagram interpretation, traditional wisdom, and consultation methods

Automate internationalization and localization workflows for web applications with translation, key generation, and library setup

Analyze code for internationalization issues, understanding the UI context and user impact before flagging problems. Use when reviewing code for global readiness.

i18n 硬編碼檢查和批量處理工具。

Comprehensive i18n consistency check with dynamic pattern detection and hardcoded string analysis. Use when working with translations, localization, i18n keys, or when the user mentions translation issues, missing keys, or language support. Auto-triggers on phrases like "check translations", "i18n consistency", "localization issues", or "translation keys".

Curate CRM Orbit UI i18n strings and mappings. Use when adding or editing user-facing copy, auditing en.json, or keeping i18n/events.ts and i18n/enums.ts in sync with new keys. Scope: CRMOrbit/i18n/en.json and mapping files.

Adds internationalization (i18n) infrastructure with translation plumbing, scalable key strategy, formatters for dates/numbers/currency, plural rules, and language switching. Use when implementing "internationalization", "translations", "multi-language support", or "i18n".

Handle WordPress internationalization. Use when adding translatable strings.

Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.

Expert in internationalization (i18n) and localization (l10n) with i18next, react-intl, multi-language support, RTL layouts, locale-specific formatting, translation management, and automated text extraction

Internationalization with i18next for UI translations and JSONB for database content. Use when adding translations, working with localized content, or implementing multi-language features.

Internationalization and translation patterns in LivestockAI

Sets up complete internationalization infrastructure for React, Vue, Next.js, or vanilla JS with framework config, translation files, and language switching. Use when user asks to "setup i18n", "add translations", "multi-language support", or "internationalization setup".

Designing software applications to adapt to different languages and regions without requiring engineering changes, using translation keys, pluralization, and locale-aware formatting.

Bilingual content synchronization validator for young-personal-site. Ensures perfect zh-TW/en translation consistency.

Implement internationalization (i18n) in Ballee using react-i18next with Trans component and useTranslation hook; use when adding user-facing text, translating components, implementing toast messages, or organizing translation files

Ensure all user-facing text is translatable via ngx-translate. Use when adding text to UI components, checking for hardcoded strings, or when the user asks about translations.

Manage i18n translations for Note Sage plugin. Use when: (1) Adding new translation keys, (2) Updating existing translations, (3) Maintaining consistency across 11 languages (en, ko, ja, es, fr, de, pt, zh, ar, ru, hi), (4) Finding missing translations

Internationalization specialist for Phoenix/Elixir applications. Use when you need to extract hardcoded strings and replace them with gettext calls, manage translation files (POT/PO), or provide translations for French and Italian. Handles templates (.heex), controllers, LiveViews, error messages, and UI text.

Automate the internationalization process: extracting strings, generating keys, and updating locale files.

Develops iOS applications with XcodeGen, SwiftUI, and SPM. Triggers on XcodeGen project.yml configuration, SPM dependency issues, device deployment problems, code signing errors, camera/AVFoundation debugging, iOS version compatibility, or "Library not loaded @rpath" framework errors. Use when building iOS apps, fixing Xcode build failures, or deploying to real devices.

This skill should be used when creating, modifying, or troubleshooting custom themes for iA Presenter.

Generate markdown presentations compatible with IA Presenter. Use when the user requests to create an IA Presenter presentation, generate an IA Presenter document, or convert content into an IA Presenter markdown file. Also use when the user asks to create a presentation in markdown format without specifying a tool.

Terraform, Pulumi, CloudFormation, and infrastructure as code for data platforms

Analyzes Infrastructure as Code files (Terraform, CloudFormation, Kubernetes, Docker Compose) and generates visual architecture diagrams. Use when analyzing infrastructure code, designing cloud architectures, or when the user requests architecture diagrams from IaC.

Use this skill ONLY after a plan has been APPROVED by both the `iac-security-auditor` skill and the human user. This skill safely applies a confirmed terraform plan.

Gera codigo de infraestrutura baseado em arquitetura definida. Suporta Terraform, Bicep, e Kubernetes manifests. Use quando: criar infraestrutura, gerar IaC, configurar deploy.

Use this skill to take a user's infrastructure request (e.g., "deploy a new web server") and create a complete Terraform (HCL) file and a corresponding execution plan. This skill ONLY plans; it NEVER applies.

Review infrastructure-as-code changes for safety and correctness. Use when a mid-level developer needs a second look on IaC.

Scans Infrastructure as Code for security misconfigurations. Wraps tfsec for Terraform and Checkov for multi-cloud IaC. Use when user asks to "scan Terraform", "IaC security", "infrastructure scan", "tfsec", "checkov", "Terraformセキュリティ", "インフラスキャン".

Use this skill AFTER a terraform plan has been generated. This skill audits a terraform plan file for security vulnerabilities (using tfsec/checkov) and company compliance policies. It either APPROVES or REJECTS the plan.

Infrastructure as Code with Terraform and Terragrunt. Use for creating, validating, troubleshooting, and managing Terraform configurations, modules, and state. Covers Terraform workflows, best practices, module development, state management, Terragrunt patterns, and common issue resolution.

Execute iam policy reviewer operations. Auto-activating skill for Security Advanced. Triggers on: iam policy reviewer, iam policy reviewer Part of the Security Advanced skill category. Use when working with iam policy reviewer functionality. Trigger with phrases like "iam policy reviewer", "iam reviewer", "iam".