majiayu000
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- ▌ Similarity Mosfet · majiayu000 bundleUse when working with MOSFET similarity calculations - comparing MOSFET MPNs, understanding N-channel/P-channel matching, equivalent groups like IRF530/STF530, or MOSFET-specific similarity logic.
- ▌ Similarity Sensor · majiayu000 bundleUse when working with sensor similarity calculations - comparing temperature/accelerometer/humidity sensor MPNs, understanding sensor families, equivalent parts, or sensor-specific similarity logic.
- ▌ Simplicity Review · majiayu000 bundleReviews code for unnecessary complexity and suggests simplifications that make it easier for developers to understand
- ▌ Simulation Config · majiayu000 bundleConfigure TraitorSim game parameters including regional rule variants (UK/US/Australia), recruitment mechanics, end-game modes, tie-breaking, and player counts. Use when setting up simulations, testing rule variants, comparing configurations, or when asked about game rules, regional variants, or simulation parameters.
- ▌ Single Cell Annotation Skills With Omicverse · majiayu000 bundleGuide Claude through SCSA, MetaTiME, CellVote, CellMatch, GPTAnno, and weighted KNN transfer workflows for annotating single-cell modalities.
- ▌ Single Cell Clustering And Batch Correction With Omicverse · majiayu000 bundleGuide Claude through omicverse's single-cell clustering workflow, covering preprocessing, QC, multimethod clustering, topic modeling, cNMF, and cross-batch integration as demonstrated in t_cluster.ipynb and t_single_batch.ipynb.
- ▌ Single Cell Multi Omics Integration · majiayu000 bundleQuick-reference sheet for OmicVerse tutorials spanning MOFA, GLUE pairing, SIMBA integration, TOSICA transfer, and StaVIA cartography.
- ▌ Single Trajectory Analysis · majiayu000 bundleGuide to reproducing OmicVerse trajectory workflows spanning PAGA, Palantir, VIA, velocity coupling, and fate scoring notebooks.
- ▌ Site Architecture · majiayu000 bundleTechnical SEO - robots.txt, sitemap, meta tags, Core Web Vitals
- ▌ Sitemap Structure · majiayu000 bundleCreate website sitemap with page structure and section selection. Use at project start to define pages, routes, and shadcnblocks sections for each page. Outputs docs/sitemap.md. Triggers on "sitemap", "page structure", "website structure", "create pages".
- ▌ Six Thinking Hats · majiayu000 bundleApply Edward de Bono's Six Thinking Hats methodology to software testing for comprehensive quality analysis. Use when designing test strategies, conducting test retrospectives, analyzing test failures, evaluating testing approaches, or facilitating testing discussions. Each hat provides a distinct testing perspective: facts (White), risks (Black), benefits (Yellow), creativity (Green), emotions (Red), and process (Blue).
- ▌ Skeleton Generate · majiayu000 bundleSkills版エージェント骨格(CLAUDE.md, .claude/skills/, .codex/等)を生成し、初期設定を完了する。「スケルトン生成」「エージェント生成」「骨格作成」を依頼されたときに使用する。
- ▌ Sketch Prompt Lab · majiayu000 bundlePrompt iteration workflow for kid-friendly, realistic outputs. Use when tuning prompts, selecting styles, or when outputs look too similar to the original sketch.
- ▌ Skill Contributor · majiayu000 bundleGuides contributors through adding new skills to the claude-code-skills repository via Pull Request with proper validation and documentation
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- ▌ Skill Creator Blk · majiayu000 bundleCreate skills for BL1NK workspace with proven patterns and best practices. Use this skill to: (1) Build new skills aligned with BL1NK architecture and 4-phase implementation, (2) Understand skill stru
- ▌ Skill Creator Pro · majiayu000 bundleCreates production-grade, reusable skills that extend Claude's capabilities. This skill should be used when users want to create a new skill, improve an existing skill, or build domain-specific intelligence. Gathers context from codebase, conversation, and authentic sources before creating adaptable skills.
- ▌ Skill Development · majiayu000 bundleThis skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
- ▌ Skill Implementer · majiayu000 bundleExecute general implementation tasks following a plan. Invoke for non-Lean implementation work.
- ▌ Skill Integration · majiayu000 bundleStandardized patterns for how agents discover, reference, and compose skills using progressive disclosure architecture
- ▌ Skill Maintenance · majiayu000 bundleUse when creating, updating, auditing, or validating Agent Skills. Provides validation scripts and guidance for keeping skills accurate and compliant with the Agent Skills specification.
- ▌ Skill Marketplace · majiayu000 bundle自動從 Skills Marketplace (skillsmp.com) 搜尋、安裝並使用適合當前任務的技能。當面對複雜任務或需要專業工具時自動觸發。
- ▌ Skill Recommender · majiayu000 bundleAnalyzes codebases and conversation context to recommend relevant existing skills and suggest valuable custom skills to create. Use when exploring a project for the first time, when asked what skills would be useful, or when seeking to optimize workflow for a specific codebase.
- ▌ Skill Status Sync · majiayu000 bundleAtomically update task status across TODO.md and state.json. Invoke when task status changes.
- ▌ Skill With Assets · majiayu000 bundleDemonstrates how skills can bundle data files and configuration templates. Use when needing structured data, templates, configuration files, or static reference data.
- ▌ Skyspark Analysis · majiayu000 bundleSkySpark analytics for building automation systems including Axon queries, trend analysis, fault detection, and performance optimization using haystack tagging standards
- ▌ Slide Gen Content · majiayu000 bundleAI-powered content drafting, quality analysis, and optimization for presentation slides. Generates titles, bullets, speaker notes, and graphics descriptions.
- ▌ Smart Doc Manager · majiayu000 bundleUniversal documentation consolidation skill that verifies system reality before making ANY organizational decisions. Analyzes codebase, detects redundancies, and safely consolidates documentation with preservation of git history and rollback capabilities. Includes specialized MASTER_PLAN.md management with intelligent updates, backup, validation, task creation (/task), and idea/issue processing. Triggers on "master-plan", "plan update", "documentation", "consolidate docs", "audit docs", "add task", "new task", "process ideas", "check inbox".
- ▌ Smart Suggestions · majiayu000 bundleProactively suggest improvements, optimizations, and next steps based on context analysis.
- ▌ Snippet Generator · majiayu000 bundleGenerate reusable, customizable code snippets for common programming patterns and boilerplate code across multiple languages
- ▌ Social Monitoring · majiayu000 bundleMonitor Twitter accounts (151 tracked), detect mentions, analyze engagement, and identify interaction opportunities. Use when tracking Twitter activity, monitoring mentions, analyzing social metrics, or managing social media presence.
- ▌ Social Media Content Repurposer · majiayu000 bundleConvert content between platforms (blog to Twitter thread, article to LinkedIn post, etc.). Optimize for each platform's format, tone, and best practices. Use when user wants to adapt content for different social media platforms.
- ▌ Social Signal Bot · majiayu000 bundleAutomate posting/monitoring social signals (X/Telegram) with rate-limit awareness and safe templates. Use for content cadence or alerts.
- ▌ Software Engineer · majiayu000 bundleCore software engineering principles for code style, documentation, and development workflow. Applies when editing code, working in software repositories, or performing software development tasks.
- ▌ Software Frontend · majiayu000 bundleProduction-grade frontend engineering for Next.js/React, Vue/Nuxt, Angular, Svelte/SvelteKit, Remix, and Vite+React. Use for framework selection, App Router/RSC patterns, TypeScript strict-mode UI code, Tailwind CSS v4 + shadcn/ui, state/data flows (TanStack Query, Zustand), forms validation, testing (Vitest/Testing Library/Playwright), performance (Core Web Vitals), and accessibility (WCAG 2.2).
- ▌ Software Security · majiayu000 bundleA software security skill that integrates with Project CodeGuard to help AI coding agents write secure code and prevent common vulnerabilities. Use this skill when writing, reviewing, or modifying code to ensure secure-by-default practices are followed.
- ▌ Solid Cache Coder · majiayu000 bundleUse when configuring or working with Solid Cache for database-backed caching. Applies Rails 8 conventions, cache key design, expiration strategies, database setup, and performance tuning patterns.
- ▌ Solid Queue Coder · majiayu000 bundleUse when configuring or working with Solid Queue for background jobs. Applies Rails 8 conventions, database-backed job processing, concurrency settings, recurring jobs, and production deployment patterns.
- ▌ Solid Terminology · majiayu000 bundleSolidJS terminology standards: use 'primitive' not 'hook', 'reactive value' not just 'signal', 'computation' not 'computed'. Use 'Solid' not 'SolidJS' internally.
- ▌ Solidstart Config · majiayu000 bundleSolidStart configuration: app.config.ts with defineConfig, deployment presets (Netlify/Vercel/Cloudflare/etc.), prerendering/SSG, Vite plugins, experimental features.
- ▌ Soliton Detection · majiayu000 bundleTopological soliton detection and agency bridge with anyonic fusion algebra for concept composition
- ▌ Solo Landing Page · majiayu000 bundleThis skill should be used for ANYTHING related to landing page development including "review my landing page", "create a landing page", "write landing page copy", "build a landing page", "improve conversion rate", "optimize landing page", "landing page CRO", "write headlines", "create CTAs", "landing page structure", "add tracking", or any landing page-related task for marketing sites, product pages, or sales pages.
- ▌ Sonarcloud Sprint · majiayu000 bundleRun a SonarCloud cleanup sprint. Fetches fresh issues via public API, generates a detailed report with code snippets, creates a cleanup branch, and tracks fixes with the TodoWrite tool. Use when starting a code quality cleanup sprint or when you need a current snapshot of SonarCloud issues.
- ▌ Sovereign Code Auditor · majiayu000 bundleExperto en ciberseguridad y cumplimiento del Protocolo de Soberanía Nexus.
- ▌ Spaced Repetition · majiayu000 bundleThis document describes the translation-based spaced repetition system, its data model, and study flow.
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- ▌ Spatial Developer · majiayu000 bundleExpert in AR/VR, WebXR, and spatial computing for Vision Pro and web
- ▌ Bio Spatial Transcriptomics Spatial Neighbors · majiayu000 bundleBuild spatial neighbor graphs for spatial transcriptomics data using Squidpy. Compute k-nearest neighbors, Delaunay triangulation, and radius-based connectivity for downstream spatial analyses. Use when building spatial neighborhood graphs.
- ▌ Spatial Transcriptomics Tutorials With Omicverse · majiayu000 bundleGuide users through omicverse's spatial transcriptomics tutorials covering preprocessing, deconvolution, and downstream modelling workflows across Visium, Visium HD, Stereo-seq, and Slide-seq datasets.
- ▌ Spec Coverage Map · majiayu000 bundleGenerate a visual spec-to-code coverage map showing which code files are covered by which specifications. Creates ASCII diagrams, reverse indexes, and coverage statistics. Use after implementation or during cleanup to validate spec coverage.
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- ▌ Spec File Manager · majiayu000 bundleManage specification files. Use when creating, reading, updating, or listing spec files. Triggers on requests like "create spec", "update spec", "list specs", or "show spec status".
- ▌ Spec Kit Feedback · majiayu000 bundleCapture workflow usage data for spec-kit optimization. Auto-activates when: (1) completing a spec-kit workflow (/speckit.review, final commit), (2) encountering friction or confusion during workflows, (3) user mentions issues with prompts or templates, (4) workflow deviates from expected quality gates. Reminds to export chat logs and tracks patterns for feedback.
- ▌ Spec Kit Workflow · majiayu000 bundleGuides specification-driven development workflow. Automatically invoked when discussing new features, specifications, technical planning, or implementation tasks. Ensures proper workflow phases (specify → clarify → plan → checklist → tasks → analyze → implement).
- ▌ Spec UI Component · majiayu000 bundleGenerates a rigorous, engineering-ready specification for a UI component. Focuses on strict API contracts (TypeScript), deterministic state logic (Mermaid), and verifiability (Gherkin). Use when designing new UI components or documenting existing ones.
- ▌ Spec Verification · majiayu000 bundleUse during Phase 5 of spec creation to verify completeness and accuracy before implementation - checks requirements accuracy, visual integration, reusability leverage, task specificity, and identifies over-engineering concerns
- ▌ Specialist Review · majiayu000 bundleConducts a focused review from ONE specific specialist's perspective (e.g., Security Specialist, Performance Expert). Use when the user requests "Ask [specialist role] to review [target]", "Get [specialist]'s opinion on [topic]", "Have [role] review [code/component]", or when they want deep expertise in ONE specific domain. Do NOT use for comprehensive multi-perspective reviews (use architecture-review instead) or for listing available specialists (use list-members instead).
- ▌ Specimin Refactor · majiayu000 bundleExecute surgical code refactors using single, named refactoring patterns with test verification. Use only when user explicitly requests to refactor code or perform a specific refactoring pattern. Analyzes complexity, establishes test baseline, previews changes with quality checks, executes refactoring, and verifies tests still pass.
- ▌ Speckit Checklist · majiayu000 bundleGenerate a custom checklist for the current feature based on user requirements.
- ▌ Speckit Generator · majiayu000 bundleProject-focused specification and task management system. Run /speckit.init to install 8 project-local commands: /plan, /tasks, /design, /analyze, /clarify, /implement, /revert, /lint. Each command MUST be invoked separately and requires user approval before proceeding. NEVER chain commands automatically - each produces output that requires user review. Use /plan when user wants to create plans from specs. Use /tasks only AFTER user has approved plans. Git checkpoints enable safe revert.
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- ▌ Speckit Validator · majiayu000 bundleValidates specification completeness and quality by checking for mandatory sections, [NEEDS CLARIFICATION] markers, testable criteria, and clear scope boundaries. Ensures specifications are ready for architecture and implementation phases.
- ▌ Specswarm Upgrade · majiayu000 bundleSystematic compatibility analysis, migration guidance, and breaking change detection for dependency/framework upgrades. Auto-executes when user clearly wants to upgrade, update, migrate, or modernize software dependencies, frameworks, packages, or technology stacks.
- ▌ Speech Adaptation · majiayu000 bundleTransform comprehensive written content into purposeful spoken guidance. Use when adapting for speech, converting to spoken format, optimizing for listening, or creating audio content from written material. Keywords: speech, audio, spoken, listening, adaptation, podcast.
- ▌ Spending Analysis · majiayu000 bundleAnalyze Pollinations revenue, pack purchases, and tier spending patterns. Query Polar for payment history and Tinybird for usage data.
- ▌ Spreadsheet Tools · majiayu000 bundleGuides and code for creating, analyzing, and formatting spreadsheets. Use this skill to work with Excel files programmatically and apply data analysis techniques.
- ▌ Spring AI Alibaba · majiayu000 bundleProvides comprehensive guidance for Spring AI Alibaba including Alibaba Cloud AI services integration, model APIs, and AI application development. Use when the user asks about Spring AI Alibaba, needs to use Alibaba Cloud AI services, or integrate AI capabilities in Spring applications.
- ▌ Spring Data Neo4j · majiayu000 bundleExpert in Spring Data Neo4j integration patterns for graph database development. Use when working with Neo4j graph databases, node entities, relationships, Cypher queries, reactive Neo4j operations, or Spring Data Neo4j repositories. Essential for graph data modeling, relationship mapping, custom queries, and Neo4j testing strategies.
- ▌ Sprint 1 Executor · majiayu000 bundleExecute Sprint 1 tasks for FASA optimization and trade analytics. This skill should be used when the user requests execution of any Sprint 1 task (Tasks 1.1-1.4, 11-13, 2.1-2.4, 3.1-3.2), including ca
- ▌ SQL Anti Patterns · majiayu000 bundleSQLアンチパターンの検出・分析・改善提案を支援するスキル。 スキーマ設計レビュー、クエリ実装レビュー、パフォーマンス問題の診断と改善を行う。 Anchors: • SQL Antipatterns (Bill Karwin) / 適用: アンチパターンカタログ / 目的: 設計問題の体系的検出 • Database Design for Mere Mortals / 適用: 正規化とスキーマ設計 / 目的: 適切なデータモデリング • Use The Index, Luke / 適用: インデックス最適化 / 目的: クエリパフォーマンス改善 Trigger: Use when reviewing database schema, detecting SQL anti-patterns, diagnosing performance issues, or planning schema refactoring. sql anti-pattern, schema review, N+1, EAV, polymorphic associations, jaywalking, database design, query optimization
- ▌ SQL Data Analysis · majiayu000 bundlePerform data analysis using SQL for business intelligence and decision-making. Use for: writing complex queries, data extraction and transformation, aggregate analysis, JOIN operations, window functions, subqueries and CTEs, data cleaning and validation, performance optimization, time series analysis, cohort analysis, funnel analysis, data preparation for visualization, database querying across MySQL/PostgreSQL/SQL Server/BigQuery, and analytical reporting.
- ▌ SQL For Analytics · majiayu000 bundleWriting SQL queries for analytics including aggregations, window functions, CTEs, and complex joins to extract insights from large datasets efficiently.
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- ▌ Stakeholder Communication · majiayu000 bundleGenerate stakeholder-specific communications and presentations for product updates
- ▌ Stan Fundamentals · majiayu000 bundleFoundational knowledge for writing Stan 2.37 models including program structure, type system, distributions, and best practices. Use when creating or reviewing Stan models.
- ▌ Standalone Script · majiayu000 bundleGenerate standalone Python scripts (not packaged projects) with PEP 723 inline metadata, a uv run shebang, and Typer CLI scaffolding. Use when the user wants a one-off executable script, automation tool, or runnable file that should declare dependencies inline and not live inside a package or project.
- ▌ Standards Backend · majiayu000 bundleBackend standards for modern TypeScript applications covering Convex, Supabase, Drizzle ORM, Stripe, tRPC, and API design patterns. Load when implementing server-side code, database schemas, or API endpoints.
- ▌ Standards Creator · majiayu000 bundleCreate phase-appropriate standards files using latest documentation from context7 and web sources. Invoked by prepare-standards command to generate missing standards files based on task requirements.
- ▌ Standards Queries · majiayu000 bundleWrite secure, optimized database queries using parameterized queries, eager loading to prevent N+1 problems, and strategic indexing for performance. Use this skill when writing SQL queries, ORM queries, database interactions, or optimizing data fetching logic. Apply when working with query files, repository patterns, data access layers, SQL statements, ORM methods (ActiveRecord, Sequelize, Prisma queries), JOIN operations, WHERE clauses, preventing SQL injection, implementing eager loading or includes, adding query timeouts, wrapping operations in transactions, or caching expensive queries. Use for any task involving database reads, writes, complex queries, query optimization, or data fetching performance.
- ▌ Standards Testing · majiayu000 bundlePrevent common testing anti-patterns that undermine test effectiveness and code quality by ensuring tests verify real behavior rather than mock behavior, keeping production code free from test-only pollution, and enforcing thoughtful mocking strategies. Use this skill when writing or modifying any test files (.test.ts, .test.js, .spec.ts, _test.py, test_*.py, *_test.go, *_spec.rb), when adding mock objects, stubs, spies, or test doubles to test suites, when considering adding methods or properties to production classes that are only called from test code, when setting up complex test fixtures or test data, when tests are failing and you're tempted to adjust mocks to make them pass, when deciding how to isolate code under test from external dependencies, when implementing dependency injection or test seams, during code reviews when reviewing test implementation and mocking strategies, when refactoring tests that have become brittle or hard to maintain, when test setup code is becoming longer than the actual te
- ▌ Starting Projects · majiayu000 bundleUse this skill when initialize a new project with deep context gathering and project.md. Triggers include "new project", "start project", "initialize project", "create project", "begin project", "setup project".
- ▌ Starting The Task · majiayu000 bundleA short checklist for kicking off work effectively: plan, branch, track with bd, and set up validation.
- ▌ Startup Validator · majiayu000 bundleComprehensive startup idea validation and market analysis tool. Use when users need to evaluate a startup idea, assess market fit, analyze competition, validate problem-solution fit, or determine market positioning. Triggers include requests to "validate my startup idea", "analyze market opportunity", "check if there's demand for", "research competition for", "evaluate business idea", or "see if my idea is viable". Provides data-driven analysis using web search, market frameworks, competitive research, and positioning recommendations.
- ▌ Stat Data Fetcher · majiayu000 bundleAccess reliable statistical data from the World Bank. Avoids hallucinated numbers by fetching direct time-series data from the official API.
- ▌ State Persistence · majiayu000 bundleUse when saving workflow state to Serena MCP memory at research, planning, execution, or completion stages - enables resuming work later with /cc:resume command
- ▌ Stepwise Executor · majiayu000 bundle任意の作業目標を自動的に中間目標(サブゴール)に分解し、段階的に実行するスキル。 複雑なプロジェクト、大規模な実装タスク、長期的な作業を段階的に進めたい場合に使用する。 「Webアプリを作りたい」「データ分析レポートを作成したい」「リファクタリングを実施したい」 などの大きな目標を、実行可能な中間目標に分解して、進捗を追跡しながら確実に完了させる。
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- ▌ Store Model Coder · majiayu000 bundleWrap JSON-backed database columns with ActiveModel-like classes using store_model. Use when creating configuration objects, managing nested JSON attributes, or adding validations to JSON data. Triggers on JSON columns, store_model, typed JSON, configuration objects, or nested attributes.
- ▌ Stored Procedures · majiayu000 bundleImplement stored procedures and functions for database logic. Use when creating reusable database routines, complex queries, or server-side calculations.
- ▌ Storyline Builder · majiayu000 bundleMcKinsey-style storyline framework for building presentation decks. Use when users need to structure presentations, pitch decks, or strategic communications. Creates logical flow where each storyline becomes a slide title, progressing from problem to solution.
- ▌ Strategic Planner · majiayu000 bundleDesign comprehensive technical specifications and strategic plans for data architecture and analytics projects. This skill should be used when planning major features, creating SPEC documents, assessing product requirements, breaking down complex projects into phases, or documenting architectural strategies like SPEC-1. Guides through requirements gathering, MoSCoW prioritization, phase planning, and open items tracking.
- ▌ Strategy Research · majiayu000 bundleUse when developing or documenting trading strategies - guides edge hypothesis formation, validates statistical significance, documents strategy rules systematically (entry, exit, risk management). Activates when user says "research this strategy", "document my approach", "test this idea", mentions "trading strategy", "edge", or uses /trading:research command.
- ▌ Strict Typescript · majiayu000 bundleEnforce patterns with TypeScript beyond strict:true. Include noUncheckedIndexedAccess, erasableSyntaxOnly, ts-reset, and type-fest. Advanced type patterns and ESLint enforcement.
- ▌ Structlog Logging Specialist · majiayu000 bundleConfigure and use Structlog for structured logging in HuleEdu services. Guides correlation context propagation, async-safe logging, and integration with error handling. Integrates with Context7 for latest Structlog documentation.
- ▌ Structured Decomp · majiayu000 bundleStructuredDecompositions.jl: Sheaves on tree decompositions for FPT algorithms
- ▌ Structured Errors · majiayu000 bundleAutomatically applies when writing error handling in APIs and tools. Ensures errors are returned as structured JSON with error, request_id, and timestamp (not plain strings).
- ▌ Structured Code Review · majiayu000 bundleMulti-stage code review process for thorough and constructive feedback
- ▌ Stt Transcription · majiayu000 bundleSpeech-to-text transcription using multiple engines (Whisper, Google Speech, Azure, AssemblyAI). Record audio, transcribe files, real-time transcription, speaker diarization, timestamps, and multi-language support. Use for meeting transcription, voice notes, audio file processing, or accessibility features.
- ▌ Styled Components · majiayu000 bundleImplements CSS-in-JS styling with styled-components using tagged template literals, theming, and dynamic props. Use when wanting component-scoped CSS-in-JS, dynamic styling based on props, or theming support.
- ▌ Styling Web Tools · majiayu000 bundleApplying consistent visual design to HTML tools in this repository. Use when creating new tools, updating UI components, or adding buttons/icons/controls. Based on Vercel Geist design system with Claude app influences.