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majiayu000

@majiayu000 source repo

75,112 published skills · page 636 of 752

  1. ▌
    Implement Code · majiayu000 bundle
    Implement features, write code, and build functionality following best practices and language conventions. Use when the user asks to implement, code, build, create a function, add a feature, or write code.
    567 repo stars
  2. ▌
    Implement Crud · majiayu000 bundle
    Implement complete CRUD (Create, Read, Update, Delete) operations for Supabase tables with proper error handling, validation, and RLS. Triggers when user requests data operations, API endpoints, or database interactions.
    567 repo stars
  3. ▌
    Implement Plan · majiayu000 bundle
    Implement technical plans from thoughts/shared/plans with verification
    567 repo stars
  4. ▌
    Implement Spec · majiayu000 bundle
    Orchestrate spec-to-PR workflow with session tracking, worktree isolation, and audit trail
    567 repo stars
  5. ▌
    Implement Task · majiayu000 bundle
    Implementation agent that executes a single task and creates handoff on completion
    567 repo stars
  6. ▌
    Implementation · majiayu000 bundle
    Implement features with code, tests, and documentation. Use when building features from approved designs following TDD and project coding standards.
    567 repo stars
  7. ▌
    Import Command · majiayu000 bundle
    Convert Cursor custom commands (.cursor/commands/*.md) to Claude Code skills (.claude/skills/*/SKILL.md). Use when the user says "import command to skill", "convert command to skill", or "migrate cursor command".
    567 repo stars
  8. ▌
    Import Content · majiayu000 bundle
    Import existing markdown files into Kurt database. Fix ERROR records, bulk import files, link content to database.
    567 repo stars
  9. ▌
    Import Updater · majiayu000 bundle
    Update import statements across the codebase when modules are moved or renamed. This skill should be used after refactoring operations to ensure all imports remain functional and properly organized.
    567 repo stars
  10. ▌
    Importing Data · majiayu000 bundle
    Systematic CSV import process - discover structure, design schema, standardize formats, import to database, detect quality issues (component skill for DataPeeker analysis sessions)
    567 repo stars
  11. ▌
    Improve Prompt · majiayu000 bundle
    Prompt engineering architect that transforms raw prompts into optimized, production-ready prompts. PROACTIVELY activate for: (1) Improve/refine prompts, (2) Optimize prompts for specific models, (3) Create prompt chains/sequences, (4) Analyze prompt quality, (5) Transform prompts for different contexts. Triggers: "improve this prompt", "refine prompt", "optimize prompt", "make this prompt better", "prompt engineering", "fix my prompt"
    567 repo stars
  12. ▌
    Improve Skills · majiayu000 bundle
    Improve skill(s) by analyzing the current session.
    567 repo stars
  13. ▌
    Industry Pulse · majiayu000 bundle
    Get a real-time pulse check on any industry or niche. Includes trending technologies, notable events from the last 2 weeks, and key shifts impacting operators and investors.
    567 repo stars
  14. ▌
    Infra Adoption · majiayu000 bundle
    Discover and adopt existing infrastructure - analyze Terraform structure, AWS profiles, and custom agents to generate faber-cloud configuration and migration plan
    567 repo stars
  15. ▌
    Infra Debugger · majiayu000 bundle
    Analyze infrastructure deployment errors - categorize error types (permission/ config/resource/state), search issue log for historical solutions, rank solutions by success rate and context match, propose automated fixes via delegation, learn from resolution outcomes, track debugging metrics, handles permission errors by routing to permission-manager.
    567 repo stars
  16. ▌
    Infra Deployer · majiayu000 bundle
    Deploy infrastructure - execute Terraform apply to create/update AWS resources, verify deployment success, update resource registry with ARNs and console URLs, generate deployment documentation. Handles permission errors by delegating to infra-permission-manager.
    567 repo stars
  17. ▌
    Infra Teardown · majiayu000 bundle
    Safely destroy infrastructure with state backup and verification
    567 repo stars
  18. ▌
    Infra Workflow · majiayu000 bundle
    Terraform/Docker Composeによるインフラ構築のワークフロー、ベストプラクティス、Well-Architected Framework対応を定義
    567 repo stars
  19. ▌
    Infrastructure · majiayu000 bundle
    TMNL Docker infrastructure documentation. Service topology, health checks, troubleshooting. Model-invoked when debugging containers or understanding service architecture.
    567 repo stars
  20. ▌
    Ingest Youtube · majiayu000 bundle
    Extract transcripts from YouTube videos. Use when user says "get transcript", "transcribe this video", "what does this YouTube video say", "extract captions", "youtube transcript", or provides a YouTube URL and wants the text content.
    567 repo stars
  21. ▌
    Init Changelog · majiayu000 bundle
    Create the foundational structure for changelog management via script.
    567 repo stars
  22. ▌
    Initialization · majiayu000 bundle
    Use when starting a new session without feature-list.json, setting up project structure, or breaking down requirements into atomic features. Load in INIT state. Detects project type (Python/Node/Django/FastAPI), creates feature-list.json with priorities, initializes .claude/progress/ tracking.
    567 repo stars
  23. ▌
    Install Skills · majiayu000 bundle
    Configure and customize skills for your workspace by asking questions and updating skill files with your preferences.
    567 repo stars
  24. ▌
    Intelligent Do · majiayu000 bundle
    Context-aware task execution with Serena MCP backend. First time: Explores project, saves to Serena, runs spec if complex, executes waves. Returning: Loads from Serena (<1s), detects changes, executes with cached context. Intelligently decides when to research, when to spec, when to prime. One catch-all intelligent execution command. Use when: User wants task executed in any project (new or existing).
    567 repo stars
  25. ▌
    Internal Links · majiayu000 bundle
    Connect all buttons and links to pages or same-page sections. Ensures every CTA has a valid href, uses Next.js Link component, and adds section IDs for anchor links.
    567 repo stars
  26. ▌
    Interview Mode · majiayu000 bundle
    Ensures proper requirements clarification before implementing features. Activates when asked to implement, build, create, or add features during what appears to be an interview or timed coding exercise.
    567 repo stars
  27. ▌
    Inverse Conway · majiayu000 bundle
    Align architecture and team structure using inverse Conway maneuver
    567 repo stars
  28. ▌
    Invest Stories · majiayu000 bundle
    When writing, reviewing, or validating user stories. Used by ARCHITECT-AGENT and PRODUCT-OWNER.
    567 repo stars
  29. ▌
    IOS App Tester · majiayu000 bundle
    Test iOS apps using AXe CLI for accessibility auditing, UI automation, and simulator control. Use when testing iOS Simulator apps, automating UI interactions, recording test videos, or auditing accessibility labels and VoiceOver support.
    567 repo stars
  30. ▌
    IOS Deploy Usb · majiayu000 bundle
    Build and deploy iOS app to connected iPhone via USB. Fast deployment (~8-10 seconds) for development iteration. Use when deploying, installing, or building apps to physical iPhone.
    567 repo stars
  31. ▌
    IOS Navigation · majiayu000 bundle
    SwiftUI navigation and deep linking using NavigationStack and Universal Links.
    567 repo stars
  32. ▌
    IOS UI Builder · majiayu000 bundle
    SwiftUIを使ったiOSアプリのUI実装を支援するスキル。View +
    567 repo stars
  33. ▌
    IOS Watch Logs · majiayu000 bundle
    Start real-time log streaming from connected iPhone to console and file. Shows only app's explicit log messages with [APP] prefix. Use when monitoring app behavior, debugging, or viewing logs.
    567 repo stars
  34. ▌
    Ip Attribution · majiayu000 bundle
    A human-centered system for attributing creative contributions across any medium, where containers provide structure and conversations determine value
    567 repo stars
  35. ▌
    Iron Butterfly · majiayu000 bundle
    Analyzes iron butterfly credit spreads with ATM short straddle and OTM long strangle protection. Requires numpy>=1.24.0, pandas>=2.0.0, matplotlib>=3.7.0, scipy>=1.10.0. Use when expecting stock to pin at specific strike, want maximum credit collection in high IV, analyzing tight-range opportunities, or implementing high-premium neutral strategies on stocks with strong technical pivot levels.
    567 repo stars
  36. ▌
    Ispc Lit Tests · majiayu000 bundle
    Best practices for creating ISPC lit tests. Use when writing regression tests, verifying code generation, or checking compiler diagnostics.
    567 repo stars
  37. ▌
    Issue Assigner · majiayu000 bundle
    Assign and unassign issues to users (CLI not yet available)
    567 repo stars
  38. ▌
    Issue Creation · majiayu000 bundle
    This skill should be used when the user asks to create Trellis issues including "create a project", "create epics", "create features", "create tasks", "new project", "new epic", "new feature", "new task", "break down project into epics", "break down epic into features", "break down feature into tasks", "decompose project", "decompose epic", "decompose feature", or mentions creating any type of issue in Trellis.
    567 repo stars
  39. ▌
    Issue Detector · majiayu000 bundle
    ペルソナの思い込みや真の課題を階層的に分析するSkill。課題分析、思い込み特定、問題深堀りの際に自動起動。
    567 repo stars
  40. ▌
    Issue Executor · majiayu000 bundle
    Use this skill to start work on an assigned GitHub issue. This is the core implementation loop of the SynthesisFlow methodology. Guides the AI to load full context (specs, plans, retrospective), create a feature branch, and begin implementation. Triggers include "start work on issue", "implement issue
    567 repo stars
  41. ▌
    Issue Planning · majiayu000 bundle
    Guide structured analysis of problems and planning of implementation. Use when starting work on a new feature, encountering a bug, refactoring existing functionality, or any task that benefits from thinking before coding. Helps create well-defined GitHub issues with clear scope, acceptance criteria, and implementation steps.
    567 repo stars
  42. ▌
    Issue Reporter · majiayu000 bundle
    作業進捗をGitHub issueに自動報告します。計画立案時、知見獲得時、問題発覚時にブランチ名からissue番号を抽出し、構造化されたコメントを投稿します。
    567 repo stars
  43. ▌
    Issue Resolver · majiayu000 bundle
    GitHub Issue resolver skill that analyzes, triages, and proposes solutions for issues with full SDD integration Trigger terms: resolve issue, fix issue, github issue, issue triage, issue analysis, issue to PR, issue resolution, auto-fix issue Use when: User requests involve GitHub issue analysis or resolution
    567 repo stars
  44. ▌
    Issue Reviewer · majiayu000 bundle
    Automatically reviews code changes against issue/spec at evaluate phase start to ensure implementation completeness
    567 repo stars
  45. ▌
    Issue Splitter · majiayu000 bundle
    Split complex issues into smaller, implementable sub-issues. Called automatically when ComplexityGate determines an issue needs splitting.
    567 repo stars
  46. ▌
    Issue Workflow · majiayu000 bundle
    Manage GitHub issues workflow - update status, add comments, create follow-ups. Use when starting work on an issue, completing an issue, or encountering blockers. Triggers on "issue", "close issue", "update issue", "blocked".
    567 repo stars
  47. ▌
    It Role Expert · majiayu000 bundle
    Provides role-specific expertise for 26+ IT company positions. Use when responding from a specific role's perspective, providing role-based advice, or when specialized knowledge is needed for engineering, product, design, data, marketing, sales, operations, HR, legal, finance, leadership, or academic functions.
    567 repo stars
  48. ▌
    Iterative Loop · majiayu000 bundle
    Implement continuous AI iteration loops for complex development tasks. Use when building features requiring test-driven refinement, implementing tasks with clear success criteria, or automating iterative improvement workflows. Based on the Ralph Wiggum technique from Claude Code plugins.
    567 repo stars
  49. ▌
    Jaeger Tracing Specialist · majiayu000 bundle
    Jaeger/OpenTelemetry patterns plus Skriptoteket tracing conventions (async context propagation, correlation, debugging).
    567 repo stars
  50. ▌
    Jainism Ahimsa Navigation · majiayu000 bundle
    Deploy non-violence as navigation itself - Ahimsa, Anekantavada, Syadvada active.
    567 repo stars
  51. ▌
    Java Standards · majiayu000 bundle
    Java service standards for Bitso projects. Covers tech stack requirements, project organization, code review guidelines, MapStruct usage, and build verification practices. Use when creating new Java services or reviewing existing code.
    567 repo stars
  52. ▌
    Jeecg Onlchart · majiayu000 bundle
    Use when user asks to create/edit Online graph charts, data visualization, or says "创建图表", "生成图表", "新建图表", "做一个图表", "online图表", "数据图表", "柱状图", "折线图", "饼图", "统计图", "可视化", "chart", "graph", "create chart", "generate chart", "bar chart", "line chart", "pie chart". Also triggers when user describes chart requirements like "做一个销售柱状图" or mentions data visualization like "用图表展示男女比例".
    567 repo stars
  53. ▌
    Jest Generator · majiayu000 bundle
    Generate Jest unit tests for JavaScript/TypeScript with mocking, coverage. Use for JS/TS modules, React components, test generation, or encountering missing coverage, improper mocking, test structure errors.
    567 repo stars
  54. ▌
    Jj Merge Repos · majiayu000 bundle
    Merges two separate Jujutsu (jj) repositories into one. Use when combining repos, rebasing one repo onto another, or recovering from diverged histories.
    567 repo stars
  55. ▌
    Johnny Decimal · majiayu000 bundle
    Helps organize files in a Johnny Decimal system at ~/Documents. Use this skill when filing documents, finding files, creating folders, taking notes about JD items, or understanding where something belongs in the system.
    567 repo stars
  56. ▌
    Jotai Patterns · majiayu000 bundle
    Jotai atomic state management patterns. Use when implementing fine-grained reactive state.
    567 repo stars
  57. ▌
    JSON Formatter · majiayu000 bundle
    Formats and validates JSON data. Use when you need to pretty-print JSON, fix formatting issues, or validate JSON syntax. ALWAYS USE THIS when doing JSON Formatting
    567 repo stars
  58. ▌
    JSON Render UI · majiayu000 bundle
    Transform natural language UI requests into working dashboards and applications. Claude acts as the translation layer (prompt → JSON), the skill provides the rendering runtime (JSON → UI).
    567 repo stars
  59. ▌
    Dcode Jtbd Prd Frame · majiayu000 bundle
    Use when defining a feature, writing a PRD, or scoping work - reframes requirements around the user's job instead of the feature or team that owns it. Use before design or development begins.
    567 repo stars
  60. ▌
    Julien Calibre · majiayu000 bundle
    Complete Calibre library management - add/remove books, convert PDF to EPUB, metadata editing, library analysis, cleanup, and e-reader sync (Sony PRS-T1). Use for any ebook or Calibre operation.
    567 repo stars
  61. ▌
    Justfile Style · majiayu000 bundle
    Style guidelines for justfile recipe documentation. Use when writing or editing justfiles to ensure consistent and concise documentation.
    567 repo stars
  62. ▌
    K Create Skill · majiayu000 bundle
    Meta knowledge for creating Claude skills. Provides templates, best practices, and patterns for building effective skills with routing tables and reference files. Load this when creating new skills or understanding the skill system. Triggers: create skill, new skill, skill template, skill architecture, SKILL.md.
    567 repo stars
  63. ▌
    K8S Operations · majiayu000 bundle
    Kubernetes and OpenShift cluster operations, maintenance, and lifecycle management. Use this skill when: (1) Performing cluster upgrades (K8s, OCP, EKS, GKE, AKS) (2) Backup and disaster recovery (etcd, Velero, cluster state) (3) Node management: drain, cordon, scaling, replacement (4) Capacity planning and cluster scaling (5) Certificate rotation and management (6) etcd maintenance and health checks (7) Resource quota and limit range management (8) Namespace lifecycle management (9) Cluster migration and workload portability (10) Monitoring and alerting configuration (11) Log aggregation setup (12) Cost optimization and resource rightsizing
    567 repo stars
  64. ▌
    Kalshi Markets · majiayu000 bundle
    Access Kalshi prediction market data including market prices, orderbooks, trades, events, and series information. Use when the user asks about prediction markets, Kalshi markets, betting odds, market prices, or needs to search or analyze prediction market data.
    567 repo stars
  65. ▌
    Karpathy Style · majiayu000 bundle
    Guidelines to improve coding style and avoid common pitfalls. Use when writing, reviewing, or refactoring any kind of code.
    567 repo stars
  66. ▌
    Kbd Morphology · majiayu000 bundle
    Expert in Kabardian morphological analysis. Provides word structure breakdown, verb template analysis ([PRAGM]-[GEOM]-[ARGS]-[STEM]-[TAM]-[SUBORD]), prefix/suffix identification, derivational patterns, and multi-person verb analysis. Activates when user requests morphological analysis, mentions "морфология", "разбор слова", "структура глагола", "префикс", "суффикс", or needs help understanding complex word forms.
    567 repo stars
  67. ▌
    Kbd Translator · majiayu000 bundle
    Expert in BIDIRECTIONAL Kabardian↔Russian translation using CORPUS-FIRST approach. Translates both Russian→Kabardian AND Kabardian→Russian. Learns from 292k real translation examples, then falls back to dictionaries. Provides accurate translations by copying patterns from verified corpus. For rus→kbd ensures proper SOV word order and morphology. Activates when user requests translation, mentions "перевод", "translate", "переведи", "Kabardian", "кабардинский", provides sentences in Russian or Kabardian to translate.
    567 repo stars
  68. ▌
    Keep It Simple · majiayu000 bundle
    Provides guidance and best practices for writing simple, understandable code that developers can easily maintain
    567 repo stars
  69. ▌
    Killbill Admin · majiayu000 bundle
    Expert KillBill administrator for managing billing, subscriptions, invoices, and overdue states. Provides ready-to-use commands via Traefik DNS for tenant management, catalog uploads, test clock manipulation, and overdue testing workflows.
    567 repo stars
  70. ▌
    Kindle Capture · majiayu000 bundle
    Kindle Web Reader/Kindle macOSアプリからスクリーンショットをキャプチャしてPDF生成。書籍名やASIN指定でKindle本を自動PDF化。Kindleライブラリ検索、Playwrightでページ自動取得、PNG画像からPDF変換、レイアウト設定(single/double)、範囲指定、品質調整、リサイズに対応。タイトル取得に失敗した場合は表紙キャプチャをAIで視認して命名する。
    567 repo stars
  71. ▌
    Kinfer Runtime · majiayu000 bundle
    K-Scale kinfer model inference engine for deploying trained RL policies to real robots via ONNX Runtime in Rust
    567 repo stars
  72. ▌
    Kiss Principle · majiayu000 bundle
    Keep It Simple, Stupid - evita complejidad innecesaria. Use cuando diseñe interfaces, arquitectura, o tome decisiones que afecten la simplicidad del sistema.
    567 repo stars
  73. ▌
    Kitty Terminal · majiayu000 bundle
    Configure and control kitty terminal emulator using kitten commands, kitty.conf settings, remote control, and session automation. Use when working with kitty terminal, kittens, kitty.conf, terminal automation, or debugging kitty sessions.
    567 repo stars
  74. ▌
    Knack Realtime · majiayu000 bundle
    Simulates live updates between Knack backend and Vercel dashboards. Enables near-real-time synchronization of HTI operational data without constant...
    567 repo stars
  75. ▌
    Knowledge Base Implementation · majiayu000 bundle
    Building self-service support systems by organizing articles, documentation, and FAQs with search functionality, categorization, and analytics to help users find answers without contacting support.
    567 repo stars
  76. ▌
    Knowledge Sync · majiayu000 bundle
    Use after completing a refactor, implementing a major feature, or when skills may be outdated. Analyzes code changes, identifies affected skills, and proposes updates to keep team knowledge current. Also use when you notice a skill contains outdated patterns. Ask clarifying questions if changes are confusing.
    567 repo stars
  77. ▌
    Kotlin Android · majiayu000 bundle
    Modern Android development - Jetpack, Compose, Architecture Components
    567 repo stars
  78. ▌
    Kotlin Jetpack Compose Development · majiayu000 bundle
    Expert skill for native Android development with Kotlin and Jetpack Compose
    567 repo stars
  79. ▌
    Kotlin Testing · majiayu000 bundle
    Kotlin testing with JUnit 5, MockK, Spring test slices, and Testcontainers. Provides mocking patterns, test slice selection, and TDD workflow for Spring Boot + Kotlin. Use when writing tests for Kotlin/Spring code, setting up test infrastructure, or debugging test failures.
    567 repo stars
  80. ▌
    Kpi Calculator · majiayu000 bundle
    基于每周六截止的年度累计CSV数据,精确计算车险业务16个核心KPI指标。接受原始CSV数据,执行聚合和计算,输出完整的KPI结果。当用户提到"计算KPI"、"KPI计算"、"赔付率"、"边际贡献"、"指标"时使用。
    567 repo stars
  81. ▌
    Kubernetes Ops · majiayu000 bundle
    Deep integration with Kubernetes clusters for deployments, debugging, and operations. Execute kubectl commands, analyze pod logs/events/resources, generate and validate manifests, and debug cluster issues.
    567 repo stars
  82. ▌
    Land The Plane · majiayu000 bundle
    This skill should be used when the user says "let's land the plane", "land the plane", "end the session cleanly", "wrap up the session", or asks to prepare for a clean handoff between coding sessions. Provides a systematic protocol for ensuring all work is committed, tested, tracked, and ready for the next session.
    567 repo stars
  83. ▌
    Gcs Landbrugsareal Data · majiayu000 bundle
    Activates when querying agricultural land and field data from GCS. Use this skill for: field boundaries, crop data, land use, organic farming, production estimates, cadastral data, agricultural blocks, building data. Keywords: landbrugsareal, field, mark, marker, crop, afgrøde, organic, økologisk, production, areal, cadastral, matrikel
    567 repo stars
  84. ▌
    Langgraph Docs · majiayu000 bundle
    Use this skill for requests related to LangGraph in order to fetch relevant documentation to provide accurate, up-to-date guidance.
    567 repo stars
  85. ▌
    Langgraph Hitl · majiayu000 bundle
    Human-in-the-loop integration for LangGraph workflows with approval and intervention points
    567 repo stars
  86. ▌
    Language Check · majiayu000 bundle
    Analyze code and documentation for non-inclusive language, understanding context and intent before flagging issues. Use when reviewing code for biased terms, gendered language, or problematic terminology.
    567 repo stars
  87. ▌
    Language Shell · majiayu000 bundle
    Shell scripting standards and safety practices. Use when language shell guidance is required or when selecting Shell as a thin wrapper or OS-near glue layer.
    567 repo stars
  88. ▌
    Language Tutor · majiayu000 bundle
    Teach languages with lessons, practice exercises, and conversation practice
    567 repo stars
  89. ▌
    Laravel Expert · majiayu000 bundle
    Especialista em desenvolvimento Laravel para criação de Models, Controllers, Migrations, Seeders, Form Requests, Resources, Policies, Jobs, Events, Listeners, Notifications e Service Providers seguindo convenções oficiais. Usar quando precisar criar componentes Laravel, implementar funcionalidades seguindo best practices, configurar relacionamentos Eloquent, criar APIs RESTful, implementar queues e eventos, ou resolver dúvidas sobre arquitetura Laravel.
    567 repo stars
  90. ▌
    Laravel Models · majiayu000 bundle
    Eloquent model patterns and database layer. Use when working with models, database entities, Eloquent ORM, or when user mentions models, eloquent, relationships, casts, observers, database entities.
    567 repo stars
  91. ▌
    Laravel Queues · majiayu000 bundle
    Implement background jobs with queues, workers, batches, chains, middleware, and failure handling. Use when processing async tasks or handling long-running operations.
    567 repo stars
  92. ▌
    Laravel Tester · majiayu000 bundle
    Generates modern maintainable Laravel applications unit and feature (integration) tests with a focus on performance by default and for best testing style practices.
    567 repo stars
  93. ▌
    Large File Toc · majiayu000 bundle
    为大文件生成目录概要。当入库的 Markdown 文件超过阈值(默认30KB)时,提取标题结构创建导航文件。触发条件:Markdown 文件大小 >= 30KB。
    567 repo stars
  94. ▌
    Latex Handouts · majiayu000 bundle
    This skill should be used when the user asks to "create LaTeX handout", "compile handout", "generate presentation handout", "create PDF document from slides", or needs guidance on LaTeX document structure, formatting, embedding images, or creating comprehensive presentation materials.
    567 repo stars
  95. ▌
    Lattice Search · majiayu000 bundle
    Search and navigate The Fold's skill lattice using meta-tooling. Use for finding functions, exploring dependencies, type-aware queries, and cross-reference analysis. Invoke when searching for capabilities, exploring the codebase structure, or finding how functions relate.
    567 repo stars
  96. ▌
    Launch A Swarm · majiayu000 bundle
    Spawn 5 parallel agents applying quality principles across planning, building, and validating code. Use when designing features, making decisions, or checking work. Triggers on "launch a swarm" or when ensuring solid, maintainable, secure software.
    567 repo stars
  97. ▌
    Launch Tiering · majiayu000 bundle
    Use when sizing go-to-market launches by impact, resources, and governance needs.
    567 repo stars
  98. ▌
    Layer Frontend · majiayu000 bundle
    Use when creating or modifying code in frontend/. Covers React components, hooks, API clients, and TypeScript code. All frontend changes require lint, typecheck, and build verification before completion.
    567 repo stars
  99. ▌
    Layer Learning · majiayu000 bundle
    Guides learning through the 4 layers in proper sequence (Logic → Concepts → Important Details → Arbitrary Details). Use when studying complex topics, building understanding, or when user appears to be jumping to details prematurely without foundational understanding.
    567 repo stars
  100. ▌
    Layer Services · majiayu000 bundle
    Use when creating or modifying code in nomarr/services/. Services own runtime wiring, long-lived resources (DB, queues, workers), and call workflows. No complex business logic here.
    567 repo stars