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majiayu000

@majiayu000 source repo

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• 75k skills
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• 567 repo stars
• 2 weeks ago last updated

1. ▌
   Multi LLM 2 · majiayu000 bundle

   Route tasks to optimal LLM provider (Gemini, Codex, Copilot, Claude)
   567 repo stars
2. ▌
   Pdp 2 · majiayu000 bundle

   Product Detail Page architecture, image gallery/carousel, caching, and add-to-cart flow.
   567 repo stars
3. ▌
   API Docs 3 · majiayu000 bundle

   Documentacao da API
   567 repo stars
4. ▌
   Clinical Reports 3 · majiayu000 bundle

   Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools.
   567 repo stars
5. ▌
   Docs Creating By Example Tutorials 3 · majiayu000 bundle

   Comprehensive guide for creating by-example tutorials - code-first learning path with 75-90 heavily annotated examples achieving 95% language coverage. Covers five-part example structure, annotation density standards (1-2.25 comments per code line PER EXAMPLE), self-containment rules, and multiple code blocks for comparisons. Essential for creating by-example tutorials for programming languages on educational platforms
   567 repo stars
6. ▌
   Docs Writer 4 · majiayu000 bundle

   Technical documentation writer for clear, comprehensive docs with incremental generation to prevent crashes. Use when creating API documentation, README files, user guides, or developer onboarding docs. Generates one section at a time (Installation → Usage → API → Configuration).
   567 repo stars
7. ▌
   Normalize 4 · majiayu000 bundle

   Comprehensive text normalization for handling PDF and Unicode encoding issues.
   567 repo stars
8. ▌
   Repo Generating Validation Reports 3 · majiayu000 bundle

   Guidelines for generating validation/audit reports with UUID chains, progressive writing, and UTC+7 timestamps
   567 repo stars
9. ▌
   Writing Docs 2 · majiayu000 bundle

   Guides for writing and editing Remotion documentation. Use when adding docs pages, editing MDX files in packages/docs, or writing documentation content.
   567 repo stars
10. ▌
    Bio Copy Number Gatk Cnv 2 · majiayu000 bundle

    Call copy number variants using GATK best practices workflow. Supports both somatic (tumor-normal) and germline CNV detection from WGS or WES data. Use when following GATK best practices or integrating CNV calling with other GATK variant pipelines.
    567 repo stars
11. ▌
    Sfx Catalog 2 · majiayu000 bundle

    Sound effects management for Horus's filmmaking pipeline. Catalogs audio files with acoustic analysis, provides semantic search via memory integration, tracks usage patterns, and generates missing SFX. Makes sound effects discoverable, reusable, and learnable through the Memory First pattern.
    567 repo stars
12. ▌
    Texture Creation 2 · majiayu000 bundle

    Guide for creating mod textures using vanilla texture reuse and color transformation
    567 repo stars
13. ▌
    Web Games 3 · majiayu000 bundle

    Web browser game development principles. Framework selection, WebGPU, optimization, PWA.
    567 repo stars
14. ▌
    Add Gmail Tool 2 · majiayu000 bundle

    Add Gmail as an MCP tool (read, search, send, label, draft) using OneCLI-managed OAuth. The agent gets Gmail tools in every enabled group; OneCLI injects real tokens at request time so no raw credentials are ever in the container or on disk in usable form.
    567 repo stars
15. ▌
    Create Issues 4 · majiayu000 bundle

    Generate trackable issues from implementation plans
    567 repo stars
16. ▌
    Bio Phylo Tree Io 2 · majiayu000 bundle

    Read, write, and convert phylogenetic tree files using Biopython Bio.Phylo. Use when parsing Newick, Nexus, PhyloXML, or NeXML tree formats, converting between formats, or handling multiple trees.
    567 repo stars
17. ▌
    2d Games 2 · majiayu000 bundle

    2D game development principles. Sprites, tilemaps, physics, camera.
    567 repo stars
18. ▌
    3d Games 2 · majiayu000 bundle

    3D game development principles. Rendering, shaders, physics, cameras.
    567 repo stars
19. ▌
    Game Art 3 · majiayu000 bundle

    Game art principles. Visual style selection, asset pipeline, animation workflow.
    567 repo stars
20. ▌
    Generate Image 6 · majiayu000 bundle

    Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that is not a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics skill instead.
    567 repo stars
21. ▌
    Add Deltachat 2 · majiayu000 bundle

    Add DeltaChat channel integration via @deltachat/stdio-rpc-server. Native adapter — no Chat SDK bridge. Email-based messaging with end-to-end encryption.
    567 repo stars
22. ▌
    Issue Review 3 · majiayu000 bundle

    Review issues for completeness and dependencies
    567 repo stars
23. ▌
    Jira Pm 3 · majiayu000 bundle

    Jira project management and issue tracking integration
    567 repo stars
24. ▌
    Voice Call 5 · majiayu000 bundle

    Start voice calls via the MarketBot voice-call plugin.
    567 repo stars
25. ▌
    Geo Fundamentals 2 · majiayu000 bundle

    Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
    567 repo stars
26. ▌
    SEO Specialist 5 · majiayu000 bundle

    Expert SEO strategist specializing in technical SEO, content optimization, and search engine rankings. Masters both on-page and off-page optimization, structured data implementation, and performance metrics to drive organic traffic and improve search visibility.
    567 repo stars
27. ▌
    Autonomous 3 · majiayu000 bundle

    Execute 1-2+ hour tasks autonomously with minimal supervision. Requires Task Contract (OUTCOME, EXCLUSIONS, DURATION, GUARDRAILS) upfront, then executes with clarification → plan → autonomous work → session report.
    567 repo stars
28. ▌
    Lean Proof Walk 2 · majiayu000 bundle

    GF(3)-balanced random walk through Lean proof states. Use when generating formal proof chains with parallel triad verification. Invokes 3 agents (Generator +1, Coordinator 0, Validator -1) to traverse proof space via prime geodesics.
    567 repo stars
29. ▌
    Planning Business 3 · majiayu000 bundle

    ビジネス戦略と事業計画の策定を支援します。事業モデル設計、KPI定義、財務モデリング、価格戦略を提供します。新規事業企画、既存事業の成長戦略立案が必要な場合に使用してください。
    567 repo stars
30. ▌
    Power Mode 2 · majiayu000 bundle

    Multi-agent orchestration system using Claude Code's native background agents (2.0.64+) for true parallel collaboration. Enables shared context, sync barriers between phases, and coordinator oversight. Use for complex tasks benefiting from parallel execution (epics, large refactors, multi-phase features). Do NOT use for simple tasks or sequential workflows - the coordination overhead isn't justified.
    567 repo stars
31. ▌
    Publish Issue 2 · majiayu000 bundle

    Publish a plan as a GitHub Issue and create a branch to start implementation
    567 repo stars
32. ▌
    Release Procedure 2 · majiayu000 bundle

    Use when user says 'release', 'リリース', 'deploy', 'publish', 'vtag', 'version up', 'バージョンアップ', or discusses merging to main/develop. Guides through version bump and release flow.
    567 repo stars
33. ▌
    Release Skill 2 · majiayu000 bundle

    Bump version, update changelog, commit, tag, push, and build release installer
    567 repo stars
34. ▌
    Rp CLI 3 · majiayu000 bundle

    Repo Prompt CLI - proxy MCP client for AI agents to access Repo Prompt's context engineering tools via bash. Build prompts, search code, manage file selections, chat with AI, and export context without MCP configuration.
    567 repo stars
35. ▌
    Senior Developer 3 · majiayu000 bundle

    Use when implementing production-quality Python code within an assigned scope, including architecture decisions at component level, comprehensive testing, and code review of junior-developer outputs.
    567 repo stars
36. ▌
    Setting Up Devops 2 · majiayu000 bundle

    CI/CDパイプライン構築とデプロイ自動化を支援します。Infrastructure as Code、監視システム設計、デプロイメント戦略を提供します。DevOps基盤構築、運用自動化が必要な場合に使用してください。
    567 repo stars
37. ▌
    Shadcn MCP 2 · majiayu000 bundle

    Install and configure the shadcn MCP server for Codex. Use when a user asks to enable shadcn/ui MCP tools, set up the shadcn MCP server in Codex, or troubleshoot shadcn MCP startup.
    567 repo stars
38. ▌
    Shared Pool Pattern 2 · majiayu000 bundle

    Use when implementing shared connection pool for multiple services in same application - provides complete setup steps for FastAPI/multi-service apps without needing examples
    567 repo stars
39. ▌
    Trend Analyst 3 · majiayu000 bundle

    Expert trend analyst specializing in identifying emerging patterns, forecasting future developments, and strategic foresight. Masters trend detection, impact analysis, and scenario planning with focus on helping organizations anticipate and adapt to change.
    567 repo stars
40. ▌
    Uloop Get Logs 3 · majiayu000 bundle

    Get Unity Console output including errors, warnings, and Debug.Log messages. Use when you need to: (1) Check for compile errors or runtime exceptions after code changes, (2) See what Debug.Log printed during execution, (3) Find NullReferenceException, MissingComponentException, or other error messages, (4) Investigate why something failed in Unity Editor.
    567 repo stars
41. ▌
    Selecting Agents 2 · majiayu000 bundle

    Decision guide for choosing the right specialized agent for each task type
    567 repo stars
42. ▌
    Planner 7 · majiayu000 bundle

    Interactive planning and execution for complex tasks. Use when breaking down multi-step projects (planning) or executing approved plans through delegation (execution). Planning creates milestones with specifications; execution delegates to specialized agents.
    567 repo stars
43. ▌
    Sisyphus Implementation Guide 2 · majiayu000 bundle

    Sisyphus専用の実装フロー、Subtask処理、Phase別責任分担、チェックリスト、完了報告フォーマットを定義
    567 repo stars
44. ▌
    Ca Decompose 2 · majiayu000 bundle

    Greenfield decomposition interview — a layered interview that populates .codearbiter/ and locks it initialized.
    567 repo stars
45. ▌
    Ca New Skill 2 · majiayu000 bundle

    Author a new codeArbiter skill: prove the gap is real, get the spec approved, then write it.
    567 repo stars
46. ▌
    Ulw Plan 2 · majiayu000 bundle

    MUST USE for planning before coding: 5+ steps, ambiguous scope, multiple modules, architecture decisions, a vague 'just make it good / figure out what to build' brief, or any request to plan, interview, or break work down. Explore-first planning consultant (Prometheus) that grounds in the codebase, asks only the forks exploration cannot resolve - or researches them to best practice when the intent is fuzzy - waits for explicit approval, then writes ONE decision-complete work plan a worker executes with zero further interview. Triggers: ulw-plan, plan this, make a plan, plan before coding, interview me, break this down, start planning, plan mode, just make it good, figure out what to build.
    567 repo stars
47. ▌
    Ln 651 Query Efficiency Auditor 4 · majiayu000 bundle

    Checks redundant fetches, N+1 loops, over-fetching, missing bulk operations, wrong caching scope. Use when auditing query efficiency.
    567 repo stars
48. ▌
    Perf Regression 2 · majiayu000 bundle

    Performance regression testing workflow for hot path changes
    567 repo stars
49. ▌
    Learning Path Guidance 2 · majiayu000 bundle

    Customer asks for guidance on which courses to take in what order.
    567 repo stars
50. ▌
    Bazinga DB Workflow 2 · majiayu000 bundle

    Task groups and development planning. Use when managing task groups, development plans, or success criteria.
    567 repo stars
51. ▌
    Task Starter 2 · majiayu000 bundle

    Web開発プロジェクト・タスクの開始時に必要なドキュメント群を作成するスキル。 以下の状況で使用: (1) ユーザーが「新しいプロジェクトを始めたい」「タスクを開始したい」「プロジェクトをセットアップして」と依頼した時 (2) ユーザーが明示的に「/task-starter」を実行した時 (3) 新機能開発、リファクタリング、バグ修正などのタスクで計画・ドキュメント整備が必要な時 (4) 「ドキュメント構造を作って」「プロジェクトの骨組みを用意して」と依頼された時 (5) 「タスク管理用のフォルダを作成して」「開発の準備をして」と依頼された時 (6) 「TODOリストを整理したい」「作業計画を立てたい」と相談された時 (7) 「仕様書のテンプレートが欲しい」「タスク分割を手伝って」と依頼された時
    567 repo stars
52. ▌
    Terra Sdk 2 · majiayu000 bundle

    Terra SDK integration for Python, JavaScript, iOS, Android, React Native, and Flutter. Use when implementing Terra in applications, choosing SDKs, or integrating mobile health sources.
    567 repo stars
53. ▌
    Final Approach 2 · majiayu000 bundle

    Final Approach - the landing sequence. Runs Go Poll with review agents (mission-control, telemetry use Haiku; flight-director uses Sonnet). Supports A+ skip rule for efficient re-reviews.
    567 repo stars
54. ▌
    Ca Adr Status 2 · majiayu000 bundle

    Report the health of Architecture Decision Records — aged, unchallenged, supersession candidates, unresolved CONFIRM-NN. Read-only.
    567 repo stars
55. ▌
    Context Check 3 · majiayu000 bundle

    Optional manual drift audit — report stale provenance-tracked docs (via _provenancelib drift detection across .codearbiter/.provenance/), then per stale doc offer re-scout / re-baseline / defer. Not the daily loop; commit-gate auto-heal owns routine maintenance.
    567 repo stars
56. ▌
    Init Deep 2 · majiayu000 bundle

    (builtin) Initialize hierarchical AGENTS.md knowledge base
    567 repo stars
57. ▌
    Emumanager 2 · majiayu000 bundle

    Manages Android SDK, emulators, and AVDs. Use when bootstrapping Android SDK, creating/starting/stopping AVDs, downloading system images, or troubleshooting emulator issues. Supports mobile, Wear OS, TV, and Automotive devices. Covers sdkmanager, avdmanager, emulator CLI. Triggers: android emulator, android virtual device, avd, system image, wear os emulator, tv emulator, automotive emulator, bootstrap android sdk.
    567 repo stars
58. ▌
    Create Spec 4 · majiayu000 bundle

    Create a new specification through an adaptive interview process with proactive recommendations and optional research. Use when user says "create spec", "new spec", "generate spec", or wants to start a specification document.
    567 repo stars
59. ▌
    Prd 24 · majiayu000 bundle

    Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.
    567 repo stars
60. ▌
    Kanban Md 2 · majiayu000 bundle

    Manage project tasks using kanban-md, a file-based kanban board CLI. Use when the user mentions tasks, kanban, board, backlog, sprint, project management, work items, priorities, blockers, or wants to track, create, list, move, edit, or delete tasks. Also use for standup, status update, sprint planning, triage, or project metrics.
    567 repo stars
61. ▌
    Things Mac 5 · majiayu000 bundle

    Manage Things 3 via the `things` CLI on macOS (add/update projects+todos via URL scheme; read/search/list from the local Things database). Use when a user asks MarketBot to add a task to Things, list inbox/today/upcoming, search tasks, or inspect projects/areas/tags.
    567 repo stars
62. ▌
    Design Guards 2 · majiayu000 bundle

    Investigate a bug pattern audit report and design architectural guards (tests, contracts, structural changes) that provide immunity to each identified pattern. Use when user says "design guards", "design defenses", or wants architectural solutions for bug patterns.
    567 repo stars
63. ▌
    Fact Checking 3 · majiayu000 bundle

    Use when reviewing code changes, auditing documentation accuracy, validating technical claims before merge, or user says "verify claims", "factcheck", "audit documentation", "validate comments", "are these claims accurate".
    567 repo stars
64. ▌
    Pattern Critic 2 · majiayu000 bundle

    Critic agent that reviews pattern code for violations of documented rules, gotchas, and anti-patterns. Produces categorized checklist output with [PASS]/[FAIL] for each rule.
    567 repo stars
65. ▌
    Shared 10 · majiayu000 bundle

    Shared utilities and constants for scribe plugin skills. This module provides common patterns, word lists, and utilities used across slop-detector, style-learner, and doc-generator.
    567 repo stars
66. ▌
    Skill Fix Logs 2 · majiayu000 bundle

    [Skill Management] Fix the agent skill based on `logs.txt` file.
    567 repo stars
67. ▌
    Your Skill Name 8 · majiayu000 bundle

    Brief description of what this skill does and when to use it. Include trigger terms.
    567 repo stars
68. ▌
    Add UI Tests 2 · majiayu000 bundle

    Add Selenium-based UI tests for NovaTune player and admin Vue SPAs against Aspire backend
    567 repo stars
69. ▌
    Career Helper 2 · majiayu000 bundle

    End-to-end career support for job seekers at all levels. Optimizes LinkedIn profiles, rewrites CVs for ATS systems, provides interview preparation with cited answers, researches companies and roles, identifies hiring managers and networking opportunities. When Claude needs to optimize LinkedIn profiles, rewrite CVs for ATS, prepare for interviews, research companies and roles, identify hiring managers, or support job applications and career transitions.
    567 repo stars
70. ▌
    Data Researcher 3 · majiayu000 bundle

    Expert data researcher specializing in discovering, collecting, and analyzing diverse data sources. Masters data mining, statistical analysis, and pattern recognition with focus on extracting meaningful insights from complex datasets to support evidence-based decisions.
    567 repo stars
71. ▌
    Eval Harness 8 · majiayu000 bundle

    Formal evaluation framework for Antigravity Code sessions implementing eval-driven development (EDD) principles. Enforced by rules/meta-protocol.md.
    567 repo stars
72. ▌
    Route Tester 2 · majiayu000 bundle

    Test authenticated routes in the your project using cookie-based authentication. Use this skill when testing API endpoints, validating route functionality, or debugging authentication issues. Includes patterns for using test-auth-route.js and mock authentication.
    567 repo stars
73. ▌
    Apple Reminders 4 · majiayu000 bundle

    Manage Apple Reminders via the `remindctl` CLI on macOS (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output.
    567 repo stars
74. ▌
    Context Mastery 2 · majiayu000 bundle

    Advanced token optimization and context management strategies.
    567 repo stars
75. ▌
    Cosmic Database 2 · majiayu000 bundle

    Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology. Requires authentication.
    567 repo stars
76. ▌
    Database Integration 3 · majiayu000 bundle

    Database integration patterns for Java services using jOOQ and Flyway. Covers code generation, read/write splitting, migration guidelines, and version compatibility. Use when setting up or maintaining PostgreSQL integration.
    567 repo stars
77. ▌
    Telos 4 · majiayu000 bundle

    Life OS and project analysis. USE WHEN TELOS, life goals, projects, dependencies, books, movies. SkillSearch('telos') for docs.
    567 repo stars
78. ▌
    Video 2 · majiayu000 bundle

    Generates product demo videos, architecture explanations, and release note videos. Use when user mentions video generation, product demos, or visual documentation. Requires Remotion setup.
    567 repo stars
79. ▌
    Coding Shell Scripts 2 · majiayu000 bundle

    Guidelines and patterns for writing bash/shell scripts. Use when creating new shell scripts, bin scripts, or bash utilities. Includes script templates, header comments, error handling, and common patterns.
    567 repo stars
80. ▌
    Moai Domain Uiux 5 · majiayu000 bundle

    - React 19 (Server Components, Concurrent Rendering)
    567 repo stars
81. ▌
    Nette Configuration 2 · majiayu000 bundle

    Provides Nette DI and services configuration guidelines. Use when configuring services.neon, common.neon, autowiring, or service definitions.
    567 repo stars
82. ▌
    Specification 3 · majiayu000 bundle

    Use when writing or updating spec.md files. Defines requirement format, user story structure, and scenario patterns.
    567 repo stars
83. ▌
    Teach Impeccable 2 · majiayu000 bundle

    One-time setup that gathers design context for your project and saves it to your AI config file. Run once to establish persistent design guidelines.
    567 repo stars
84. ▌
    Wallet Brc100 Go 2 · majiayu000 bundle

    Expert guidance for implementing BRC-100 conforming wallets using Go wallet-toolbox. Covers wallet initialization, transaction creation/signing, key management, storage, and certificate operations following the BRC-100 standard in Go.
    567 repo stars
85. ▌
    128 Java Generics 3 · majiayu000 bundle

    Use when you need to review, improve, or refactor Java code for generics quality — including avoiding raw types, applying the PECS (Producer Extends Consumer Super) principle for wildcards, using bounded type parameters, designing effective generic methods, leveraging the diamond operator, understanding type erasure implications, handling generic inheritance correctly, preventing heap pollution with @SafeVarargs, and integrating generics with modern Java features like Records, sealed types, and pattern matching. This should trigger for requests such as Improve the code with Generics; Apply Generics; Refactor the code with Generics. Part of cursor-rules-java project
    567 repo stars
86. ▌
    Aif Commit 2 · majiayu000 bundle

    Create conventional commit messages by analyzing staged changes. Generates semantic commit messages following the Conventional Commits specification. Use when user says "commit", "save changes", or "create commit".
    567 repo stars
87. ▌
    Remotion Best Practices 5 · majiayu000 bundle

    Best practices for Remotion video creation in React. Use when writing, reviewing, or debugging Remotion compositions, animations, sequences, or video rendering pipelines.
    567 repo stars
88. ▌
    Analyze Pde Simulation 2 · majiayu000 bundle

    Run and analyze one or multiple PDE simulations. Use for every simulation.
    567 repo stars
89. ▌
    Shopify 6 · majiayu000 bundle

    Build Shopify applications, extensions, and themes using GraphQL/REST APIs, Shopify CLI, Polaris UI components, and Liquid templating. Capabilities include app development with OAuth authentication, checkout UI extensions for customizing checkout flow, admin UI extensions for dashboard integration, POS extensions for retail, theme development with Liquid, webhook management, billing API integration, product/order/customer management. Use when building Shopify apps, implementing checkout customizations, creating admin interfaces, developing themes, integrating payment processing, managing store data via APIs, or extending Shopify functionality.
    567 repo stars
90. ▌
    Task Expert 2 · majiayu000 bundle

    'Task as Code' management expert. Responsible for maintaining task files in the todos/ directory, ensuring continuous task IDs, clear statuses, and adherence to specifications.
    567 repo stars
91. ▌
    Uloop Compile 3 · majiayu000 bundle

    Compile Unity project via uloop CLI. Use when you need to: (1) Verify C# code compiles successfully after editing scripts, (2) Check for compile errors or warnings, (3) Validate script changes before running tests.
    567 repo stars
92. ▌
    Release 57 · majiayu000 bundle

    Use when the user wants to prepare or ship a release — running the full pre-release gate of security audit, E2E tests, final review, and version bump before deploying to production (security audit → E2E tests → review → version bump → docs). Examples: "prepare a release", "cut a release", "ship version 2.0", "release to production", "we're ready to deploy, get this release-ready".
    567 repo stars
93. ▌
    Agent Ops Install 2 · majiayu000 bundle

    Install AgentOps into a new or existing project. Handles .agent/ setup and .github/ merging.
    567 repo stars
94. ▌
    Deploy Production 2 · majiayu000 bundle

    Plan and verify a production deployment with explicit rollback thinking, safety checks, and post-deploy validation.
    567 repo stars
95. ▌
    Pattern Deploy 2 · majiayu000 bundle

    Deploy patterns and test with CLI
    567 repo stars
96. ▌
    Testflight 3 · majiayu000 bundle

    Build and upload visionOS/iOS/macOS apps to TestFlight via App Store Connect API. Handles archive, export, and upload workflow with rsync bug workaround. Use when deploying to TestFlight or App Store Connect.
    567 repo stars
97. ▌
    Docs Creating Accessible Diagrams 2 · majiayu000 bundle

    WCAG-compliant Mermaid diagrams using verified accessible color palette. Use when creating diagrams, flowcharts, or any color-dependent visualizations requiring accessibility compliance for color blindness.
    567 repo stars
98. ▌
    Writing Openstudio Model Measures 2 · majiayu000 bundle

    Write OpenStudio ModelMeasures (Ruby scripts that modify .osm files) for building energy models. Use when creating measures, writing measure.rb files, or modifying OpenStudio models programmatically. Targets OpenStudio 3.9 with best practices from NREL documentation.
    567 repo stars
99. ▌
    Bio Longread Medaka 2 · majiayu000 bundle

    Polish assemblies and call variants from Oxford Nanopore data using medaka. Uses neural networks trained on specific basecaller versions. Use when improving ONT-only assemblies or calling variants from Nanopore data without short-read polishing.
    567 repo stars
100. ▌
     Refactor 27 · majiayu000 bundle

     The behavior-preserving restructure gate. Routed to by /refactor for a rename, extract, inline, move, dedup, or internal-implementation swap. Six gated phases prove behavioral parity through unmodified pre-existing tests; any diff that classifies as `feat` is not a refactor and is routed to tdd. A modified pre-existing test is rejected as evidence — it is a behavior change in disguise.
     567 repo stars