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majiayu000

@majiayu000 source repo

75,112 published skills · page 654 of 752

  1. ▌
    Task Patterns · majiayu000 bundle
    Complete tp CLI reference for Linear integration. Use when working with Linear issues (create, update, comment, labels), managing parent/child relationships, or setting up team configuration. Covers both daily issue management and initial project setup.
    567 repo stars
  2. ▌
    Task Planning · majiayu000 bundle
    Transforms specifications and implementation plans into actionable, dependency-ordered tasks. Creates phased breakdowns that guide systematic implementation.
    567 repo stars
  3. ▌
    Task Progress · majiayu000 bundle
    개발자 업무 진행도 추적 및 자동화 (Supabase DB 기반). Use when (1) 할당된 이슈 진행 상황, (2) 현재 진행 상태 확인, (3) 워크플로우 단계 자동화.
    567 repo stars
  4. ▌
    Task Workflow · majiayu000 bundle
    > Note: This skill has been adapted from claude-skillz
    567 repo stars
  5. ▌
    Taskstoissues · majiayu000 bundle
    Convert user stories to GitHub issues. Use when ready to create issues. Triggers on: create github issues, export to github, generate issues.
    567 repo stars
  6. ▌
    Tauri Command · majiayu000 bundle
    Tauri コマンドの実装を支援します。フロントエンドとバックエンド間の通信、invoke 関数の実装、camelCase から snake_case への自動変換、戻り値の統一パターンなど、Tauri 固有の実装パターンに使用します。
    567 repo stars
  7. ▌
    Td Sessionize · majiayu000 bundle
    Session analysis and user journey tracking
    567 repo stars
  8. ▌
    Tdd Execution · majiayu000 bundle
    This skill should be used when executing plan tasks autonomously, implementing features using TDD, running the red-green-refactor cycle, handling code review loops, or dealing with blocked tasks. Provides the autonomous TDD execution workflow.
    567 repo stars
  9. ▌
    Tdd Practices · majiayu000 bundle
    Applies TDD workflow to development. Use when implementing features, fixing bugs, or refactoring with test-first approach. Detects AI anti-patterns.
    567 repo stars
  10. ▌
    Tdd Red Green · majiayu000 bundle
    Enforce true RED/GREEN TDD workflow with fail-first testing methodology
    567 repo stars
  11. ▌
    Tdd Red Phase · majiayu000 bundle
    Guide experienced developers through RED phase of TDD cycle - writing failing tests and verifying expected failures
    567 repo stars
  12. ▌
    Tdd Reference · majiayu000 bundle
    On-demand TDD guideline access without loading full documentation into context. Provides targeted guidance for RED-GREEN-REFACTOR phases, refactoring decisions, and test quality patterns.
    567 repo stars
  13. ▌
    Teach Charter · majiayu000 bundle
    Set up the inclusion plugin for your project. Detects your stack, captures scope decisions, and creates a config that evolves with your project. Run once to get started, revisit to update decisions.
    567 repo stars
  14. ▌
    Teaching Prep · majiayu000 bundle
    Prepares complete teaching package for a class session including all materials, checklists, and resources. Use when the user is preparing to teach a specific class and needs all materials organized and ready. Creates comprehensive teaching support package.
    567 repo stars
  15. ▌
    Team Dynamics · majiayu000 bundle
    Master team dynamics, leadership principles, delegation, 1-on-1s, mentoring, and people management for engineering managers
    567 repo stars
  16. ▌
    Team Workflow · majiayu000 bundle
    Deterministic team development workflow for Claude Code. Enforces a mandatory sequence of phases (Setup → Brainstorm → Plan → Execute → Quality Check → Ship) with Linear integration, TDD requirements,
    567 repo stars
  17. ▌
    Tech Reviewer · majiayu000 bundle
    技术卡片审核。验证问题卡片/知识卡片的准确性,查找资料核实,指出错误并提供改进建议。当用户说「review」「审核」「检查」技术文档时使用。适用于 tech/ 目录。
    567 repo stars
  18. ▌
    Technical SEO · majiayu000 bundle
    Use when diagnosing crawl/index issues, performance regressions, or structured data gaps.
    567 repo stars
  19. ▌
    Terminal Docs · majiayu000 bundle
    Reference terminal documentation for TTY/PTY, streams, signals, and cross-platform patterns
    567 repo stars
  20. ▌
    Terminus Apps · majiayu000 bundle
    Build terminal user interface (TUI) applications using the Terminus library for Lean 4. Use when creating games, interactive tools, or apps with keyboard/mouse input.
    567 repo stars
  21. ▌
    Terraform AWS · majiayu000 bundle
    This skill should be used when the user asks to "create terraform configuration", "deploy static site", "set up cloudfront", "configure route53", "create lambda function", "ssl certificate", or mentions S3 website hosting, CDN, serverless, JAMstack, or static site infrastructure.
    567 repo stars
  22. ▌
    Terraform Iac · majiayu000 bundle
    Specialized skill for Terraform and Infrastructure as Code operations. Execute terraform commands, validate HCL, analyze state and drift, generate modules, and support multi-cloud providers (AWS, GCP, Azure).
    567 repo stars
  23. ▌
    Test Analysis · majiayu000 bundle
    Analyze creative test results using heatmaps and data visualization to identify statistical winners and recommend next steps (scale, iterate, or kill). Use when reviewing test performance, making optimization decisions, or planning next test phases.
    567 repo stars
  24. ▌
    Test Bindings · majiayu000 bundle
    Interactively test mouse button bindings in Slicer
    567 repo stars
  25. ▌
    Test Coverage · majiayu000 bundle
    Analyze test coverage and suggest tests for uncovered code
    567 repo stars
  26. ▌
    Test Framework Detector · majiayu000 bundle
    Automatically detect test frameworks (Jest, pytest, RSpec, xUnit) in projects by analyzing configuration files and dependencies
    567 repo stars
  27. ▌
    Test Executor · majiayu000 bundle
    Execute test suites with proper configuration, parallel execution, and detailed reporting. Use when running unit tests, integration tests, or full test suites.
    567 repo stars
  28. ▌
    Test Feedback · majiayu000 bundle
    File structured GitHub issues for testing feedback on prototype releases. Use when testing a new prototype build and need to report bugs, usability issues, or feature requests. Guides through creating well-structured issue reports.
    567 repo stars
  29. ▌
    Test Fixtures · majiayu000 bundle
    Test fixture organization, sanitization, and realistic response patterns
    567 repo stars
  30. ▌
    Test Guardian · majiayu000 bundle
    Specialized in testing and quality assurance for Gravito. Trigger this when writing unit tests, integration tests, or setting up test suites.
    567 repo stars
  31. ▌
    Test Mutation · majiayu000 bundle
    Mutation testing to verify test quality with Stryker, mutmut, or go-mutesting
    567 repo stars
  32. ▌
    Test Patterns · majiayu000 bundle
    Effective patterns for writing maintainable, reliable tests
    567 repo stars
  33. ▌
    Test Pipeline · majiayu000 bundle
    Run pytest test suite for the video processing pipeline with coverage analysis. Use when the user wants to run tests, check test coverage, validate code quality, or verify pipeline functionality.
    567 repo stars
  34. ▌
    Test Planning · majiayu000 bundle
    Master test planning with test strategies, test plans, scope definition, and comprehensive testing approaches.
    567 repo stars
  35. ▌
    Test Workflow · majiayu000 bundle
    Run BitBot's iterative test workflow (implement → test → fix → commit → push). Use PROACTIVELY during development to ensure quality before committing.
    567 repo stars
  36. ▌
    Testing Agent · majiayu000 bundle
    Run goal-based evaluation tests for agents. Use when you need to verify an agent meets its goals, debug failing tests, or iterate on agent improvements based on test results.
    567 repo stars
  37. ▌
    Testing Guide · majiayu000 bundle
    Testing pyramid and test writing standards for UT/IT/ST/E2E. Supports ISTQB and Industry Pyramid frameworks. Use when: writing tests, discussing test coverage, test strategy, or test naming. Keywords: test, unit, integration, e2e, coverage, mock, ISTQB, SIT, 測試, 單元, 整合, 端對端.
    567 repo stars
  38. ▌
    Testing Hooks · majiayu000 bundle
    Teaches testing custom hooks in React 19 using renderHook from React Testing Library. Use when testing custom hooks or hook behavior.
    567 repo stars
  39. ▌
    Text Enhancer · majiayu000 bundle
    Enhance professional and technical text with grammar correction, clarity improvements, and factual verification. Triggers on "enhance" or "polish" commands. Integrates with AWS Documentation and Obsidian to verify technical accuracy and find relevant context. Preserves author's authentic style while improving readability and impact.
    567 repo stars
  40. ▌
    Text Optimize · majiayu000 bundle
    This skill should be used when the user asks to optimize, polish, or improve text content. It provides text optimization capabilities including polishing, humanization (removing AI tone), content expansion, and content condensation. Automatically removes AI patterns after processing.
    567 repo stars
  41. ▌
    The Committer · majiayu000 bundle
    Creates well-structured git commits with conventional commit messages and proper attribution.
    567 repo stars
  42. ▌
    The Optimizer · majiayu000 bundle
    Identifies and fixes performance bottlenecks in the application.
    567 repo stars
  43. ▌
    Thinking Ooda · majiayu000 bundle
    Rapid decision-making loop for dynamic situations. Use for incident response, competitive scenarios, time-sensitive decisions, and situations requiring quick adaptation.
    567 repo stars
  44. ▌
    Thinking Triz · majiayu000 bundle
    Apply TRIZ (Theory of Inventive Problem Solving) methodology to resolve technical contradictions and find innovative solutions. Use for engineering design, breaking through impossible constraints, and systematic innovation.
    567 repo stars
  45. ▌
    Post Dev Test · majiayu000 bundle
    Post-development test completion. Analyzes developed features from context, checks integration/e2e test coverage, writes missing tests. Use after feature-dev, before /precommit.
    567 repo stars
  46. ▌
    Postfx Router · majiayu000 bundle
    Router for Three.js post-processing effects domain. Use when implementing visual effects like bloom, glow, chromatic aberration, vignette, depth of field, color grading, or any screen-space effects. Routes to 3 specialized skills for bloom, effects, and composer setup.
    567 repo stars
  47. ▌
    Postgis Skill · majiayu000 bundle
    PostGIS-focused SQL tips, tricks and gotchas. Use when in need of dealing with geospatial data in Postgres.
    567 repo stars
  48. ▌
    PPTX Analyzer · majiayu000 bundle
    PowerPointファイル(.pptx)の構造を解析し、スライド・図形・プレースホルダー・テキスト情報をJSON/テキスト形式で出力するツール。テンプレート分析、スライド自動生成の前処理、PPTX構造の理解が必要な場合に使用。「PPTXを解析」「テンプレート構造を確認」「スライドの要素を調べて」等のリクエストで発動。
    567 repo stars
  49. ▌
    PPTX Creating · majiayu000 bundle
    PPTX 演示文稿创建、编辑与分析。支持:(1) 从零创建演示文稿 (2) 编辑现有内容 (3) 使用模板创建 (4) 添加评论或演讲者备注。Presentation creation, editing, and analysis using html2pptx and OOXML.
    567 repo stars
  50. ▌
    Pql Framework · majiayu000 bundle
    Methodology for defining product-qualified lead (PQL) signals, scoring, and routing.
    567 repo stars
  51. ▌
    Pr Formatting · majiayu000 bundle
    Create and update pull request descriptions with comprehensive, well-structured content. Use when the user asks to create a PR, mentions "pull request" or "PR", wants to merge a branch, or needs to update an existing PR description. Invokes /git-actions:pr-write (create draft PR) or /git-actions:pr-edit (update PR) commands which analyze commits, generate structured descriptions with testing/deployment notes, and handle approval workflow.
    567 repo stars
  52. ▌
    Pr Onboarding · majiayu000 bundle
    PR作成時に生成AIがPR本文にオンボーディングを記述するスキル。変更の契約を、レビューア・将来の自分・障害対応者に渡す。理解の再現性・反証可能性・運用可能性を同時に成立させる。 トリガー条件: - PRを作成する時(「PRを作成して」「プルリクを書いて」) - PR本文を充実させたい時(「PR説明を書いて」「PRオンボーディングして」) - 変更の影響を整理したい時(「この変更の影響範囲を整理して」) - レビューの準備をする時(「レビュー用に変更をまとめて」)
    567 repo stars
  53. ▌
    Pr Operations · majiayu000 bundle
    Use when working with PR review comments, resolving threads, or replying to discussion comments. Essential for understanding the correct erk exec commands for PR thread operations.
    567 repo stars
  54. ▌
    Pr Review Fix · majiayu000 bundle
    Start a PR review inline comments fixing session. Use when users want to address, fix, or resolve inline review comments on a GitHub PR. Fetches unresolved comments and helps fix each one systematically.
    567 repo stars
  55. ▌
    Pr Submission · majiayu000 bundle
    Automatically submit pull requests with full autonomous workflow. Use when the user mentions creating a PR, submitting a PR, merging changes, opening a pull request, or wants to get their changes reviewed. Also use when code changes are complete and ready for review.
    567 repo stars
  56. ▌
    Prd Authoring · majiayu000 bundle
    Use this skill for early-stage project planning through Product Requirements Documents (PRDs). Guides users from initial project ideas through product briefs, market research, PRD creation, validation, and epic decomposition. Triggers include "create PRD", "product brief", "validate requirements", or beginning project inception activities.
    567 repo stars
  57. ▌
    Prd Converter · majiayu000 bundle
    Converts PRDs to prd.json format for Aha Loop autonomous execution. Use when converting existing PRDs to JSON format. Triggers on: convert prd, create prd.json, aha-loop format.
    567 repo stars
  58. ▌
    Prd Generator · majiayu000 bundle
    Generate comprehensive Product Requirements Documents from structured inputs. Apply company templates, create technical specifications, define success metrics, build launch checklists, and version PRD changes over time.
    567 repo stars
  59. ▌
    Prd Structure · majiayu000 bundle
    When creating or reviewing Product Requirements Documents. Used by PM-AGENT.
    567 repo stars
  60. ▌
    Prd Templates · majiayu000 bundle
    Master PRD templates including problem statements, success metrics, requirements, user stories, and technical considerations. Use when writing PRDs, documenting features, defining requirements, communicating product decisions, or creating feature specifications. Covers PRD structure, writing best practices, and templates from Amazon, Google, and high-performing PM teams.
    567 repo stars
  61. ▌
    Presentations · majiayu000 bundle
    Use when creating Keynote, PowerPoint, Google Slides animations, or any presentation motion design work.
    567 repo stars
  62. ▌
    Preview Phase · majiayu000 bundle
    Standard Operating Procedure for /preview phase. Covers manual UI/UX testing on local dev server before shipping.
    567 repo stars
  63. ▌
    Pricing Model · majiayu000 bundle
    This skill supports three modes: Create, Update, and Find.
    567 repo stars
  64. ▌
    Pricing Tiers · majiayu000 bundle
    ReleaseWatch subscription tiers, pricing strategy, and Pro feature definitions. Use when discussing pricing plans, comparing tiers, implementing tier-gated features, or setting up Polar integration.
    567 repo stars
  65. ▌
    Prime Numbers · majiayu000 bundle
    Problem-solving strategies for prime numbers in graph number theory
    567 repo stars
  66. ▌
    Prime Session · majiayu000 bundle
    Orient to current project by reading CLAUDE.md and architecture docs. Auto-invokes when Claude detects a new or unfamiliar repository. Can also be triggered by "orient me", "what is this project", or "prime session".
    567 repo stars
  67. ▌
    Principle Dry · majiayu000 bundle
    识别并消除知识重复,确保系统中每条知识有唯一权威表示。当需要重构代码、整理文档、优化配置、建立单一数据源时使用。覆盖代码重复、数据冗余、文档重复三大维度,提供具体消除策略和权衡建议。
    567 repo stars
  68. ▌
    Principle Soc · majiayu000 bundle
    实现关注点分离,确保不同职责模块化和边界清晰。当需要架构分层设计、模块职责划分、横切关注点处理时使用。覆盖层次分离、功能分离、横切关注点三大维度,提供分离检查清单和耦合问题的诊断修复方法。
    567 repo stars
  69. ▌
    Prisma Domain Mapper Generator · majiayu000 bundle
    Génère des mappers bidirectionnels entre Domain Entities et Prisma Models pour l'isolation de la couche persistence. À utiliser lors de la création de mappers, repositories, ou quand l'utilisateur mentionne "mapper", "Prisma", "persistence", "toPrisma", "toDomain", "repository implementation".
    567 repo stars
  70. ▌
    Probitas Info · majiayu000 bundle
    Information about Probitas framework. Use when asked "what is Probitas", explaining its purpose, features, or comparing with other test frameworks.
    567 repo stars
  71. ▌
    Process Inbox · majiayu000 bundle
    Process notes in inbox folder. Use when user wants to organize inbox, triage notes, or clean up captured items. Triggers on "process inbox", "organize notes", "inbox zero", "triage".
    567 repo stars
  72. ▌
    Product Owner · majiayu000 bundle
    Max - Senior Product Owner with 10+ years agile experience. Use when defining product vision, creating/prioritizing backlog, writing user stories with acceptance criteria, making scope decisions, validating features against business goals, or planning releases and sprints. Also responds to 'Max' or /max command.
    567 repo stars
  73. ▌
    Product Roast · majiayu000 bundle
    Comprehensive product audit skill combining brutal UX/code roasting with behavioral psychology-informed vision crafting. Use when analyzing apps to find bugs, missed opportunities, and transformative improvements. Generates roast reports, vision documents, prioritized roadmaps, GitHub issues, and implementation specs. Works as a guided workshop with interactive questioning.
    567 repo stars
  74. ▌
    Product Story · majiayu000 bundle
    Generates user stories, spikes, and bugs from a PRD or questions. Plans the stories, refines them one by one with the user, and creates them directly in Linear. Use when you need to break down requirements into stories, create backlog items, or when the user mentions "user story", "spike", "bug", "story", "backlog".
    567 repo stars
  75. ▌
    Product Video · majiayu000 bundle
    Create animated product videos with reveals and animations. Use when creating product demos, promotional videos, or dynamic visual content.
    567 repo stars
  76. ▌
    Progress Sync · majiayu000 bundle
    Comprehensive progress synchronization expert for multi-system sync (tasks.md → living docs → GitHub/JIRA/ADO). Use when syncing progress across systems, creating missing external issues, or understanding /sw:sync-progress command. AUTO-CREATES missing issues when external links are absent.
    567 repo stars
  77. ▌
    Project Board · majiayu000 bundle
    GitHub Project 보드 이슈 연동 및 상태 관리. Use when (1) 이슈 생성 후 프로젝트 보드 연동, (2) 태스크 완료 후 상태 변경.
    567 repo stars
  78. ▌
    Project Brief · majiayu000 bundle
    Turn ideas/brain dumps into a structured project brief (problem, goals, scope, milestones, success criteria). Use when starting a project.
    567 repo stars
  79. ▌
    Project Guide · majiayu000 bundle
    claude-plugin 프로젝트 개발 가이드라인, 레퍼런스 패턴, 프로젝트 구조 조회. Use when Claude needs to (1) Look up development principles (P1-P4, DRY, KISS, YAGNI, SOLID), (2) Find reference patterns for Hooks/Agents/Commands creation, (3) Understand project structure and file locations, (4) Learn how to create Skills/Hooks/Agents/Commands, or (5) Delegate to claude-code-guide for official Claude Code documentation
    567 repo stars
  80. ▌
    Project Hooks · majiayu000 bundle
    Create and manage project-specific Claude Code hooks
    567 repo stars
  81. ▌
    Project Index · majiayu000 bundle
    description: Generate and maintain a project structure index for fast AI navigation. Creates docs/structure.md with an AI-friendly map + tree. Use when starting a new project, after major changes, or when docs/structure.md is stale.
    567 repo stars
  82. ▌
    Project Setup · majiayu000 bundle
    プロジェクトのClaude Code設定をセットアップ。構成を検出し.claude/settings.local.jsonとhooksを生成。トリガー: /project-setup, プロジェクト設定, formatter設定, project configuration, setup formatter
    567 repo stars
  83. ▌
    Project Types · majiayu000 bundle
    Project type definitions with type-specific questions, patterns, and stacks. Use when: determining project architecture, asking type-specific questions. Referenced by: idea-validation, brainstorming, /ship command.
    567 repo stars
  84. ▌
    Prompt Design · majiayu000 bundle
    Core prompt design patterns and templates for effective LLM communication
    567 repo stars
  85. ▌
    Prompt Lookup · majiayu000 bundle
    Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.
    567 repo stars
  86. ▌
    Prompt Master · majiayu000 bundle
    提示词主控 - 智能选择合适的领域skill并生成提示词,支持自动领域分类和调度
    567 repo stars
  87. ▌
    Prompt Review · majiayu000 bundle
    .github/prompts/*.prompt.md をレビューして改善提案を出す。frontmatterの妥当性、入力変数(${input:...})の設計、出力フォーマット固定、instructions/skillsへの参照(重複排除)、tools最小化、例の有無、命名規則、壊れやすい指示の検出を行い、レポートをdocs/prompt-review-report.mdに出力する。
    567 repo stars
  88. ▌
    Prompt Writer · majiayu000 bundle
    Expert prompt engineering for LLMs and AI agents. Use when users request help writing, reviewing, or improving prompts for chatbots, AI agents, system prompts, instruction sets, or any LLM-based application. Applies research-backed techniques to minimize hallucinations and maximize reliability.
    567 repo stars
  89. ▌
    Proof Of Work · majiayu000 bundle
    Enforces "prove before claim" discipline - validation, testing, and evidence requirements before declaring work complete. Triggers: validation, definition-of-done, proof, acceptance-criteria, testing, completion, finished, done, working, should work, configured, ready to use, implemented, fixed, improvement validated, workflow optimized, performance improved, issue resolved. Use when claiming work is complete, recommending solutions, or finishing implementations. Do not use when asking questions or for work clearly in-progress. MANDATORY: This skill is required before any completion claim.
    567 repo stars
  90. ▌
    Prp Framework · majiayu000 bundle
    PRP (Product Requirement Prompt) methodology for one-pass implementation success. Provides context-rich development workflow with PRD creation, planning, implementation, and validation. Use when implementing features, fixing bugs, or creating comprehensive development plans. Triggers: prp, product requirement prompt, implementation plan, feature planning.
    567 repo stars
  91. ▌
    Prp Generator · majiayu000 bundle
    Auto-activates when generating Product Requirements Prompt (PRP) documents from synthesized design outputs, providing structured templates and comprehensive implementation guidance.
    567 repo stars
  92. ▌
    Pseudobulkdeg · majiayu000 bundle
    Performs pseudo-bulk differential gene expression analysis using DESeq2 or edgeR. Aggregates single-cell counts to sample-level pseudo-bulk data, then identifies differentially expressed genes between conditions while accounting for biological replicates. Supports complex experimental designs including batch effects, paired samples, and interaction terms.
    567 repo stars
  93. ▌
    Publish Issue · majiayu000 bundle
    Publish a plan as a GitHub Issue and create a branch to start implementation
    567 repo stars
  94. ▌
    Publish Skill · majiayu000 bundle
    USE WHEN: user wants to publish, port, or share a skill to a marketplace repo. DO NOT USE WHEN: creating new skills, installing skills, or general questions.
    567 repo stars
  95. ▌
    Pull Requests · majiayu000 bundle
    Use this skill for pull request workflows - creating PRs (branch, commit, push, open), reviewing PRs (code quality, test coverage, issue fixing), or merging PRs (CI checks, merge, cleanup). Handles the complete PR lifecycle via gh CLI. Triggers included, "create PR", "open PR", "review PR", "merge PR".
    567 repo stars
  96. ▌
    Pulumi Basics · majiayu000 bundle
    Use when writing infrastructure-as-code with Pulumi using programming languages for cloud resource provisioning.
    567 repo stars
  97. ▌
    Pulumi Python · majiayu000 bundle
    Pulumi infrastructure as code using Python with Pulumi Cloud and ESC integration. Use when working with Pulumi Python projects, ESC environments, dynamic secrets, OIDC credentials, or infrastructure automation with Python.
    567 repo stars
  98. ▌
    Pursuit Brief · majiayu000 bundle
    Generate 1-page pursuit briefs for qualified RFP opportunities. Use when creating bid/no-bid decision documents or implementing pursuit brief generation features.
    567 repo stars
  99. ▌
    Py Stop Local · majiayu000 bundle
    Stop local Flask server running on port 8080. Kills process cleanly using lsof or PID file. Use when stopping local Python development server.
    567 repo stars
  100. ▌
    Pymc Modeling · majiayu000 bundle
    Bayesian statistical modeling with PyMC v5+. Use when building probabilistic models, specifying priors, running MCMC inference, diagnosing convergence, or comparing models. Covers PyMC, ArviZ, pymc-bart, pymc-extras, nutpie, and JAX/NumPyro backends. Triggers on tasks involving: Bayesian inference, posterior sampling, hierarchical/multilevel models, GLMs, time series, Gaussian processes, BART, mixture models, prior/posterior predictive checks, MCMC diagnostics, LOO-CV, WAIC, model comparison, or causal inference with do/observe.
    567 repo stars