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majiayu000

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

1. ▌
   Docs Validating Links 3 · majiayu000 bundle

   Link validation standards for markdown links including format requirements, path validation, broken link detection, and external link verification
   567 repo stars
2. ▌
   Mapper Runtime Checks 2 · majiayu000 bundle

   Runtime mapper validation using debug logs to detect missing fields
   567 repo stars
3. ▌
   Sonarqube Integration 2 · majiayu000 bundle

   SonarQube integration via MCP for Java projects. The MCP server runs remotely and requires no local setup. Use natural language to query issues, analyze code, and check quality gates.
   567 repo stars
4. ▌
   Designing Assertions 2 · majiayu000 bundle

   Designs Phylax Credible Layer assertion invariants and trigger mapping. Use when scoping protocols, selecting invariants, or mapping functions to checks.
   567 repo stars
5. ▌
   Rls Policy Validator 2 · majiayu000 bundle

   Expert assistant for validating and creating Row Level Security (RLS) policies in the KR92 Bible Voice Supabase database. Use when creating RLS policies, validating user data protection, checking admin access, or identifying security gaps.
   567 repo stars
6. ▌
   Spring Boot Security 5 · majiayu000 bundle

   Spring Security 7 implementation for Spring Boot 4. Use when configuring authentication, authorization, OAuth2/JWT resource servers, method security, or CORS/CSRF. Covers the mandatory Lambda DSL migration, SecurityFilterChain patterns, @PreAuthorize, and password encoding. For testing secured endpoints, see spring-boot-testing skill.
   567 repo stars
7. ▌
   Commissioning Reports 2 · majiayu000 bundle

   Building commissioning workflows including MBCx procedures, testing protocols, report generation, and energy conservation measure verification following ASHRAE Guideline 0 and NEBB standards
   567 repo stars
8. ▌
   Dagster Orchestration 3 · majiayu000 bundle

   ALWAYS USE when working with Dagster assets, resources, IO managers, schedules, sensors, or dbt integration. CRITICAL for: @asset decorators, @dbt_assets, DbtCliResource, ConfigurableResource, IO managers, partitions. Enforces CATALOG-AS-CONTROL-PLANE architecture - ALL Iceberg writes via catalog (Polaris/Glue). Provides pluggable orchestration patterns abstractable to Airflow/Prefect. Compute abstraction: DuckDB (default), Spark, Snowflake - all via dbt.
   567 repo stars
9. ▌
   Extract Test Failures 2 · majiayu000 bundle

   Extract and summarize test failures from logs. Use to quickly understand what tests failed and why.
   567 repo stars
10. ▌
    Permisos 2 · majiayu000 bundle

    Especialista en Sistema PERMISOS SyV - validación, marcado y coherencia de alertas de información sensible
    567 repo stars
11. ▌
    Project Specification 3 · majiayu000 bundle

    Transform project brief into detailed, testable specifications using spec-driven development methodology
    567 repo stars
12. ▌
    QA 11 · majiayu000 bundle

    Quality assurance workflow for validating features, writing or improving tests, reporting bugs, and checking coverage or acceptance criteria.
    567 repo stars
13. ▌
    Qe Quality Assessment 2 · majiayu000 bundle

    Comprehensive quality gates, metrics analysis, and deployment readiness assessment for continuous quality assurance.
    567 repo stars
14. ▌
    Speckit Implement 3 · majiayu000 bundle

    Speckit Implement
    567 repo stars
15. ▌
    Standards Queries 3 · majiayu000 bundle

    name: Queries Standards
    567 repo stars
16. ▌
    Tasks Code Review 4 · majiayu000 bundle

    Use when reviewing code changes, pull requests, or performing refactoring analysis with focus on patterns, security, and performance.
    567 repo stars
17. ▌
    Tzurot Async Flow 2 · majiayu000 bundle

    BullMQ and async patterns for Tzurot v3 - Job queue architecture, Discord interaction deferral, idempotency, retry strategies, and error handling. Use when working with jobs or async operations.
    567 repo stars
18. ▌
    Workout Explainer 2 · majiayu000 bundle

    Translates planned workouts into clear execution cues, purpose, mistakes to avoid, and substitutions.
    567 repo stars
19. ▌
    Youtube Processor 2 · majiayu000 bundle

    Process YouTube videos into summarized Obsidian notes. Use when given a YouTube URL to summarize, extract insights, or turn videos into notes. Triggers on "summarize this video", "process this YouTube", "what's this video about", or any YouTube URL shared for processing.
    567 repo stars
20. ▌
    AWS AI Services Expert 2 · majiayu000 bundle

    Build AI applications on AWS using Bedrock, SageMaker, and AI/ML services with best practices for enterprise deployment
    567 repo stars
21. ▌
    Containerization Rules 2 · majiayu000 bundle

    You are a coding standards expert specializing in containerization rules.
    567 repo stars
22. ▌
    Facciones 2 · majiayu000 bundle

    Diseñador de facciones para SyV - creación completa con estructura canónica de 11 categorías, relaciones validadas y coherencia narrativa
    567 repo stars
23. ▌
    Incremental Research 2 · majiayu000 bundle

    構造化された調査ワークフローを実行する。ユーザーが「調べて」「調査して」「調べたい」「調査したい」「〜について調べて」「〜を調べて」「調査」と言った時に使用する。調査計画をmarkdownファイルに記載し、各調査項目の状態と結果を順次更新しながら体系的に調査を進める。
    567 repo stars
24. ▌
    Interview Cheatsheet 3 · majiayu000 bundle

    Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab). Cross-model codex review checks math, code, historical citations, and style discipline; then /render-html produces a single-file HTML with academic-newspaper template. Output: docs/tutorials/<slug>_tutorial.{md,html,review.json}. Use when the user says '写面试 cheat sheet', '写一份 X 教程', '帮我准备 Y 面试题', '出一份 X 速查', or wants a 600-1000 line Chinese tutorial on a specific ML topic.
    567 repo stars
25. ▌
    Manage Markdown Docs 2 · majiayu000 bundle

    Standardize markdown document creation and updates with proper headers and footers. Use when creating OR updating any markdown file that is NOT a subagent, command, or skill definition. Ensures consistent metadata, classification, and change tracking.
    567 repo stars
26. ▌
    Moai Docs Generation 5 · majiayu000 bundle

    Documentation generation patterns for technical specs, API docs, user guides, and knowledge bases using real tools like Sphinx, MkDocs, TypeDoc, and Nextra. Use when creating docs from code, building doc sites, or automating documentation workflows.
    567 repo stars
27. ▌
    Product Data Cleanup 2 · majiayu000 bundle

    Clean up an FF&E schedule — normalize casing, dimensions, units, language, materials, and formatting for consistency. Use when the user asks to "clean up the schedule", fix inconsistent product data, or standardize an FF&E sheet.
    567 repo stars
28. ▌
    Speckit Constitution 4 · majiayu000 bundle

    Create or update the project constitution from interactive or provided principle inputs, ensuring all dependent templates stay in sync.
    567 repo stars
29. ▌
    Clinical Trial Matcher 2 · majiayu000 bundle

    Matches patient profiles to open clinical trials using vector similarity and inclusion/exclusion criteria. Use when a user provides patient data and asks for relevant trials.
    567 repo stars
30. ▌
    Variant Interpretation 2 · majiayu000 bundle

    ---name: variant-interpretation-acmg
    567 repo stars
31. ▌
    Room 2 · majiayu000 bundle

    Rooms are intertwingled navigable activation context maps. Entering = calling. Exiting = returning.
    567 repo stars
32. ▌
    Orf Digest 2 · majiayu000 bundle

    On-demand ORF news digest in German. Use when the user says 'orf', 'pull orf', or 'orf 10'. Focus on Austrian politics (Inland) and international politics (Ausland) + major headlines; exclude sports. Send each item as its own message (Title + Age + Link). Then generate a Nano Banana image in a cartoon ZiB studio with the anchor presenting the news, plus subtle Easter eggs based on the selected stories.
    567 repo stars
33. ▌
    Bird 3 · majiayu000 bundle

    X/Twitter CLI for reading, searching, posting, and engagement via cookies.
    567 repo stars
34. ▌
    Github Pr Creation 3 · majiayu000 bundle

    Creates GitHub Pull Requests with automated validation and task tracking. Use when user wants to create PR, open pull request, submit for review, or check if ready for PR. Analyzes commits, validates task completion, generates Conventional Commits title and description, suggests labels. NOTE - for merging existing PRs, use github-pr-merge instead.
    567 repo stars
35. ▌
    Product Onboarding 2 · majiayu000 bundle

    Add a new Skill Recordings product to the support platform. Use when user says "add product", "new app", "onboard [product name]", or similar.
    567 repo stars
36. ▌
    Stripe Stack 2 · majiayu000 bundle

    Stripe integration patterns for Next.js + Supabase - payments, subscriptions, webhooks, credit systems, checkout. Use when: stripe, payments, billing, subscription, webhook, checkout, add payments to project.
    567 repo stars
37. ▌
    Setup Pytest Fixtures 2 · majiayu000 bundle

    Create pytest fixtures following project patterns including factory fixtures, async fixtures, and multi-layer organization. Use when setting up test fixtures, creating test data, organizing test utilities, or structuring conftest.py files. Works with Python test files, pytest configuration, and .py test utilities.
    567 repo stars
38. ▌
    Streamlit Development 2 · majiayu000 bundle

    Developing, testing, and deploying Streamlit data applications on Snowflake. Use this skill when you're building interactive data apps, setting up local development environments, testing with pytest or Playwright, or deploying apps to Snowflake using Streamlit in Snowflake.
    567 repo stars
39. ▌
    Testing API Overrides 2 · majiayu000 bundle

    Test that components send correct query parameters or request arguments. Use when testing filtering, sorting, pagination, or any read operation where request parameters matter. Use for test-scoped mock customization.
    567 repo stars
40. ▌
    Vitest Best Practices 2 · majiayu000 bundle

    Comprehensive vitest testing patterns covering test structure, AAA pattern, parameterized tests, assertions, mocking, test doubles, error handling, async testing, and performance optimization. Use when writing, reviewing, or refactoring vitest tests, or when user mentions vitest, testing, TDD, test coverage, mocking, assertions, or test files (*.test.ts, *.spec.ts).
    567 repo stars
41. ▌
    Development Workflow 3 · majiayu000 bundle

    detailed development workflow with modular patterns for git, code review, testing, documentation, and deployment
    567 repo stars
42. ▌
    Bio Workflows Methylation Pipeline 2 · majiayu000 bundle

    End-to-end bisulfite sequencing workflow from FASTQ to differentially methylated regions. Covers Bismark alignment, methylation calling, and DMR detection with methylKit.
    567 repo stars
43. ▌
    Bio Workflows Multi Omics Pipeline 3 · majiayu000 bundle

    End-to-end multi-omics integration workflow. Orchestrates data harmonization, MOFA/mixOmics integration, factor interpretation, and downstream analysis across transcriptomics, proteomics, metabolomics, and other modalities.
    567 repo stars
44. ▌
    Workflow Improvement 3 · majiayu000 bundle

    Use this skill after running a command or completing a short session slice where execution felt slow, confusing, repetitive, or fragile.
    567 repo stars
45. ▌
    Perplexity Web Research 2 · majiayu000 bundle

    Leverage Perplexity CLI for web research, deep reasoning, and independent validation. Use when you need current/external knowledge, want a second opinion before decisions, or want to delegate complex analytical thinking to specialized reasoning models. Complements (not replaces) standard web tools. Can be invoked directly or spawned as a subagent.
    567 repo stars
46. ▌
    Speech 2 · majiayu000 bundle

    🗣️ Speech — Text-to-Speech & Speech Recognition
    567 repo stars
47. ▌
    Web 5 · majiayu000 bundle

    Search the web and fetch page content.
    567 repo stars
48. ▌
    Demographics Analysis 2 · majiayu000 bundle

    Demographics and market site analysis — population, income, age, housing market, and employment data from an address.
    567 repo stars
49. ▌
    Util Research Library 2 · majiayu000 bundle

    Systematic library evaluation with emphasis on readability, actionable insights, and informed decision-making. Use when asked "should we use X", "is there a better library", during security audits, or making migration decisions. Produces concise, scannable reports that drive adoption decisions - not walls of text.
    567 repo stars
50. ▌
    Narrative Building 2 · majiayu000 bundle

    Draft or audit scientific introductions. Use for argument logic, framing, contribution structure, and coherence across multiple studies or experiments.
    567 repo stars
51. ▌
    Network Resilience 2 · majiayu000 bundle

    Improve reliability for network calls, sync, or remote endpoints with timeouts, retries, offline handling, and user feedback.
    567 repo stars
52. ▌
    Optimization Phase 3 · majiayu000 bundle

    Validates production readiness through performance benchmarking, accessibility audits, security reviews, and code quality checks. Use after implementation phase completes, before deployment, or when conducting quality gates for features. (project)
    567 repo stars
53. ▌
    Parse Package JSON 2 · majiayu000 bundle

    Extract version, dependencies, and metadata from package.json files. Use when needing project version, dependency list, or package metadata for releases, audits, or reports.
    567 repo stars
54. ▌
    Plugin Marketplace 2 · majiayu000 bundle

    Guide for creating, validating, and managing Claude Code plugin marketplaces with schema validation tools
    567 repo stars
55. ▌
    Project Principles 2 · majiayu000 bundle

    Core architectural and code quality principles that guide all development decisions in the uspark project
    567 repo stars
56. ▌
    Research Wayfinder 2 · majiayu000 bundle

    Plan a research project as a decision map that outlives any single session — a destination (a defensible, pre-registerable design) reached by resolving decision tickets of four kinds, one at a time. Adapted for research from Matt Pocock's wayfinder. The map lives in the repo as markdown; each session claims one frontier ticket; literature sweeps run as parallel research tickets; the resolved map compiles into a pre-analysis plan. Use at the start of a project, when a design has more open decisions than one conversation can hold, or when planning keeps restarting from scratch each session. Not for executing analyses or writing the paper.
    567 repo stars
57. ▌
    Sentry Code Review 2 · majiayu000 bundle

    Analyze and resolve Sentry comments on GitHub Pull Requests. Use this when asked to review or fix issues identified by Sentry in PR comments. Can review specific PRs by number or automatically find recent PRs with Sentry feedback.
    567 repo stars
58. ▌
    Spring Boot Verify 2 · majiayu000 bundle

    Verify Spring Boot 4.x projects for correct dependencies, configuration, and migration readiness. Use when analyzing pom.xml, build.gradle, application.yml, discussing Spring Boot project setup, dependency versions, configuration validation, version compatibility, migration to Spring Boot 4, deprecated dependencies, or when user mentions "verify project", "check dependencies", "upgrade Spring Boot", "migration readiness", "Jackson 3", "@MockBean deprecated", or "Spring Security 7".
    567 repo stars
59. ▌
    Structured Outputs 2 · majiayu000 bundle

    Techniques for ensuring LLM responses adhere to strict JSON schemas, utilizing Pydantic models, JSON mode, and schema-based refusals. Triggers: structured-output, pydantic, json-schema, json-mode, llm
    567 repo stars
60. ▌
    Tmux 14 · majiayu000 bundle

    Controle remotamente sessões tmux para CLIs interativas enviando comandos de teclado e capturando a saída dos painéis.
    567 repo stars
61. ▌
    Token Conservation 4 · majiayu000 bundle

    Minimize token usage through conservative prompting, work delegation, and quota tracking. Triggers: token usage, quota, token limits, prompt size, token conservation, usage tracking, delegation, context compression, token budget Use when: session starts (mandatory), prompt sizes spike, tool calls increase, before long-running analyses or massive context loads DO NOT use when: context-optimization already handles the scenario. DO NOT use when: simple queries with minimal context. Use this skill at the START of every session. This is MANDATORY for quota management.
    567 repo stars
62. ▌
    Transaction Script 2 · majiayu000 bundle

    マーティン・ファウラーのPofEAAに基づくトランザクションスクリプトパターンを専門とするスキル。 シンプルなビジネスロジックを手続き型で組織化し、CRUDベースのアプリケーション開発を効率化します。 Anchors: • Patterns of Enterprise Application Architecture (Martin Fowler) / 適用: パターン定義と適用条件 / 目的: 適切なパターン選択 • Designing Data-Intensive Applications (Martin Kleppmann) / 適用: データモデリング / 目的: 手続き型アプローチの妥当性検証 Trigger: Use when implementing simple business logic, CRUD operations, building quick prototypes, or when domain model overhead is not justified. transaction script, executor pattern, procedural business logic, simple CRUD, PofEAA
    567 repo stars
63. ▌
    Code Style Guides 2 · majiayu000 bundle

    主要コードスタイルガイドの比較と適用を整理し、チーム規約の統一と移行を支援するスキル。 Airbnb/Google/Standardの選定、カスタマイズ、移行計画を扱う。 Anchors: • Clean Code (Robert C. Martin) / 適用: 命名と意図の明確化 / 目的: 可読性の向上 • Style Guide Comparison / 適用: ガイド選定 / 目的: 適合性評価 • Migration Patterns / 適用: 移行計画 / 目的: 変更影響の最小化 Trigger: Use when selecting or migrating style guides, unifying team conventions, or customizing linting rules. code style guide, ESLint config, Prettier rules, migration, coding conventions
    567 repo stars
64. ▌
    Composite Actions 2 · majiayu000 bundle

    GitHub Actions の Composite Actions 設計と実装を支援するスキル。 action.yml の構造、入出力設計、再利用性、検証手順を整理する。 Anchors: • 『The Pragmatic Programmer』（Andrew Hunt, David Thomas） / 適用: 自動化設計 / 目的: 再利用可能な処理の整理 • 『GitHub Actions公式ドキュメント』 / 適用: Composite Actions 実装 / 目的: 構文仕様の準拠 • 『The Twelve-Factor App』 / 適用: 設定と可搬性 / 目的: アクションの独立性確保 • 『Release It!』（Michael Nygard） / 適用: エラーハンドリング / 目的: 安定運用の設計 Trigger: Use when designing composite actions, validating action.yml structure, or integrating reusable GitHub Actions steps. composite actions, action.yml, reusable action, inputs outputs, github actions
    567 repo stars
65. ▌
    Curating Memories 2 · majiayu000 bundle

    Use when creating new memories to check for duplicates first, when discovering outdated information that should be marked obsolete, when new decisions supersede old ones, or when building connections between related knowledge in Forgetful MCP (mcp__forgetful__* tools).
    567 repo stars
66. ▌
    Doc Consolidation 4 · majiayu000 bundle

    Consolidates ephemeral LLM-generated markdown files into permanent documentation. Triggers: consolidate docs, untracked reports, ephemeral files, git cleanup, report consolidation, knowledge extraction, REPORT.md files, ANALYSIS.md files Use when: you have untracked *_REPORT.md or *_ANALYSIS.md files, git status shows markdown artifacts that shouldn't be committed, preparing PR and need to clean up working artifacts, preserving insights from code reviews DO NOT use when: files are already in docs/ or skills/ locations. DO NOT use when: files are intentionally temporary scratch notes. DO NOT use when: source files have no extractable value. Merges valuable content into permanent documentation, then deletes source files.
    567 repo stars
67. ▌
    Domain Management 2 · majiayu000 bundle

    Configure domain routing and Cloudflare DNS for sgcarstrends.com and subdomains. Use when adding new services, updating domain patterns, or debugging DNS issues.
    567 repo stars
68. ▌
    East 2 · majiayu000 bundle

    East programming language - a statically typed, expression-based language embedded in TypeScript. Use when writing East programs with @elaraai/east. Triggers for: (1) Writing East functions with East.
    567 repo stars
69. ▌
    Elevenlabs Agents 4 · majiayu000 bundle

    Build conversational AI voice agents with ElevenLabs Platform using React, JavaScript, React Native, or Swift SDKs. Configure agents, tools (client/server/MCP), RAG knowledge bases, multi-voice, and Scribe real-time STT. Use when: building voice chat interfaces, implementing AI phone agents with Twilio, configuring agent workflows or tools, adding RAG knowledge bases, testing with CLI "agents as code", or troubleshooting deprecated @11labs packages, Android audio cutoff, CSP violations, dynamic variables, or WebRTC config. Keywords: ElevenLabs Agents, ElevenLabs voice agents, AI voice agents, conversational AI, @elevenlabs/react, @elevenlabs/client, @elevenlabs/react-native, @elevenlabs/elevenlabs-js, @elevenlabs/agents-cli, elevenlabs SDK, voice AI, TTS, text-to-speech, ASR, speech recognition, turn-taking model, WebRTC voice, WebSocket voice, ElevenLabs conversation, agent system prompt, agent tools, agent knowledge base, RAG voice agents, multi-voice agents, pronunciation dictionary, voice speed control, e
    567 repo stars
70. ▌
    Energy Efficiency 2 · majiayu000 bundle

    Comprehensive energy analysis using EnergyPlus, commissioning best practices, and ASHRAE standards for building energy modeling, code compliance verification, and performance optimization
    567 repo stars
71. ▌
    Exercise Designer 2 · majiayu000 bundle

    Designs deliberate practice exercises applying evidence-based learning strategies like retrieval practice, spaced repetition, and interleaving. Activate when educators need varied exercise types (fill-in-blank, debug-this, build-from-scratch, extend-code, AI-collaborative) targeting learning objectives with appropriate difficulty progression. Creates exercise sets that apply cognitive science principles to maximize retention and skill development. Use when designing practice activities for Python concepts, creating homework assignments, generating problem sets, or evaluating exercise quality.
    567 repo stars
72. ▌
    Fish Shell Config 2 · majiayu000 bundle

    Expert Fish shell configuration including config files, functions, abbreviations, prompts, environment variables, and scripting. Use when setting up Fish, creating aliases/functions, writing Fish scri
    567 repo stars
73. ▌
    Fullstory Logging 2 · majiayu000 bundle

    Comprehensive guide for implementing Fullstory's Logging API (log method) for web applications. Teaches proper log level usage, message formatting, and capturing application logs in session replay. Includes detailed good/bad examples for error tracking, debugging, and operational monitoring to help developers add contextual log messages to Fullstory sessions.
    567 repo stars
74. ▌
    Global Tech Stack 9 · majiayu000 bundle

    Your approach to handling global tech stack. Use this skill when working on files where global tech stack comes into play.
    567 repo stars
75. ▌
    Google Gemini API 4 · majiayu000 bundle

    Integrate Gemini API with correct current SDK (@google/genai v1.27+, NOT deprecated @google/generative-ai). Supports text generation, multimodal (images/video/audio/PDFs), function calling, and thinking mode. 1M input tokens. Use when: integrating Gemini API, implementing multimodal AI, using thinking mode for reasoning, function calling with parallel execution, streaming responses, deploying to Cloudflare Workers, building chat, or troubleshooting SDK deprecation, context window, model not found, function calling, or multimodal format errors. Keywords: gemini api, @google/genai, gemini-2.5-pro, gemini-2.5-flash, gemini-2.5-flash-lite, gemini-3-pro-preview, multimodal gemini, thinking mode, google ai, genai sdk, function calling gemini, streaming gemini, gemini vision, gemini video, gemini audio, gemini pdf, system instructions, multi-turn chat, DEPRECATED @google/generative-ai, gemini context window, gemini models 2025, gemini 1m tokens, gemini tool use, parallel function calling, compositional function call
    567 repo stars
76. ▌
    Product Spec Bulk Fetch 2 · majiayu000 bundle

    Fetch structured FF&E product specs from a list of URLs — extracts name, brand, dimensions, materials, price, and images into a standardized schedule. Use when the user provides product URLs and asks to "pull specs", scrape product pages, or bulk-import items by link.
    567 repo stars
77. ▌
    Product Spec PDF Parser 2 · majiayu000 bundle

    Extract structured FF&E product specs from PDF files — price books, fact sheets, and spec sheets — into a standardized schedule. Use when the user shares a product PDF and asks to "parse this price book", extract specs, or import items from a spec sheet.
    567 repo stars
78. ▌
    Audit Performance 4 · majiayu000 bundle

    Run a single-session performance audit on the codebase
    567 repo stars
79. ▌
    Common Lisp Ecosystem 2 · majiayu000 bundle

    This skill should be used when the user asks to "write common lisp", "CLOS", "ASDF", "defpackage", "defsystem", or works with Common Lisp, SBCL, or Coalton. Provides comprehensive Common Lisp ecosystem patterns and best practices.
    567 repo stars
80. ▌
    Pm Closure Validation 2 · majiayu000 bundle

    Expert PM validation for increment closure with 3-gate quality checks (tasks, tests, documentation). Acts as final quality gate before closing increments. Validates task completion, test coverage, documentation updates, and detects scope creep. Activates for /done command, increment closure, close increment, validate increment, completion check, quality gate, PM approval, ready to close, scope creep detection, release validation, increment validation.
    567 repo stars
81. ▌
    Prd V03 Pricing Model 2 · majiayu000 bundle

    Select and validate pricing model for PRD v0.3 Commercial Model. Triggers on requests to set pricing, choose monetization model, design pricing tiers, validate willingness to pay, or when user asks "how much should we charge?", "what pricing model?", "freemium vs paid?", "how to structure tiers?", "price point?". Consumes Competitive Landscape (CFD-) and Product Type (BR-) from v0.2. Outputs BR- entries for pricing rules, tier boundaries, and competitive positioning.
    567 repo stars
82. ▌
    Dbt Architecture 2 · majiayu000 bundle

    dbt project structure using medallion architecture (bronze/silver/gold layers). Use this skill when planning project organization, establishing folder structure, defining naming conventions, implementing layer-based configuration, or ensuring proper model dependencies and architectural patterns.
    567 repo stars
83. ▌
    Format Todo List 2 · majiayu000 bundle

    Generate properly formatted TodoWrite lists for orchestrator progress tracking. Use when creating phase checklists, updating task status, or ensuring consistent todo formatting.
    567 repo stars
84. ▌
    Pattern Observer 2 · majiayu000 bundle

    Observes development patterns and suggests automations. Use when reviewing learnings, analyzing patterns, creating automations, or when asked about repeated tasks, workflow optimization, pending suggestions, or what has been learned. Auto-creates skills and hooks after 3 occurrences of a pattern.
    567 repo stars
85. ▌
    Project Planning 4 · majiayu000 bundle

    Generate initial project planning documents (PVS, ADR, Tech Spec, Roadmap) from a project concept description. Use when starting a new project, when docs/planning/ contains placeholder files, or when user requests project planning document generation.
    567 repo stars
86. ▌
    Workbench Github 2 · majiayu000 bundle

    GitHub workflows for Workbench CLI. Use when creating pull requests from work items or wiring GitHub-specific actions.
    567 repo stars
87. ▌
    Writing For Llms 2 · majiayu000 bundle

    Writing SKILL.md, .claude/commands/*.md, Task tool prompts, systemPrompt variables, prompt templates, few-shot examples, agent instructions. Content where the reader is an LLM.
    567 repo stars
88. ▌
    Bubbletea Code Review 2 · majiayu000 bundle

    Reviews BubbleTea TUI code for proper Elm architecture, model/update/view patterns, and Lipgloss styling. Use when reviewing terminal UI code using charmbracelet/bubbletea.
    567 repo stars
89. ▌
    Startup Positioning 2 · majiayu000 bundle

    Market positioning strategy using the April Dunford framework, enriched with JTBD discovery, Moore positioning statement, and Neumeier's Onliness Test. Produces a complete positioning document, positioning statement, competitive alternatives map, and market category analysis. Use when the user wants to define or refine their market positioning, find their unique position, differentiate from competitors, craft a positioning statement, choose a market category, or figure out "how should we position this product." Triggers for "positioning", "how to position", "market position", "differentiation strategy", "positioning statement", "competitive positioning", "category strategy", "where do we fit in the market", "how are we different", "unique value proposition", or any request to define, sharpen, or rethink positioning. Works standalone — no prior startup-design or startup-competitors session needed, but leverages their output if available.
    567 repo stars
90. ▌
    Refund Request 2 · majiayu000 bundle

    Handle refund requests. Triggers when customer asks for money back, wants to cancel, mentions "refund", "cancel subscription", or "money back".
    567 repo stars
91. ▌
    Add Playlist Reordering 2 · majiayu000 bundle

    Implement playlist track reordering with move operations and position management (project)
    567 repo stars
92. ▌
    Clinicaltrials Database 2 · majiayu000 bundle

    Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.
    567 repo stars
93. ▌
    Cook 6 · majiayu000 bundle

    Implement features end-to-end with smart intent detection. Accepts natural language or plan paths. Auto-routes to appropriate workflow (fast, auto, parallel, code).
    567 repo stars
94. ▌
    Debug Like Expert 3 · majiayu000 bundle

    Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification. Use when: standard troubleshooting fails, systematic root cause analysis needed, complex bugs, mysterious errors.
    567 repo stars
95. ▌
    Moai Foundation Context 4 · majiayu000 bundle

    Enterprise context and session management with token budget optimization and state persistence
    567 repo stars
96. ▌
    Scenario Runner Capture 2 · majiayu000 bundle

    Implement deterministic Scenario Runner + capture outputs for agents
    567 repo stars
97. ▌
    Bmad Wds Page Designs 2 · majiayu000 bundle

    Generate full page design compositions from specifications
    567 repo stars
98. ▌
    Escalation Governance 3 · majiayu000 bundle

    Guide to deciding whether to escalate from a lower model (haiku/sonnet) to a higher model (sonnet/opus). Triggers: model escalation, haiku to sonnet, sonnet to opus, reasoning depth, task complexity, model selection, capability trade-off Use when: evaluating whether to escalate models, facing genuine complexity requiring deeper reasoning, novel patterns with no existing solutions, high-stakes decisions requiring capability investment DO NOT use when: thrashing without investigation - investigate root cause first. DO NOT use when: time pressure alone - urgency doesn't change task complexity. DO NOT use when: "just to be safe" - assess actual complexity instead. NEVER escalate without investigation first. This is the Iron Law.
    567 repo stars
99. ▌
    Unsloth Training 2 · majiayu000 bundle

    Fine-tune LLMs with Unsloth using GRPO or SFT. Supports FP8, vision models, mobile deployment, Docker, packing, GGUF export. Use when: train with GRPO, fine-tune, reward functions, SFT training, FP8 training, vision fine-tuning, phone deployment, docker training, packing, export to GGUF.
    567 repo stars
100. ▌
     Attractor 2 · majiayu000 bundle

     Invariant set attracting nearby trajectories
     567 repo stars