majiayu000
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- ▌ Complexity Analyzer · majiayu000 bundleAnalyzes task/feature complexity (1-10) and recommends subtask breakdown for planning and prioritization. Provides actionable recommendations for agent selection, phase distribution, and risk assessment. Silent analysis that feeds into other workflows.
- ▌ Positioning Development · majiayu000 bundleStrategic positioning skill for developing differentiated market position, positioning statements, and competitive framing.
- ▌ Postgresql Table Design · majiayu000 bundleDesign a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
- ▌ Postgresql Fundamentals · majiayu000 bundleMaster PostgreSQL SQL fundamentals - data types, tables, constraints, schema design
- ▌ Postgresql Optimization · majiayu000 bundleExpert in PostgreSQL performance tuning, query optimization, and database administration. Specializes in EXPLAIN analysis, indexing strategies, connection pooling, partitioning, and production-grade PostgreSQL operations.
- ▌ Power Budget Calculator · majiayu000 bundleCalculates total power consumption and battery life for Arduino/ESP32/RP2040 projects. Use when user asks about battery life, power requirements, current draw, or needs to estimate runtime. Includes sleep mode analysis, power optimization tips, and battery sizing recommendations. Run scripts/calculate_power.py for accurate calculations.
- ▌ Power Grid Optimization · majiayu000 bundleWhen the user wants to optimize electrical grid operations, manage power transmission and distribution, or balance electricity supply and demand. Also use when the user mentions "grid optimization," "power dispatch," "transmission planning," "distribution management," "load balancing," "grid reliability," "energy management system," or "smart grid." For renewable integration, see renewable-energy-planning. For energy storage, see energy-storage-optimization.
- ▌ Powergraph Gnn Research · majiayu000 bundleResearch pipeline for topology-aware GNN representation learning on power grids using the PowerGraph benchmark. Use when (1) building physics-guided GNNs for power flow (PF), optimal power flow (OPF), or cascading failure prediction, (2) implementing self-supervised pretraining for power systems, (3) evaluating cascade explanation fidelity against ground-truth masks, or (4) conducting reproducible ML-for-power-systems research. Triggers include "PowerGraph", "power flow GNN", "OPF surrogate", "cascade prediction", "physics-guided GNN", "grid analytics ML", "power system representation learning".
- ▌ Pr Description Template · majiayu000 bundlePR description templates with format specifications and examples. Use when generating PR descriptions. Provides the complete PR structure and writing guidance.
- ▌ Prd V01 Problem Framing · majiayu000 bundleTransform vague product ideas into evidence-anchored problem statements for PRD v0.1 Spark. Triggers on starting new products/features, validating market opportunities, drafting PRD Why sections, or requests like "frame the problem", "define pain points", "write problem statement", "start v0.1", "what problem are we solving". Outputs structured problem tables with CFD evidence IDs.
- ▌ Prd V03 Moat Definition · majiayu000 bundleAssess competitor defensibility and define our own moat strategy during PRD v0.3 Commercial Model. Triggers on requests to analyze competitor moats, define our defensibility, assess switching costs, identify vulnerabilities, find wedge opportunities, or when user asks "what's our moat?", "how defensible are they?", "where can we compete?", "switching costs?", "defensibility", "who to target". Consumes Competitive Landscape (v0.2) CFD- entries. Outputs CFD- entries for competitor moats and BR- entries for targeting rules and our defensibility strategy.
- ▌ Pre Push Quality Checks · majiayu000 bundlePR作成・git push前に必ず使用。bun install → fix → format → type → lint を順番に実行。
- ▌ Predictive Intelligence · majiayu000 bundleAnalyze tasks upfront before execution. Predict task category, identify key files, assess risk level, and detect high-consequence operations. Use proactively when any task description is provided to guide execution strategy.
- ▌ Presentation Generation · majiayu000 bundleGenerate slide deck presentations from prompts. Triggers on "create presentation", "generate slides", "build deck", "presentation about"
- ▌ Presidio Pii Specialist · majiayu000 bundleMicrosoft Presidio PII detection API for Vigil Guard v2.0.0. Use for dual-language PII (Polish + English), spaCy models, entity deduplication, custom recognizers (PESEL, NIP, REGON), integration with 3-branch detection, and performance optimization.
- ▌ Pricing App Permissions · majiayu000 bundleHybrid permission system - role-based + user overrides, frontend/backend patterns
- ▌ Priority Classification · majiayu000 bundleAutomatically classifies tasks into four priority levels (VERY IMPORTANT, HIGH, MEDIUM, LOW) based on due dates, urgency keywords, and explicit priority settings. Triggers special behaviors for VERY IMPORTANT tasks including notifications and visual emphasis.
- ▌ Privacy Policy Generate · majiayu000 bundleGenerate privacy policy for Android apps with GitHub Pages hosting
- ▌ Producer Implementation · majiayu000 bundleProducer implementation patterns for API operations and business logic
- ▌ Product Leadership Team · majiayu000 bundleProduct Leadership Team (PLT) - assign portfolio tradeoffs, cross-functional decisions, strategic alignment, and outcome reviews
- ▌ Product Manager Toolkit · majiayu000 bundleComprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development.
- ▌ Product Spec Bulk Fetch · majiayu000 bundleFetch structured FF&E product specs from a list of URLs. Extracts name, brand, dimensions, materials, price, and images into a standardized schedule.
- ▌ Product Spec PDF Parser · majiayu000 bundleExtract structured FF&E product specs from PDF files — price books, fact sheets, and spec sheets. Claude reads extracted text and structures products into a standardized schedule.
- ▌ Product Taste Intuition · majiayu000 bundleBuild stronger product taste + intuition as a PM by running a Taste Calibration Sprint (benchmark set, product critique notes, intuition→hypothesis log, validation plan, practice loop). Use for “product taste”, “product sense”, “intuition”, “calibrate taste”.
- ▌ Program Security Basics · majiayu000 bundleRole framing: You are a Solana security reviewer. Your goal is to catch common vulnerabilities before deployment.
- ▌ Progress Photo Analyzer · majiayu000 bundleAnalyze construction site photos to track progress, detect safety issues, and compare against BIM models using computer vision.
- ▌ Progressive Enhancement · majiayu000 bundleHTML-first development with CSS-only interactivity patterns. Use when building features that work without JavaScript, using native HTML elements, CSS pseudo-classes, and the View Transitions API.
- ▌ Project Astrology Vedic · majiayu000 bundleVedic/Jyotish (sidereal) astrology calculations and interpretation including Kundali/Kundli, Lagna, Rashi (Moon sign), Nakshatra, Vimshottari Dasha, yogas, vargas (D-9/D-10), Sade Sati, prashna (horary), panchang/muhurta, and Ashtakoot compatibility. Use when user asks for Vedic/Jyotish/Indian astrology or mentions those terms; not for Western/Tropical, Chinese astrology, or Tarot. (project)
- ▌ Project Developer Guide · majiayu000 bundleDevelopment conventions and practices for this codebase. Use when writing PureScript code, tests, or FFI in this project.
- ▌ Project Manager Backlog · majiayu000 bundleManages project tasks using the backlog.md CLI tool. Creates, edits, and tracks tasks following proper format and guidelines, breaks down large tasks into atomic units, and maintains task management workflow. Use when working with project backlog or tasks.
- ▌ Project Session Manager · majiayu000 bundleManage isolated dev environments with git worktrees and tmux sessions
- ▌ Project Standardization · majiayu000 bundleGuides correct usage of @j0kz/mcp-agents standardization and automation scripts including version.json single source of truth, test count automation, URL casing rules, and critical workflow pattern...
- ▌ Project Structure Guide · majiayu000 bundleGuide for organizing project directories following language-specific best practices. Use when: creating projects, reorganizing structure, adding modules, setting up builds. Keywords: project, structure, directory, layout, gitignore, scaffold, 專案結構, 目錄.
- ▌ Prompt Generation Rules · majiayu000 bundleYou are a coding standards expert specializing in prompt generation rules.
- ▌ Propose Feature Concept · majiayu000 bundleCreate a new feature concept document to pitch the idea and explain the problem/solution
- ▌ Protein Design Workflow · majiayu000 bundleEnd-to-end guidance for protein design pipelines. Use this skill when: (1) Starting a new protein design project, (2) Need step-by-step workflow guidance, (3) Understanding the full design pipeline, (4) Planning compute resources and timelines, (5) Integrating multiple design tools. For tool selection, use binder-design. For QC thresholds, use protein-qc.
- ▌ Prototyping Pretotyping · majiayu000 bundleUse when testing ideas cheaply before building (pretotyping with fake doors, concierge MVPs, paper prototypes) to validate desirability/feasibility, choosing appropriate prototype fidelity (paper/clickable/coded), running experiments to test assumptions (demand, pricing, workflow), or when user mentions prototype, MVP, fake door test, concierge, Wizard of Oz, landing page test, smoke test, or asks "how can we validate this idea before building?".
- ▌ Provenance Data Quality · majiayu000 bundleGenerate Provenance resources for audit trails with agents, activities, entities, and security labels. Model realistic EHR data quality variation with missing fields, sparse records, data-absent reasons, duplicate records, and correction workflows. Use when user mentions provenance, audit, data quality, data origin, missing data, sparse records, data completeness, data lineage, correction, amendment, or data governance.
- ▌ Psychological Stability Monitoring · majiayu000 bundleContinuous monitoring for psychological integration and stability
- ▌ Pubmed Export Citations · majiayu000 bundleExport citations to reference managers. Triggers: 匯出, export, RIS, BibTeX, EndNote, Zotero, Mendeley, 引用格式, reference manager
- ▌ Pull Canvas Assignments · majiayu000 bundlePull upcoming Canvas assignments and summarize what is due soon
- ▌ Pull Request Automation · majiayu000 bundleAutomate pull request workflows with templates, checklists, auto-merge rules, and review assignments. Reduce manual overhead and improve consistency.
- ▌ Pull Request Descriptor · majiayu000 bundleAnalyze code diffs and commit messages between current branch and target branch to generate comprehensive Pull Request descriptions in markdown format. Automatically selects appropriate PR template and creates structured, informative PR descriptions ready for submission.
- ▌ Pull Request Management · majiayu000 bundleGitHub PR operations - create, list, merge, update, and manage pull requests using gh CLI
- ▌ Push Notification Setup · majiayu000 bundleImplements push notifications across iOS, Android, and web using Firebase Cloud Messaging and native services. Use when adding notification capabilities, handling background messages, or setting up notification channels.
- ▌ Pytest Mocking Strategy · majiayu000 bundleMaster mocking strategy for pytest: when to use autospec=True vs manual mocks, AsyncMock patterns for async code, mock builders and factories, and what should NEVER be mocked. Includes type-safe mock creation patterns and decision matrix for mocking vs real objects. Use when: Creating unit tests with mocked dependencies, deciding whether to mock or use real objects, setting up test isolation, testing use cases with external service boundaries, or building reusable mock factories.
- ▌ Python Backend Reviewer · majiayu000 bundleExpert Python backend code reviewer that identifies over-complexity, duplicates, bad optimizations, and violations of best practices. Use when asked to review Python code quality, check for duplicate code, analyze module complexity, optimize backend code, identify anti-patterns, or ensure adherence to best practices. Ideal for preventing AI-generated code from creating unnecessary files instead of imports, finding repeated validation logic, and catching over-engineered solutions.
- ▌ Python Data Engineering · majiayu000 bundleComprehensive Python data engineering patterns for AWS Data Lake, including PySpark, Pandas, Apache Airflow, AWS Glue, ETL pipelines, data quality, schema management, performance optimization, FastAPI services, streaming with Kafka/Kinesis, data validation with Great Expectations, testing strategies, error handling, logging, and production deployment on AWS EMR and Glue.
- ▌ Python Debugging Expert · majiayu000 bundleMaster debugger for Python code with expertise in common errors, performance issues, and debugging tools
- ▌ Python Egg Info Hygiene · majiayu000 bundleHandle noisy git diffs from src/*.egg-info generated by editable installs (uv) and decide whether to commit or ignore.
- ▌ Python Fastapi Patterns · majiayu000 bundleFastAPI best practices, async patterns, and Pydantic validation
- ▌ Python Type Hints Guide · majiayu000 bundleComprehensive reference guide for Python type hints, static type checking with mypy, modern type annotation patterns (PEP 484, 585, 604, 612, 613), and type hint best practices for Python 3.9+. Use during code reviews to ensure proper type annotation usage, evaluate mypy configuration, and identify type hint anti-patterns.
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- ▌ Founder Meeting Runbook · majiayu000 bundleRun high-signal founder meetings: prep with kill questions, structure the conversation, capture decision-relevant notes, and send crisp follow-ups within 2 hours. Use when taking first meetings, doing partner prep, or screening deals.
- ▌ Fpkit Component Builder · majiayu000 bundleBuild React components using @fpkit/acss library patterns. Scaffolds complete component structures (tsx, types, scss, stories, tests), validates CSS variables follow naming conventions (--component-property with rem units), enforces TypeScript patterns, accessibility standards (WCAG 2.1 AA), and Storybook documentation. Use when building new components, generating boilerplate, or refactoring to use fpkit primitives. Includes automation scripts, reference guides, and templates.
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- ▌ Frappe Report Generator · majiayu000 bundleGenerate custom reports, query reports, and script reports for Frappe applications. Use when creating data analysis and reporting features.
- ▌ Frappe Web Form Builder · majiayu000 bundleGenerate Frappe Web Forms for public-facing forms. Use when creating customer portals, registration forms, surveys, or public data collection forms.
- ▌ Frontend Backend Mapper · majiayu000 bundleAnalyzes and maps frontend API calls to backend endpoints. Detects missing endpoints, unused endpoints, and integration gaps. Optional: trace complete data flows to database and design tokens. Related: api-contract-validator for detailed type analysis.
- ▌ Frontend Design Fix Vue · majiayu000 bundleFix generic Vue component designs by applying aesthetic upgrades across the 5 design dimensions (typography, color, motion, spatial composition, backgrounds)
- ▌ Frontend Design Systems · majiayu000 bundleSystematic approach to building consistent, maintainable frontend UI components with design systems and component libraries
- ▌ Frontend Implementation · majiayu000 bundleデザインツール(Figma/Pencil等)やUI要件を「壊れない・拡張しやすい」実装へ翻訳するための判断軸。px写経を避け、比率・構造・制約・状態を先に設計してからUIを組み立てる。
- ▌ Frontend UI Integration · majiayu000 bundleImplement or extend a user-facing workflow in a web application, integrating with existing backend APIs. Use when the feature is primarily a UI/UX change backed by existing APIs, affects only the web frontend, and requires following design system, routing, and testing conventions.
- ▌ Full Migration Pipeline · majiayu000 bundleComplete Angular migration pipeline that orchestrates all migration skills in sequence. Use when performing end-to-end page migration with analysis, implementation, quality checks, and QA verification.
- ▌ Fullstory Async Methods · majiayu000 bundleComprehensive guide for implementing Fullstory's Asynchronous API methods (Async suffix variants) for web applications. Teaches proper Promise handling, await patterns, error handling, and when to use async vs fire-and-forget methods. Includes detailed good/bad examples for initialization waiting, session URL retrieval, and conditional flows to help developers handle Fullstory's asynchronous nature correctly.
- ▌ Fumadocs Component Docs · majiayu000 bundleCreate component documentation with installation, usage examples, and preview sections. Apply when documenting 8-bit components with proper structure and examples.
- ▌ Ga4 · majiayu000 bundleQuery Google Analytics 4 (GA4) data via the Analytics Data API. Use when you need to pull website analytics like top pages, traffic sources, user counts, sessions, conversions, or any GA4 metrics/dimensions.
- ▌ Game Mechanics Designer · majiayu000 bundleDesigns engaging gameplay loops, economies, and progression systems, balancing challenge and reward for interactive experiences.
- ▌ Game Strategy Simulator · majiayu000 bundleWhat-if scenario analyzer for sports. Play-calling recommendations, clock management, substitution patterns, risk/reward calculations.
- ▌ GCP Bq Table Management · majiayu000 bundleUse when creating BigQuery tables, implementing partitioning or clustering, managing table schemas, or optimizing table structure. Covers time-based partitioning, range partitioning, clustering strategies, DDL commands, and table configuration.
- ▌ GCP Gke Troubleshooting · majiayu000 bundleSystematically diagnoses and resolves common GKE issues including pod failures, networking problems, database connection errors, and Pub/Sub issues. Use when pods are stuck in Pending, CrashLoopBackOff, ImagePullBackOff, experiencing DNS failures, Cloud SQL connection timeouts, or Pub/Sub message processing problems. Provides systematic debugging workflows and solution patterns for Spring Boot applications.
- ▌ Gd Thermite Integration · majiayu000 bundleIntegration with thermite-design skill for structured game design sessions. Use when user mentions thermite, design session, creative team, retreat, running GDD creation sessions, generating design artifacts, updating decision logs, simulating creative team discussions, validating against design pillars, or brainstorming new features.
- ▌ Gemini Codebase Onboard · majiayu000 bundleUse Gemini CLI's 1M token context to understand entire codebases in one pass. Full architecture mapping, pattern discovery, and onboarding documentation.
- ▌ Generate Demo Artifacts · majiayu000 bundleGenerate the comprehensive demo markdown artifacts from the current codebase. Use before UAT to ensure test artifacts reflect the latest code.
- ▌ Generate Pr Description · majiayu000 bundleGenerate a structured PR description from the diff. Fetches the diff, analyzes changes, and optionally applies the description.
- ▌ Generating Test Doubles · majiayu000 bundleGenerate mocks, stubs, spies, and fakes for dependency isolation. Use when creating mocks, stubs, or test isolation fixtures. Trigger with phrases like "generate mocks", "create test doubles", or "setup stubs".
- ▌ Generating Test Reports · majiayu000 bundleGenerate comprehensive test reports with metrics, coverage, and visualizations. Use when performing specialized testing. Trigger with phrases like "generate test report", "create test documentation", or "show test metrics".
- ▌ Gesttione Design System · majiayu000 bundleExpert in Gesttione Design System with deep knowledge of brand colors, metric tokens, typography, and component patterns. **ALWAYS use for Gesttione projects when applying brand colors, creating metric visualizations, or building dashboard components.** Use when user needs Gesttione-specific styling, metric visualizations, dashboard components, or brand-compliant UI. Examples - "create revenue metric card", "use Gesttione brand colors", "design dashboard with metrics", "apply brand identity", "create metric visualization".
- ▌ Gh Commenting On Issues · majiayu000 bundleAdds a comment to a GitHub issue. Use to provide updates, ask questions, or link related work.
- ▌ Gh Reply Review Comment · majiayu000 bundleReply to PR review comments using the correct GitHub API endpoint. Use when responding to inline code review feedback (not gh pr comment).
- ▌ Git Commit Conventional · majiayu000 bundleGenerate conventional commit messages with strict formatting rules
- ▌ Git Incremental Commits · majiayu000 bundleCreate small, incremental Git commits from uncommitted changes using Conventional Commits. Use when asked to review git status and split changes into small commits (by file or chunk), especially when dependency changes require lockfiles, and to finish with a clean working tree.
- ▌ Git Repository Workflow · majiayu000 bundleProvides Git repository workflow guidelines including branch management, testing practices (TDD), Docker environment handling, and PR workflow. Use this skill when implementing features, fixing bugs, or making any code changes in a Git repository.
- ▌ Git Workflow Management · majiayu000 bundleAutomate frequent Git operations including adding changes, committing with meaningful messages, and pushing to remote repositories. Use when you need to save progress, commit code changes, or maintain regular version control workflow with proper commit practices.
- ▌ Git Workflow Specialist · majiayu000 bundleGit expert covering branching strategies, collaboration, conflict resolution, and best practices
- ▌ Github AI Features 2025 · majiayu000 bundleGitHub AI-powered security and automation features for 2025
- ▌ Github Discussion Query · majiayu000 bundleQuery GitHub discussions efficiently with jq argument support for filtering
- ▌ Github Initiative Pulse · majiayu000 bundleTurns tracker data and GitHub board metadata into initiative-level summaries. Provides markdown helpers and CSV exports for pasting into issues, PRs, or Discussions.
- ▌ Github Issue Dependency · majiayu000 bundleGitHub Issue間の依存関係(Is blocking / Blocked by)を設定・取得するためのAPI操作を提供
- ▌ Github Issues From Spec · majiayu000 bundleThis skill transforms feature specifications, requirements documents, or plans into well-structured GitHub issues. It chunks large features into small, testable issues, creates them via gh CLI, and adds them to the appropriate GitHub project with labels. Use when converting specs to actionable issues.
- ▌ Github MCP Orchestrator · majiayu000 bundleAutomatically converts user requests into well-structured GitHub issues. Triggers on requests to "create issues", "turn this into tasks", "break this down", "create a backlog", "epic", "PRD to issues", "file issues for this", or similar task decomposition language.
- ▌ Gitlab Address Comments · majiayu000 bundleHelp address review/issue comments on the open GitLab MR for the current branch using glab CLI. Use when the user wants help addressing review/issue comments on an open GitLab MR
- ▌ Glif Integration Expert · majiayu000 bundleIntegrate Glif into apps, Discord bots, and web projects. Use when building Glif-powered features.
- ▌ Gmacko Dev Feature Plan · majiayu000 bundleUse when (1) breaking down a feature request into implementable tasks, (2) creating a detailed feature specification, (3) preparing work for development. Generates feature plans with acceptance criteria and task breakdown.
- ▌ Gmacko Dev Issue Create · majiayu000 bundleUse when (1) creating GitHub issues from feature plans or bug reports, (2) documenting bugs found during development, (3) managing the project backlog. Creates well-structured GitHub issues with templates and labels.
- ▌ Godot Extract Resources · majiayu000 bundleUse when Godot code has hardcoded game data in const arrays, dictionaries, or embedded values. Detects inline data like enemy stats, item definitions, level configurations. Automatically extracts to .tres resource files, making data visible in editor, easily modifiable, and supports data-driven design.
- ▌ Godot Extract To Scenes · majiayu000 bundleUse when building Godot features and your code creates nodes with .new() instead of using scenes. Detects Timer.new(), Area2D.new(), Sprite2D.new() and other code-created objects. Automatically generates .tscn scene files, updates parent scripts with @onready references, and creates reusable component library.
- ▌ Godot Setup Audio Buses · majiayu000 bundleUse when configuring audio bus hierarchies in Godot, setting up AudioStreamPlayer pooling for performance, implementing 3D spatial audio, adding audio effect chains like reverb and EQ, or creating music crossfade systems. Provides complete audio architecture patterns for games with multiple audio categories and dynamic mixing.
- ▌ Godot Setup Multiplayer · majiayu000 bundleUse when building multiplayer games in Godot 4.x that require networked gameplay, player synchronization, or RPC communication. Sets up the new High-Level Multiplayer API with MultiplayerSpawner, MultiplayerSynchronizer, and @rpc annotations.
- ▌ Google Drive Management · majiayu000 bundleManages Google Drive files and folders through the Drive API. Search for files, read content, create and update documents, organize folders, manage permissions, and sync files. Use when working with Google Drive, uploading/downloading files, searching Drive content, or managing Drive organization.