majiayu000 M Skills Collection
This collection provides structured guidance for software engineering, database operations, browser automation, and development productivity through specialized agent skills.
When to Activate
Activate these skills when:
- Reviewing or writing code
- Querying enterprise databases (Maximo, AX, Fabric)
- Automating git workflows and CI/CD
- Generating tests or documentation
- Planning implementations or architectural decisions
- Extracting data from web pages
- Managing context across IDE sessions
Skill Map
Code Quality & Development
Code Review (code-review)
Expert code review covering security, performance, maintainability, and language-specific best practices. Ensures high-quality output through systematic verification.
Refactor Suggest (refactor-suggest)
Clean code advisor identifying code smells and proposing modern design patterns. Transforms technical debt into maintainable code.
API Test Generator (api-test-gen)
Generates API testing templates and patterns for REST APIs including unit tests, integration tests, and framework-specific patterns.
Git & Version Control
Git Smart Commit (git-smart-commit)
Generates conventional commit messages by analyzing staged changes. Ensures consistent git history following conventional commits specification.
PR Summary (pr-summary)
Creates comprehensive Pull Request summaries giving reviewers all context needed for efficient review and approval.
Daily Standup (daily-standup)
Generates concise standup reports from git activity and GitHub PRs. Synthesizes accomplishments, plans, and blockers.
Database Operations
Database Query Guide (database-query-guide)
Comprehensive MSSQL server routing and query best practices. Ensures correct server selection and prevents data fabrication.
Maximo Helper (maximo-helper)
Maximo database templates for work orders, assets, inventory, and labor. Includes mandatory site filtering.
AX Dynamics Helper (ax-dynamics-helper)
Dynamics AX templates for ERP data including financials, inventory, sales, and purchasing with DATAAREAID filtering.
SQL Analyzer (sql-analyzer)
Advanced SQL analysis and optimization including performance recommendations, index suggestions, and anti-pattern detection.
Fabric Helper (fabric-helper)
Microsoft Fabric reference for Lakehouse and Warehouse queries including Spark SQL and Delta Lake operations.
Project Setup & DevOps
Project Scaffold (project-scaffold)
Project structure templates for Next.js, React, Node.js, and other modern frameworks with production-ready configuration.
Dockerfile Generator (dockerfile-generator)
Multi-stage Dockerfile templates optimized for security, size, and build efficiency.
GitHub Actions (github-actions)
CI/CD workflow templates for automated builds, tests, and deployments with security best practices.
Planning & Documentation
Implementation Plan (implementation-plan)
Machine-readable implementation plans with requirements, phases, tasks, and definitions of done.
ADR Generator (adr-generator)
Architectural Decision Records capturing context, rationale, and consequences of technical decisions.
Browser & Memory
Chrome Data Extract (chrome-data-extract)
Browser automation patterns for data extraction using MCP browser tools including navigation, selection, and verification.
Cipher Memory (cipher-memory)
Universal memory integration for persisting context, decisions, and learnings across IDE sessions.
Core Concepts
The collection is organized around three themes:
Development Quality: Skills for writing, reviewing, and testing code (code-review, refactor-suggest, api-test-gen)
Data Operations: Skills for database queries and data extraction (database-query-guide, maximo-helper, ax-dynamics-helper, sql-analyzer, fabric-helper, chrome-data-extract)
Workflow Automation: Skills for git, CI/CD, and productivity (git-smart-commit, pr-summary, daily-standup, github-actions, dockerfile-generator)
Practical Guidance
Each skill can be used independently or in combination. Skills reference each other through integration sections. For complex tasks, combine multiple skills:
- Feature Development: implementation-plan → code-review → api-test-gen → git-smart-commit → pr-summary
- Database Analysis: database-query-guide → maximo-helper/ax-dynamics-helper → sql-analyzer
- Project Setup: project-scaffold → dockerfile-generator → github-actions
Integration
All skills integrate with Cipher Memory for cross-session persistence. Skills within the same domain (database, git, code) reference each other for comprehensive coverage.
References
Internal skills in this collection:
- code-review
- git-smart-commit
- database-query-guide
- maximo-helper
- ax-dynamics-helper
- sql-analyzer
- fabric-helper
- api-test-gen
- pr-summary
- daily-standup
- refactor-suggest
- chrome-data-extract
- cipher-memory
- project-scaffold
- dockerfile-generator
- github-actions
- implementation-plan
- adr-generator
External resources:
- Agent Skills for Context Engineering repository
- MCP Gateway documentation
- Claude Code documentation
Skill Metadata
Created: 2025-12-19 Last Updated: 2025-12-22 Author: Abdullah Version: 2.0.0