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A comprehensive collection of Agent Skills for software engineering, database operations, and productivity automation. Use when building, optimizing, or debugging software systems with AI assistance.

Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name m-skills-collection
description A comprehensive collection of Agent Skills for software engineering, database operations, and productivity automation. Use when building, optimizing, or debugging software systems with AI assistance.

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:

  1. Development Quality: Skills for writing, reviewing, and testing code (code-review, refactor-suggest, api-test-gen)

  2. Data Operations: Skills for database queries and data extraction (database-query-guide, maximo-helper, ax-dynamics-helper, sql-analyzer, fabric-helper, chrome-data-extract)

  3. 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:

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