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Code Explainer
Development
Provides plain-English explanations of code, breaking down logic into simple steps and analogies. Helps developers quickly understand unfamiliar code or review their own work.
Implement Decisions
Development
Implements one or more proposed decisions by making code changes, adding @decision annotations, and updating decision records. Useful for turning planned decisions into actual code modifications while following project practices and conventions.
Employee Onboarding Checklist
HR & Recruiting
Create comprehensive onboarding checklists for new hires covering tools, access, training, and cultural integration.
Workspace Initialization
Development
Initializes a new workspace configuration for managing multiple related projects. It interactively collects project details, auto-detects existing local repositories, and optionally integrates with GitHub MCP to fetch repositories automatically. Useful when a user wants to create or import a workspace for a multi-repo environment.
SDD Commit & PR Guidelines
Development
This skill guides the creation of structured commit messages following Conventional Commits and provides a pull request template. It helps maintain consistent project history and clear documentation of changes. Use it when committing code or creating PRs to ensure all changes are properly described.
List project documents
Documentation
Lists all indexed project documents from the MAGS system. Displays them in a grouped tree structure with path and brief description. Useful for quickly browsing project documentation and identifying document locations.
Open Source Best Practices
Development
Validates and prepares a GitHub project for open source release by cleaning the Git history of secrets and sensitive data, and ensuring essential legal, governance, and documentation foundations are in place. Helps when making a private repo public or hardening an existing public repository.
AI Text Humanizer (Chinese)
Content
Removes AI-generated traces from text to make it sound more natural and human-like. Detects and fixes common AI patterns including promotional language, clichés, excessive dashes, and stereotyped formulas.
Tech Lead / Orchestrator
Development
Coordinates complex projects by breaking them into phases (design, architecture, implementation, verification, deployment) and invoking specialized skills for each phase. Ideal for full-stack features or multi-skill workflows.
Create MCP Eval
Testing
Create or modify evaluation configurations for MCP Servers. This skill guides the creation of eval YAML files, task definitions, MCP config, and agent files, and provides commands to run the evaluations using mcpchecker. Particularly useful when testing MCP server functionality through automated task assertions.
Mandatory TDD/BDD Testing Strategy
Testing
Enforces a TDD/BDD testing strategy using describe/it syntax, requiring tests to be written before code and coverage ≥80%. Helps maintain code reliability and catch regressions by running tests locally before every commit.
Claude Code Plugin Scaffolder
Development
Creates complete Claude Code plugin structures with directories, manifest, and documentation. Automatically generates plugin.json and organized structure for plugin distribution.