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Quick Git Ship
Development
Quickly add, commit, and push changes to the current branch.
Commit code with optional checking
Development
Analyzes current changes, optionally runs checks (lint, build, test) before committing. Creates a new feature branch if on main, stages relevant files, and writes a conventional commit message. Useful when you want to ensure code quality before committing or need to quickly commit changes to a new branch.
App Mockup Generation
Development
Generates a static visual mockup of an app screen based on a design system defined in DESIGN.md.
Geo-Infer Geospatial Active Inference Framework
Data & AI
Python framework with 44 modules for geospatial analysis, active inference, and Bayesian modeling across domains.
Project Management and Tracking
Productivity
Manage and drive forward ongoing projects tracked in projects/ directory, with gene annotation focus. Includes status updates, deep research, and PR creation when requested.
Grill Me
Development
Interview the user relentlessly about a plan or design until reaching shared understanding. Resolves each branch of the decision tree one by one.
Management Thinking Advisor
Productivity
A comprehensive management decision advisor based on 518 classic management thinking models, covering ten dimensions including strategy, organization, talent, leadership, motivation, decision-making, communication, marketing, innovation, and risk control. Provides scenario-driven model matching and actionable recommendations.
Building Apple Clients via mac-builder
Development
Build, test, and deploy Apple clients (iOS, tvOS, macOS) from Linux using a remote Mac over SSH and XcodeBuildMCP. Covers syncing, XcodeGen, code signing, and device logs.
Canva - Design Management
Data & AI
Create, export, and manage Canva designs via the Connect API. Automate design workflows and manage brand assets programmatically.
Specification Writing with Requirements and Scenarios
Documentation
Writes specifications for changes, generating delta specs with requirements and scenarios. Uses Given/When/Then and RFC 2119 keywords to describe added, modified, or removed behavior. Helps when you need structured, testable specifications for a proposed change.
Heal SKILL.md Files
Development
Detects the active skill from conversation context, analyzes errors or outdated instructions in its SKILL.md file, proposes specific fixes with before/after diffs, and applies changes after user approval with optional git commit. Helps maintain skill definitions when they contain wrong API references or incorrect directives.
PR Creation
Development
Skill to create pull requests with template, branch detection, and change analysis.