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Decompose Feature into Atomic Specs
Development
Break a feature brief into atomic specs — small, testable, independently executable units.
Meeting Notes to Actions
Business & Administration
Converts raw meeting notes into concrete action items with owners, deadlines, and priorities.
Future Works Analysis
Data & AI
Future-works analysis skill with two modes: audit one manuscript's future works section or mine a corpus for stated open problems and synthesize a prioritized research opportunity list.
ADR (Architecture Decision Records)
Documentation
Creates and maintains Architecture Decision Records (ADRs) in docs/decisions/ using the MADR format. Supports creating, listing, updating, superseding, and searching ADRs.
Git Worktree Creator
Development
Creates isolated git worktrees with separate Next.js dev servers on unique ports (9653 + offset). Use it when you need to work on multiple branches simultaneously or run parallel instances in isolated environments.
Mosaic UI for WPF - Control Overview
Development
Overview of all Mosaic UI for WPF controls. Use when implementing a control, looking up properties/events, or choosing the right control for a UI requirement.
Feature Discovery Interview
Documentation
Runs an in-depth feature-discovery interview that explores, challenges, and documents a new feature before planning.
Humanize Chinese Writing: Best Practice
Content
Removes AI traces from Chinese writing, preserving facts, terms, and author voice. Supports multiple scenarios like chat, reports, docs, etc.
Implementation Plan Orchestration
Development
Orchestrates the execution of an implementation plan by delegating all coding tasks to specialized agents. Useful for coordinating agent teams on complex projects while respecting task dependencies and maximizing parallel execution.
GreenForge
Development
A generic skill for AI agents, to be used in various development contexts.
API Change Shortcut
Development
Alias of aid-change-api that runs a full API change workflow with graded gates and final approval halt.
CI
DevOps
Diagnoses and fixes CI failures and re-runs GitHub Actions jobs.