Git & Version Control

Implement speech-to-text (ASR/automatic speech recognition) capabilities using the z-ai-web-dev-sdk. Use this skill when the user needs to transcribe audio files, convert speech to text, build voice input features, or process audio recordings. Supports base64 encoded audio files and returns accurate text transcriptions.

Technology-agnostic version management system with Git tags as source of truth

Execute a complete TDD cycle (RED → GREEN → REFACTOR) for one test. Orchestrates the full workflow from writing a failing test through implementation and refactoring to commit.

Create and manage UV-based Python projects with sensible defaults, flexible folder structures (flat or src/), and optional code quality standards (Ruff, Mypy, pytest). Supports APIs, libraries, scripts, and services.

Automate git operations including commits, branches, stashing, merging, and rebasing with intelligent conventional commit messages and safety checks. Use when user mentions git, commit, push, pull, branch, stash, merge, or rebase.

Interpretive guidance for Prettier code formatting across multiple file types (JS/TS, YAML, JSON, CSS, HTML). Use when configuring Prettier, troubleshooting formatting issues, or understanding tool selection for these file types.

Generate comprehensive implementation plans using Specification-Driven Development (SDD)methodology. Use when creating technical design, implementation roadmap, or executingthe /plan command.This skill orchestrates the plan-template.md execution flow, generating research, datamodels, API contracts, and test scenarios. It validates constitutional compliance(Library-First, Test-First, Contract-First) and prepares for task generation.Triggered by: /plan command, user request for "implementation plan", "technical design","how to implement", or "design this feature".

GitFlow automation and PR policy enforcement for MoAI-ADK workflows.

Runs a complete phase workflow: audit existing work, fill gaps, run tests, verify acceptance criteria, and report readiness for next phase. Use when user asks to run or complete a project phase.

Generate strategic analysis for competition entries and auto-persist to GitHub issue. Identifies winning tone, themes, and angles based on sponsor type and brand voice.

Reference and maintain documentation of the project's technical stack including frameworks, languages, databases, testing tools, and third-party services. Use this skill when choosing technologies for implementation, adding new dependencies or libraries, setting up project infrastructure, configuring build tools and package managers, integrating third-party services (authentication, email, monitoring), selecting appropriate frameworks for features, ensuring consistency with existing technology choices, documenting technology decisions, reviewing technology compatibility, or onboarding team members to the tech stack. Apply this skill when making technology decisions, adding new tools or services, documenting the stack, or ensuring new code aligns with the project's established technical architecture.

Use when implementing new features. Enforces TDD workflow - write tests FIRST, then implementation. Ensures AAA pattern, proper coverage, and quality test design.

Complete product launch workflow coordinating 15+ specialist agents across research, development, marketing, sales, and operations. Uses sequential and parallel orchestration for 10-week launch timeline.

Create or switch to feature branches with proper naming conventions. Use when user wants to start working on a new feature, start a feature. Generates feature/branch-name patterns from descriptions, checks existence, and creates/switches accordingly.

Generate high-quality, "All-Star" README files for open-source repositories. Use this skill when a user asks to create, update, or improve a README.md file for their project.

Deploy containerized web applications to any Linux server using Kamal. Use when users need to deploy, configure, debug, or manage Kamal deployments including initial setup, configuration of deploy.yml, deployment workflows, rollbacks, managing accessories (databases, Redis), troubleshooting deployment issues, or understanding Kamal commands and best practices.

Git best practices for commits, merges, and collaboration. Use when writing commit messages, deciding between merge/rebase, handling merge conflicts, or following git workflows.

Find and understand project configuration files. Discovers build configs, dependencies, env vars, CI/CD, and tool settings without reading full files.

Generate clear Conventional Commit messages from git diffs; use when writing commits, reviewing staged work, or when the user requests a commit.

BANKSY spatial transcriptomics analysis tool - complete documentation with notebooks and source code