prepare — prepare install prepare, junjo-ai-studio, community, prepare install, ide skills, junjo ai studio task setup, ai agent skill prepare, docker compose setup, ingestion adr docs, Claude Code, Cursor

v1.0.0
GitHub

About this Skill

Ideal for Development Agents requiring thorough project setup and documentation review for Junjo AI Studio tasks Prepare is a skill that allows developers to review and setup necessary documents and configurations for a Junjo AI Studio task, including README.md, AGENTS.md, and Docker setup.

Features

Reviews core documents such as README.md and AGENTS.md
Supports setup of Docker using docker-compose.yml and service Dockerfiles
Includes review of global and ingestion ADR docs in docs/adr/** and ingestion/adr/**
Enables review of detailed docs such as TESTING.md and backend/app/db_sqlite/README.md
Facilitates setup of SQLite and Alembic patterns with autouse fixtures
Streamlines review of ingestion/Docker setup

# Core Topics

mdrideout mdrideout
[0]
[0]
Updated: 3/8/2026

Agent Capability Analysis

The prepare skill by mdrideout is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance. Optimized for prepare install, junjo ai studio task setup, ai agent skill prepare.

Ideal Agent Persona

Ideal for Development Agents requiring thorough project setup and documentation review for Junjo AI Studio tasks

Core Value

Empowers agents to master ingestion ADR docs, review core documents such as README.md and AGENTS.md, and setup Docker environments with docker-compose.yml and service Dockerfiles, streamlining project initialization with protocols like Alembic and SQLite

Capabilities Granted for prepare

Reviewing global ADR docs for project architecture overview
Setting up Docker environments for ingestion tasks
Mastering ingestion ADR docs for efficient data processing

! Prerequisites & Limits

  • Requires access to Junjo AI Studio task documentation
  • Dependent on Docker and specific service Dockerfiles
  • Needs review of detailed documentation like TESTING.md and backend/app/db_sqlite/README.md
Labs Demo

Browser Sandbox Environment

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Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

prepare

Get started with Prepare, the AI agent skill that streamlines your workflow. Review core documents, setup Docker, and master ingestion ADR docs today!

SKILL.md
Readonly

Prepare for a Junjo AI Studio task

Review core documents

  1. Review README.md.
  2. Review AGENTS.md (architecture overview).
  3. Review global ADR docs in docs/adr/**.
  4. Review ingestion ADR docs in ingestion/adr/**.
  5. Review detailed docs as needed:
    • TESTING.md (contract tests, MSW integration tests, fixtures)
    • backend/app/db_sqlite/README.md (SQLite + Alembic patterns, autouse fixtures)
  6. Review docker-compose.yml and each service Dockerfile:
    • ingestion/Dockerfile
    • frontend/Dockerfile
    • backend/Dockerfile
  7. Skim .github/workflows/** to understand CI expectations (tests, proto staleness, gitleaks).

Notes

  • Do not include simulated secrets (example API keys, tokens, or credentials) in any output, including plans and comments (avoid triggering gitleaks).

Confirm readiness

  • State that you are ready to proceed.
  • Give a very short (1–3 sentence) explanation of the end-to-end data flow and functionality.

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is prepare?

Ideal for Development Agents requiring thorough project setup and documentation review for Junjo AI Studio tasks Prepare is a skill that allows developers to review and setup necessary documents and configurations for a Junjo AI Studio task, including README.md, AGENTS.md, and Docker setup.

How do I install prepare?

Run the command: npx killer-skills add mdrideout/junjo-ai-studio/prepare. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for prepare?

Key use cases include: Reviewing global ADR docs for project architecture overview, Setting up Docker environments for ingestion tasks, Mastering ingestion ADR docs for efficient data processing.

Which IDEs are compatible with prepare?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for prepare?

Requires access to Junjo AI Studio task documentation. Dependent on Docker and specific service Dockerfiles. Needs review of detailed documentation like TESTING.md and backend/app/db_sqlite/README.md.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add mdrideout/junjo-ai-studio/prepare. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use prepare immediately in the current project.

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