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Killer-Skills

prepare — how to use prepare how to use prepare, what is prepare, prepare setup guide, prepare install, prepare alternative, prepare vs docker, junjo ai studio task setup, ai agent skill prepare, docker compose setup, ingestion adr docs

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

how to use prepare what is prepare prepare setup guide prepare install prepare alternative prepare vs docker
mdrideout mdrideout
[0]
[0]
Updated: 3/7/2026

↓ Quality Score

Top 5%
29
Excellent
Based on code quality & docs
Installation
SYS Universal Install (Auto-Detect)
Cursor IDE Windsurf IDE VS Code IDE
> npx killer-skills add mdrideout/junjo-ai-studio/prepare

Agent Capability Analysis

The prepare MCP Server by mdrideout is an open-source Categories.community integration for Claude and other AI agents, enabling seamless task automation and capability expansion. Optimized for how to use prepare, what is prepare, prepare setup guide.

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 MCP Server

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
Project
SKILL.md
978 B
.cursorrules
1.2 KB
package.json
240 B
Ready
UTF-8

# Tags

[No tags]
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.

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