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    ai-dev-group

    by Roy Yuen

    A universal, multi-role AI engineering team for autonomous planning, implementation, and rigorous code review.

    Updated Jun 2026
    94 views
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    $8

    · or 40 credits

    30-day refund guarantee

    Secure checkout via Stripe

    Also available in a bundle

    Mesh flow and dev group bundle

    6 skills · $20

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    Included in download

    • Coordinate complex full-stack features using a role-based routing system
    • Perform rigorous security audits and vulnerability verification on PRs
    • Ready for Codex CLI
    • Includes example output and usage patterns
    • Instant install

    Sample input

    We need to migrate our database to PostgreSQL. Plan the strategy, execute the migration scripts, and perform a full validation for race conditions.

    Sample output

    [Router] Task: Migration to PostgreSQL. [Planner] Strategy: Schema mapping & data integrity checks. [Implementer] Applying P9 strategy: Executing 4 migration scripts. [Critic] Validation: Check for race conditions... Passed. [Status] Migration complete with closure discipline.

    About This Skill

    What it does

    AI Dev Group is a universal, role-based engine that transforms your AI agent into a full-scale engineering department. Instead of a single generalist model trying to handle everything, this skill suite utilizes a coordinated router to dispatch tasks to specialized roles including planners, implementers, critics, and researchers.

    Why use this skill

    Standard LLM prompting often fails on complex tasks due to lack of focus. AI Dev Group overcomes this by maintaining discrete operational modes (P7/P9/P10) ranging from bounded execution to high-level strategic thinking. It enforces strict "closure discipline" and fact-driven execution, ensuring that work isn't just started, but verified and completed to production standards. It's built for developers who need more than a autocomplete—they need a team that can handle migrations, security audits, and architectural shifts.

    Supported domains

    • System Architecture & Planning
    • Database Schema Review & Optimization
    • Frontend Component Design
    • Vulnerability Verification & Security
    • Complex Refactoring and Legacy Migrations
    • New Developer Onboarding & Documentation

    Use Cases

    • Coordinate complex full-stack features using a role-based routing system
    • Perform rigorous security audits and vulnerability verification on PRs
    • Execute large-scale codebase migrations with structured planning (P9/P10)
    • Automate dev onboarding by generating comprehensive mental models of repo architecture

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    Security Scanned

    Passed automated security review

    Permissions

    No special permissions declared or detected

    Tags

    architecture
    autonomous-agents
    devops
    security
    software-engineering

    Codex CLI, OpenCode, and SKILL.md-compatible agents.

    Creator

    Roy Yuen

    Frequently Asked Questions

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