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fridrichmrtn
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dev

Orchestrate task execution in a per-invocation git worktree with planning, implementation, testing, and review.

Updated May 10, 2026
Search Tags:#planning#testing#implementation#multi-agent#orchestration#healing#git-worktree
One-click install
npx skills add https://github.com/fridrichmrtn/probable-goose-machine --skill dev-fridrichmrtn
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: dev
Source: https://github.com/fridrichmrtn/probable-goose-machine/tree/main/.claude/skills/dev
Command: npx skills add https://github.com/fridrichmrtn/probable-goose-machine --skill dev-fridrichmrtn

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Orchestrates end-to-end task execution by isolating work in a per-invocation git worktree, planning, implementing, testing, and coordinating parallel reviews, then healing and reporting.

Core Features & Use Cases

  • Create a per-invocation git worktree and derive a plan to implement a given task.
  • Run deterministic checks, multi-agent reviews (ai-ml-engineer, ux-engineer, product-owner, hiring-manager, qa-engineer), and automatic healing to surface a final report.
  • Supports human or subagent invocations and remains stack-agnostic to adapt across Python/JS/UI stacks.

Quick Start

Provide a task description to /dev and it will orchestrate a per-invocation worktree, plan, implement, test, review, and heal to deliver a final report.

Frequently Asked Questions about dev

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I orchestrate end-to-end task execution with multi-agent coordination?▼

End-to-end task orchestration isolates work in a per-invocation git worktree, then plans, implements, tests, and coordinates parallel reviews across multiple agents before healing and reporting.

What is automatic healing in a multi-agent orchestration workflow?▼

Automatic healing in multi-agent orchestration detects issues surfaced by deterministic checks and subagent reviews, then applies corrections to produce a final auditable report.

How do I isolate development tasks using git worktree for parallel reviews?▼

Git worktree isolation creates a separate working directory per invocation, enabling multi-agent reviews by roles like qa-engineer and ux-engineer without affecting the main branch.

Can I use multi-agent orchestration across different tech stacks like Python and JavaScript?▼

Multi-agent orchestration is stack-agnostic, adapting to Python, JavaScript, and UI stacks to execute phase-driven planning, deterministic checks, and cross-functional task delivery.

How do I manage backlog and cleanup steps in a phase-driven task workflow?▼

Phase-driven task workflows manage backlog and cleanup by deriving a structured plan before implementation, applying live checks, and ensuring auditable final reporting upon completion.

When should I use automatic healing for complex cross-functional tasks?▼

Automatic healing suits complex cross-functional tasks requiring multi-agent coordination, applying corrections after deterministic checks and parallel reviews surface failures.

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