produce

Create isolated git worktrees and branches for each sprint task.

Updated Aug 27, 2026

Search Tags:#automation #git #production #orchestration #worktree #backlog #sprint

Ready to run

npx skills add https://github.com/tjisousa/gensem --skill produce-tjisousa

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: produce
Source: https://github.com/tjisousa/gensem/tree/main/gse-one/plugin/skills/produce
Command: npx skills add https://github.com/tjisousa/gensem --skill produce-tjisousa

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Production teams often struggle with isolating work, tracking per-task changes, and enforcing governance during the production phase. This skill automates end-to-end production by creating separate worktrees and branches for each task, enabling clean experimentation and auditable history.

Core Features & Use Cases

Isolated per-task worktrees to prevent cross-contamination between tasks
Automatic branch/worktree creation aligned with sprint structure
Integrated with backlog and sprint docs for traceability and governance
Gate-guardrails and design reviews as part of the production flow

Quick Start

Trigger production with /gse:produce against the current sprint backlog to execute the next pending task in isolation.

Frequently Asked Questions about produce

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

FAQPage Schema

How do I isolate git worktrees for individual sprint tasks in production?▼

You can isolate per-task production by automating the creation of a separate git worktree and feature branch for each task in your current sprint. This prevents cross-contamination and ensures a clean, auditable history for every change.

How does automated production orchestration handle backlog traceability?▼

Automated production orchestration logs task changes directly in backlog.yaml and .gse artifacts. This coordinates requirements, design, testing, and release steps while maintaining traceable governance records for your project.

What is the best way to enforce guardrails during software production?▼

The best way to enforce guardrails during software production is to integrate gate-guardrails and design reviews directly into the automated workflow. This ensures governance checks occur naturally as part of the production flow rather than as manual steps.

Do I need GSE-One to automate task branches and worktrees?▼

Yes, this automation applies specifically to software engineering projects managed in GSE-One. It coordinates the backlog, sprint structure, and per-task git worktrees to execute pending tasks in isolation.

How do I trigger automated production for the next pending sprint task?▼

You trigger automated production by running the /gse:produce command against your current sprint backlog. This automatically executes the next pending task in an isolated worktree with full governance and traceability.