auto-push

Automate multi-agent batch note production in a GitHub repository.

Updated May 27, 2026

Search Tags:#automation #git #pipeline #checkpoint #rounds #note-writing #study-repo

Ready to run

npx skills add https://github.com/estelledc/study --skill auto-push-estelledc

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: auto-push
Source: https://github.com/estelledc/study/tree/main/.claude/skills/auto-push
Command: npx skills add https://github.com/estelledc/study --skill auto-push-estelledc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Automates end-to-end batch-note production for a study repository by coordinating a multi-agent workflow that writes, reviews, and finalizes notes with minimal human intervention.

Core Features & Use Cases

Automated multi-stage pipelines: orchestrates Researcher, Writer, Reviewer (three passes), and Refiner to produce consistent notes at scale.
Round scheduling and checkpointing: automatically schedules rounds, checkpoints progress, and gracefully handles stop signals to pause or resume work.
Git-backed finalization: merges finalized notes into the main branches, pushes updates, and maintains a central queue and graveyard for failures.

Quick Start

Start a new round with /auto-push and let the system run rounds automatically until a STOP_SIGNAL or completion.

Frequently Asked Questions about auto-push

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

FAQPage Schema

How do I automate batch note production in a GitHub study repository?▼

Automating batch note production in a GitHub study repository is handled by a multi-agent pipeline that writes, reviews, and finalizes notes automatically. It coordinates Researcher, Writer, three Reviewers, and Refiner stages to process dozens to hundreds of notes consistently.

How does checkpointing work for automated note-writing pipelines?▼

Checkpointing for automated note-writing pipelines works by automatically scheduling rounds and saving progress. The system gracefully handles stop signals to pause or resume work without losing completed notes during large-scale study projects.

Can I use a multi-agent workflow to generate and push hundreds of study notes automatically?▼

You can use this multi-agent workflow to generate and push hundreds of study notes automatically. It is designed for large-scale study projects, coordinating batch selection, per-slug context rendering, and git-backed finalization to merge and push updates.

What is the best way to manage review rounds for automated note generation?▼

The best way to manage review rounds for automated note generation is using a system with built-in round scheduling and locks. It coordinates three review passes and a refiner stage, maintaining a central queue and graveyard for failures.

Why does my automated pipeline stop before finishing all batch notes?▼

Your automated pipeline stops before finishing all batch notes when it encounters a STOP_SIGNAL or a failure. The system uses automatic checkpointing and a graveyard for failures to gracefully handle interruptions and allow resumption later.