skills.rest
Atlas-Memory-Framework
Atlas-Memory-FrameworkOFFICIAL
Explore all skills by this author →
GitHub

local-automation-runtime-operate

Queue eligible GitHub issues and run bounded automation cycles with gated review and validation.

1|Updated Jan 22, 2026
Search Tags:#github#validation#repair#review gates#local operations#issue-to-pr#automation runtime
One-click install
npx skills add https://github.com/Atlas-Memory-Framework/AtlasMemory-Tools --skill local-automation-runtime-operate
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: local-automation-runtime-operate
Source: https://github.com/Atlas-Memory-Framework/AtlasMemory-Tools/tree/main/.cursor/skills/local-automation-runtime-operate
Command: npx skills add https://github.com/Atlas-Memory-Framework/AtlasMemory-Tools --skill local-automation-runtime-operate

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you operate the local GitHub issue-to-PR automation runtime safely and repeatably, including queueing eligible work, running bounded/unattended cycles, and applying review/validation/repair/finalization steps.

Core Features & Use Cases

  • Queue and dispatch control: Refreshes repo/project state, previews queue eligibility, audits manual/dependency-gated items, then queues approved work with optional publishing.
  • Bounded and unattended execution: Runs single bounded cycles for inspection and unattended cycles once the lane is stable, with dispatch limits and post-cycle summaries.
  • Review, validate, repair, and finalize gates: Performs semantic review and local/deployed validation, repairs PRs when appropriate, and finalizes only after required checks and review approval.

Quick Start

Ask an AI operator to run local-automation-runtime-operate from your installed runtime directory to refresh state, preview eligibility, queue approved items for a target repo, then execute one bounded cycle.

Frequently Asked Questions about local-automation-runtime-operate

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

FAQPage Schema
How do I automate GitHub issue-to-PR workflows locally with review gates?▼

You can automate GitHub issue-to-PR workflows locally by queueing eligible items and running bounded execution cycles with enforced review, validation, and repair gates before finalizing pull requests.

How do I queue and dispatch approved work for GitHub automation runtime cycles?▼

To queue and dispatch approved work, refresh the repo/project state, preview queue eligibility, audit dependency-gated items, then execute bounded or unattended automation runtime cycles with dispatch limits.

Can I run unattended GitHub PR automation cycles with validation and repair?▼

Yes, you can run unattended PR automation cycles once your execution lane is stable, applying local and deployed validation, repairing PRs when appropriate, and finalizing after required checks pass.

What's the best way to manage PR lifecycle and merge guardrails in local automation?▼

Manage PR lifecycles by enforcing dispatch, merge, and close guardrails through helper scripts, producing structured summaries of queued items, PR outcomes, validations, repairs, and remaining blockers.

How does local issue-to-PR automation handle dependency-audited dispatch decisions?▼

Local issue-to-PR automation handles dependency-audited dispatch by refreshing state from repos.txt or projects.txt inputs, auditing manual and dependency-gated items, and queueing only approved work for execution.

Why use bounded execution cycles for inspecting GitHub PR automation?▼

Bounded execution cycles allow you to safely inspect a single automation run, apply semantic review and validation gates, and generate post-cycle summaries before committing to unattended execution.

Related Skills

Explore More Software Engineering Skills→
feliperybafeliperyba
1

pm-organization-task-selection

Prioritize and assign PRD tasks from prd.json and prd_backlog.json with dependency validation.

Community
Advanced
dbc-oduffydbc-oduffy
5

review-code

Route code diffs to review workflows and triage reviewer findings.

Community
Advanced
fmbetancourtfmbetancourt

speckit-plan

Generate research documents, data models, and interface contracts for spec-driven development.

Community
Advanced
ClearMeasureLabsClearMeasureLabs
3

ai-factory-executor

Orchestrate GitHub issue implementation via isolated subagents for cloning, branching, and PR submission.

Official
Advanced