skills.rest
wilsonkichoi
wilsonkichoiCOMMUNITY
Explore all skills by this author →
WebsiteGitHub

auto

Run the execute-review-fix-verify pipeline for a wave or milestone.

3|Updated Mar 14, 2026
Search Tags:#automation#devops#ai#pipeline#milestone#wave
One-click install
npx skills add https://github.com/wilsonkichoi/agentic_development_workflow --skill auto-wilsonkichoi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: auto
Source: https://github.com/wilsonkichoi/agentic_development_workflow/tree/main/skills/auto
Command: npx skills add https://github.com/wilsonkichoi/agentic_development_workflow --skill auto-wilsonkichoi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Manually coordinating the execute‑review‑fix‑verify workflow for each wave or milestone is error‑prone, requires repeated context loading, and demands constant human intervention. This Skill automates the entire pipeline, guaranteeing clean context isolation and artifact‑based resume so the process can run unattended.

Core Features & Use Cases

  • Orchestrates the full execute, review, fix, and verify steps for a wave or an entire milestone in a single command.
  • Ensures clean context between steps by spawning isolated agents and checking required artifacts before proceeding.
  • Use case: In a large AI‑driven software project, a developer can trigger auto milestone 2 to automatically process all waves of milestone 2, handling code execution, reviews, fixes, and merges without manual gatekeeping.

Quick Start

Say “auto milestone 2” to run the entire pipeline for milestone 2 without further input.

Frequently Asked Questions about auto

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

FAQPage Schema
How do I automate the execute-review-fix-verify pipeline for an AI software development milestone?▼

Automate the execute-review-fix-verify pipeline by triggering a single command to process all waves within a milestone, ensuring clean context isolation and artifact-based resume for fully unattended execution.

What is artifact-based resume in an automated DevOps pipeline?▼

Artifact-based resume in an automated DevOps pipeline allows the unattended execution process to check for required artifacts between isolated steps, enabling the workflow to resume without reloading context or manual intervention.

How do I run sequential task waves without manual gatekeeping in AI-driven development?▼

Run sequential task waves without manual gatekeeping by orchestrating the full execution, review, fix, and verify steps through isolated agents that guarantee clean context for each automated cycle.

Does the automated AI pipeline support clean context isolation between review and fix steps?▼

The automated AI pipeline supports clean context isolation by spawning isolated agents for the review and fix steps, preventing context pollution and ensuring accurate verification without human gates.

Can I process an entire milestone in a single automation command?▼

Process an entire milestone in a single automation command by triggering the pipeline to automatically handle code execution, reviews, fixes, and merges for all waves within that milestone.

Why does manual coordination of AI development waves require constant human intervention?▼

Manual coordination of AI development waves requires constant human intervention because repeated context loading and gatekeeping between execution and verification steps are error-prone without automated artifact tracking.

Related Skills

Explore More Software Engineering Skills→
9thLevelSoftware9thLevelSoftware
1

wave-executor

Execute wave-structured plans with parallel and sequential AI agent workflows.

Community
Advanced
joshsmithxrmjoshsmithxrm
5

converge

Automate gated review and repair cycles until code reaches PR-ready state.

Community
Advanced
memorysavermemorysaver

aep-workflow

Construct and manage dynamic multi-agent workflows in Claude Code.

Community
Advanced
wuv-dreamguidewuv-dreamguide

Lobster

Automate multi-step workflows with optional approval checkpoints and resume tokens.

Official
Advanced