Does it require specific environment management?

Yes, it prefers running each task version in an isolated worktree or workspace to prevent file conflicts and ensure a clean environment for validation.

Can I receive updates on my phone?

Yes, it includes integration with the Telegram MCP to send final reports and artifacts directly to a Telegram bot for easy remote monitoring.

Where does it store logs and audit trails?

It maintains an ORCH_RUN.md file within the target repository containing the original prompt, exact commands executed, iteration counts, and job IDs.

What is the primary purpose of the KB Orchestrator Workflow?

It is designed to make AI-driven development tasks reproducible and verifiable by organizing them into clear stages: setup, execution, testing, code review, and final reporting.

How does it handle UI testing?

The workflow utilizes Playwright MCP to navigate URLs, take snapshots, and check console logs or network requests to ensure web applications behave as expected.

KB Orchestrator Workflow

Name: KB Orchestrator Workflow
Author: kvcop

bykvcop

0•

Deployment & DevOps

Orchestrates structured development cycles using isolated environments, multi-stage validation, and integrated UI testing.

The KB Orchestrator Workflow provides a comprehensive, orchestrator-first approach for managing the entire lifecycle of software changes. It streamlines the process of setting up target repositories, running validation jobs in isolated worktrees, performing structured code reviews, and verifying frontend behavior via Playwright. By enforcing a standardized pipeline of research, execution, testing, and fixing, this skill ensures every change is reproducible, audited via detailed logs, and verified against defined Definition of Done (DoD) criteria.

Key Features

01Multi-stage pipeline management including Research, Test, Review, and Fix

02Isolated task execution using dedicated workspaces and worktrees

03Remote reporting and artifact delivery via Telegram MCP integration

04Comprehensive audit trails maintained in persistent ORCH_RUN.md files

05Automated UI verification and snapshotting via Playwright MCP integration

060 GitHub stars

Use Cases

01Maintaining a rigorous audit trail for AI-generated contributions in professional repositories

02Executing complex code transformations that require multi-step validation and iteration

03Automating the end-to-end verification of frontend features in a headless browser environment

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add kvcop/ai-kb-assistant kb-orchestrator-workflow

For use in Claude.ai and ChatGPT

Download Skill