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siftcoder-workflow

Orchestrate Planner, Coder, QA Reviewer, and QA Fixer agents through feature delivery.

2|Updated Apr 30, 2026
Search Tags:#automation#workflow#planning#qa#multi-agent#orchestration#coding
One-click install
npx skills add https://github.com/ialameh/sift-coder --skill siftcoder-workflow
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: siftcoder-workflow
Source: https://github.com/ialameh/sift-coder/tree/main/skills/siftcoder-workflow
Command: npx skills add https://github.com/ialameh/sift-coder --skill siftcoder-workflow

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables autonomous, end-to-end feature delivery by coordinating a team of specialized AI agents to plan, implement, review, and refine software features without constant human intervention.

Core Features & Use Cases

  • End-to-end orchestration across Planner, Coder, QA Reviewer, and QA Fixer, with clear handoffs, state transitions, and auto-continuation.
  • Robust error handling, state persistence, and checkpoints to enable pausable and resumable workflows.
  • Optional cloud and knowledge-store integration to share learnings, guardrails, and patterns across projects.

Quick Start

Trigger the siftcoder workflow to autonomously plan, code, review, and fix a new feature from planning through QA completion.

Frequently Asked Questions about siftcoder-workflow

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

FAQPage Schema
How do I automate feature delivery with multi-agent orchestration?▼

Multi-agent orchestration automates feature delivery by coordinating specialized AI agents across planning, coding, QA review, and fixing stages with clear handoffs and auto-continuation without constant human intervention.

What is the best way to coordinate a coding and QA review pipeline?▼

The best way to coordinate a coding and QA pipeline is using an orchestrated workflow that manages state transitions, checkpoints, and handoffs between a Coder, QA Reviewer, and QA Fixer for autonomous end-to-end refinement.

Can I pause and resume an automated coding workflow across state transitions?▼

Yes, you can pause and resume automated coding workflows. The orchestration supports state persistence and checkpoints, enabling pausable and resumable workflows across feature delivery stages.

How does a multi-agent workflow handle error handling and state persistence?▼

A multi-agent workflow handles errors through robust error handling and state persistence. It captures context, enforces safety, and records outcomes in logs and knowledge stores for traceability and reuse.

Do I need cloud integration to share learnings across multi-agent coding workflows?▼

Cloud integration is optional. The workflow supports optional cloud and knowledge-store integration to share learnings, guardrails, and patterns across multiple projects.

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