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enhance-workflow

Run determinism checks, domain classification, multi-agent roundtable discovery, and QA validation on project ideas.

Updated May 6, 2025
Search Tags:#multi-agent orchestration#workflow enhancement#domain classification#qa validation#epic generation#determinism analysis
One-click install
npx skills add https://github.com/rodrigo-altissimo/qiartificial --skill enhance-workflow
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: enhance-workflow
Source: https://github.com/rodrigo-altissimo/qiartificial/tree/main/.claude/skills/enhance-workflow
Command: npx skills add https://github.com/rodrigo-altissimo/qiartificial --skill enhance-workflow

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill turns vague enhancement requests into a structured, multi-step workflow that selects the right domain expertise, improves the output quality, and validates results with an explicit QA gate.

Core Features & Use Cases

  • Pre-flight + Determinism Analysis: Classifies enhancement type and decides whether a direct deterministic fix is possible or a full pipeline is required.
  • Dynamic Domain Roundtable: Detects project domain and runs a parallel expert roundtable with domain-specific agents, then consolidates results.
  • QA Validation Gate: Reviews the generated Epic against a checklist (structure, stories, acceptance criteria, risks) and retries the PM step when needed.

Quick Start

Invoke enhance-workflow to analyze your request, select the correct domain roundtable, generate an Epic, and validate it with QA.

Frequently Asked Questions about enhance-workflow

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

FAQPage Schema
How do I turn a vague project enhancement request into structured Epics with acceptance criteria?▼

Multi-agent orchestration transforms vague project ideas into structured Epics by running determinism checks, classifying the domain, and executing a parallel expert roundtable. A QA validation gate then reviews the generated Epic for structure, stories, and acceptance criteria before delivering.

What is multi-agent roundtable discovery and how does it improve workflow enhancement?▼

Multi-agent roundtable discovery detects the project domain and runs parallel domain-specific expert agents to consolidate diverse perspectives. This ensures generated Epics for code refactors, feature additions, or UX improvements capture comprehensive domain expertise and validated requirements.

Can I use this workflow for cross-domain enhancements like marketing copy and ops process creation?▼

Yes, this workflow applies to cross-domain enhancements like marketing copy, ops process creation, UX improvements, and code refactors. It dynamically detects the project domain and selects the appropriate domain roundtable agents to generate tailored Epics.

How does determinism analysis decide between a direct fix and a full pipeline for feature additions?▼

Determinism analysis runs pre-flight checks to classify the enhancement type and decide whether a direct deterministic fix is possible or if a full multi-agent pipeline is required. This ensures simple tasks bypass complex orchestration while feature additions receive full domain classification.

What happens when a generated Epic fails the QA validation gate?▼

When a generated Epic fails the QA validation gate, the system retries the PM step. The QA gate reviews the Epic against a checklist for structure, stories, acceptance criteria, and risks, assigning PASS, CONCERNS, or FAIL statuses before final delivery.

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