skills.rest
multicam
multicamCOMMUNITY
Explore all skills by this author →
WebsiteGitHub

Refinery Agent Pattern

Transform unstructured ideas into versioned PRDs with validation hooks.

Updated Dec 18, 2025
Search Tags:#workflow#versioning#documentation#refinement#PRD#handoff#product-management
One-click install
npx skills add https://github.com/multicam/trading-views --skill refinery-agent-pattern
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Refinery Agent Pattern
Source: https://github.com/multicam/trading-views/tree/main/.claude/skills/refinery-agent
Command: npx skills add https://github.com/multicam/trading-views --skill refinery-agent-pattern

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Refinery Agent Pattern orchestrates the transformation of unstructured ideas, notes, and sketches into clean, versioned Product Requirements Documents (PRDs) that are ready for downstream agents to execute.

Core Features & Use Cases

  • PRD generation: Converts ideas into structured PRDs with sections for overview, user stories, features, dependencies, and validation.
  • Versioning & Validation: Creates versioned PRDs (prd-vN.md) and maintains a latest copy (prd-latest.md) with change summaries.
  • Workflow integration: Enables seamless handoff to Foundry, Planner, and Validator agents to drive implementation.

Quick Start

Use the Refinery Agent Pattern to convert a rough idea into a PRD by feeding a raw concept into the workflow.

Frequently Asked Questions about Refinery Agent Pattern

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

FAQPage Schema
How do I convert rough product ideas into structured PRDs?▼

The Refinery Agent Pattern transforms unstructured ideas, notes, and sketches into clean, versioned PRDs with sections for overview, user stories, features, and dependencies. It applies to early-stage ideation and produces validated documents ready for downstream execution.

What's the best way to version PRDs and track changes?▼

Versioning creates numbered PRD files (prd-vN.md) alongside a latest copy (prd-latest.md) with change summaries. This structure maintains a clear audit trail and enables seamless handoff to implementation agents like Foundry and Planner.

Can I use PRD generation to prepare documentation for product workflows?▼

Yes. The Refinery Agent Pattern handles PRD generation, versioning, and validation hooks specifically designed for workflow integration, enabling handoff from ideation through Foundry, Planner, and Validator agents in your product pipeline.

How does multi-modal input work in the refinement process?▼

The Refinery Agent Pattern accepts early-stage ideation inputs in multiple formats—notes, sketches, and unstructured ideas—and orchestrates their transformation into structured, validated PRDs with clear requirements sections.

What validation does the PRD refinement include?▼

Versioned PRDs include integrated validation hooks that ensure structured output meets requirements before handoff. These hooks support downstream agent execution in product planning and implementation workflows.

Related Skills

Explore More Product & Management Skills→
wpsnotewpsnote
162

class-note-builder

Organize raw learning materials into structured study notes with WPS.

Official
Intermediate
multicammulticam

Assembler Agent Pattern

Coordinate AI coding agents to execute work orders and integrate versioned code.

Community
Advanced
sungmanchsungmanch
5

spc-workflow

Orchestrate a multi-agent AI team through the full product development lifecycle.

Community
Advanced
0xrafasec0xrafasec
9

prd

Conduct user interviews and generate structured Product Requirements Documents.

Community
Advanced