by-design-workflow

Route design intents to engines and generate routing and handoff JSON artifacts.

104|10|Updated Mar 23, 2026
One-click install
npx skills add https://github.com/001TMF/blatant-why --skill by-design-workflow
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: by-design-workflow
Source: https://github.com/001TMF/blatant-why/tree/main/templates/.claude/skills/by-design-workflow
Command: npx skills add https://github.com/001TMF/blatant-why --skill by-design-workflow

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

BY Design Workflow — Master Orchestrator coordinates end-to-end design campaigns by routing a design intent to the appropriate engine, preset, and compute target, while forecasting budget and coordinating downstream artifacts.

Core Features & Use Cases

  • Routes target descriptions and modality to the correct engine (BoltzGen, PXDesign, or Protenix) along with protocol and tier.
  • Generates routing_decision.json and handoff_package.json for downstream campaign management and engine execution.
  • Forecasts design space, wall-time, and cost to gate budgets and optimize compute planning.

Quick Start

Provide your target, modality, and budget, then run the route flow to generate routing_decision.json and handoff_package.json.

Frequently Asked Questions about by-design-workflow

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

FAQPage Schema
How do I route a design intent to the correct compute target and engine?

To route design intent, supply target description, modality, and upstream guidance; the workflow applies policy from .by/config.json to select the appropriate engine, protocol, and compute target, then outputs routing_decision.json for execution.

How do I forecast design space, wall-time, and compute budget for a campaign?

Forecasting design space and budget happens during routing; the workflow validates inputs and resolves defaults to predict wall-time and cost, gating your compute planning before generating handoff_package.json for downstream campaign management.

Does the design workflow support routing to multiple engines like BoltzGen and PXDesign?

Yes, the design workflow supports routing to BoltzGen, PXDesign, and Protenix, matching your target description and modality to the correct engine along with the appropriate protocol and compute tier.

What is the best way to orchestrate end-to-end design campaigns and generate handoff packages?

The best way to orchestrate design campaigns is providing target, modality, and budget, then running the route flow to generate routing_decision.json and handoff_package.json for downstream engine execution and campaign management.

Do I need a config.json file to use the design workflow orchestrator?

Yes, you need .by/config.json to apply policy during routing; the orchestrator reads this configuration to validate inputs, resolve defaults, and produce structured artifacts for your design campaign.

When should I not use an automated workflow orchestrator for design campaign management?

You should avoid automated workflow orchestration if your design intent lacks clear target descriptions, modality requirements, or upstream guidance, as the routing process requires these inputs to validate, forecast budget, and generate handoff packages.