outcome-translator

Convert founder outcome statements into engineering execution plans with definitions of done.

1|2|Updated Mar 3, 2026
One-click install
npx skills add https://github.com/CleanExpo/CARSI --skill outcome-translator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: outcome-translator
Source: https://github.com/CleanExpo/CARSI/tree/main/.skills/custom/outcome-translator
Command: npx skills add https://github.com/CleanExpo/CARSI --skill outcome-translator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill bridges the communication gap between founders and engineers by translating high-level business outcomes into actionable, structured engineering plans with clear definitions of done and verifiable milestones.

Core Features & Use Cases

  • Outcome Interpretation: Understands founder language and translates it into technical requirements.
  • Definition of Done Generation: Creates verifiable criteria for task completion.
  • Execution Plan Creation: Breaks down work into manageable, gated steps.
  • Status Reporting: Provides clear updates on progress, proven items, and blockers.
  • Use Case: A founder says "We need to launch the new feature." This skill will generate a plan detailing the necessary development, testing, and deployment steps, along with how to verify each stage is complete.

Quick Start

Use the outcome-translator skill to convert the founder's statement "Make it production ready" into an engineering execution plan.

Frequently Asked Questions about outcome-translator

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

FAQPage Schema
How do I translate founder outcome statements into engineering execution plans?

To translate founder outcome statements into engineering execution plans, use outcome translation to parse high-level business language and generate detailed technical requirements, verifiable definitions of done, and gated milestones for clear engineering tasks.

What is a definition of done and how does it apply to engineering milestones?

A definition of done is a set of verifiable criteria proving a task is complete. When applied to engineering milestones, it generates proof artifacts and gated steps to ensure development stages meet clear technical completion requirements before progressing.

How do I break down a project management goal lacking technical specificity?

To break down a project management goal lacking technical specificity, trigger outcome translation on outcome-oriented language to convert ambiguous founder requests into structured engineering plans with manageable steps, proof artifacts, and clear verification criteria.

Can I generate proof artifacts and gated milestones from a high-level feature request?

Yes, you can generate proof artifacts and gated milestones from a high-level feature request by interpreting the founder communication to create a detailed execution plan defining necessary development, testing, and deployment steps with verifiable completion criteria.

What is the best way to communicate engineering status updates from founder outcomes?

The best way to communicate engineering status updates from founder outcomes is to use the generated execution plan to provide clear updates on progress, proven items verified by definitions of done, and current blockers affecting the gated milestones.