What makes a plan step 'verifiable'?

Every step in a generated plan includes specific success criteria—such as file existence, test passing, or specific output formats—that must be confirmed before proceeding.

What is the Plan-and-Solve methodology?

It is a research-based prompting technique that improves AI reasoning by requiring the model to extract variables and perform intermediate calculations before generating a final execution plan.

How does this skill prevent execution errors?

It enforces a mandatory planning phase that identifies potential risks and technical dependencies upfront, preventing Claude from starting code execution until the entire path is verified.

Can I use this for non-coding tasks?

Yes. While designed for engineering precision, the fundamental logic of goal decomposition and risk assessment is applicable to any complex, multi-step process.

Planning & Goal Decomposition

Name: Planning & Goal Decomposition
Author: twofoldtech-dakota

bytwofoldtech-dakota

0•

Productividad y Flujo de Trabajo

Decomposes complex objectives into atomic, verifiable, and risk-aware execution plans using the Plan-and-Solve methodology.

The Planning skill implements the research-backed Plan-and-Solve methodology to provide engineering precision to AI-assisted development. By enforcing a rigorous three-phase approach—variable extraction, intermediate calculation, and step-by-step planning—it prevents the common failure of starting execution too early. It features an interactive questioning loop to gather missing requirements and generates structured plans complete with risk mitigation strategies and recovery checkpoints, ensuring 'Industrial Clarity' even for the most ambitious technical tasks.

Características Principales

010 GitHub stars

02Proactive risk assessment and mitigation strategy mapping

03Built-in recovery checkpoints for safe execution of complex workflows

04Systematic variable extraction identifying inputs, constraints, and dependencies

05Interactive questioning loops for thorough requirement gathering

06Atomic step decomposition with SMART success criteria

Casos de Uso

01Breaking down massive technical debts into manageable, verifiable implementation steps

02Architecting new features or microservices from ambiguous requirements

03Planning high-risk refactoring of legacy codebases with complex dependencies

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add twofoldtech-dakota/studio planning

For use in Claude.ai and ChatGPT

Download Skill