Does this skill generate documentation automatically?

Yes, it automatically generates and progressively updates a 1-goals.md file in your project's work documentation directory.

What is the primary purpose of the ThinkFirst Goal Setting skill?

It helps users define measurable, concrete goals for their coding projects to ensure clarity and quantifiable success before implementation starts.

Can I use this skill as a standalone tool?

This skill is designed as Step 1 of a framework; it requires a problem definition created in Step 0 (/tf:0) to function correctly.

How does this skill help prevent 'understanding debt'?

By forcing a clear, written definition of success criteria and metrics early on, it prevents the confusion and misalignment that often lead to technical debt later.

Does it support external research for setting goals?

Yes, it can suggest and trigger web-research agents to find industry benchmarks and standards to help you set realistic targets.

ThinkFirst: Measurable Goal Setting

Name: ThinkFirst: Measurable Goal Setting
Author: cafaddict

bycafaddict

0•

Productivity & Workflow

Transforms abstract problem definitions into concrete, measurable objectives to ensure project success and prevent understanding debt.

ThinkFirst: Measurable Goal Setting is a specialized Claude Code skill that enforces a structured approach to project planning. As the second stage of the 'ThinkFirst' framework, it guides developers through the process of defining success metrics—such as latency targets, throughput, or specific feature requirements—before any code is written. By requiring the creation of a structured 1-goals.md file and offering benchmarking research, it ensures that both the developer and the AI have a clear, quantifiable target to aim for, significantly reducing wasted effort and scope creep.

Key Features

01Integration with web-research agents for industry standard benchmarking

02Quantifiable metric enforcement (e.g., converting 'better performance' into 'p99 latency < 60ms')

030 GitHub stars

04Mandatory validation checks to ensure Step 0 (Problem Definition) is completed

05Hierarchical goal prioritization to focus on high-impact objectives

06Automated creation and real-time updates of structured 1-goals.md files

Use Cases

01Establishing baseline and target performance metrics for system refactoring

02Converting vague business requirements into technical KPIs before starting a sprint

03Defining clear 'Definition of Done' criteria for complex feature implementations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cafaddict/cafaddict-claude-marketplace 1

For use in Claude.ai and ChatGPT

Download Skill