Does the Prompt Optimizer execute my code changes?

No, this skill acts strictly as a consultant. It analyzes your request and provides an optimized prompt for you to copy and paste, ensuring you remain in control of the implementation.

How does it know which technologies I am using?

It performs 'Phase 0 Project Detection' by scanning root directory files like package.json, go.mod, or requirements.txt to automatically tailor recommendations to your tech stack.

Can it help with large-scale architectural changes?

Yes, for 'Epic' scope tasks, it generates a multi-session strategy using the blueprint skill, breaking the project down into manageable phases with verification gates.

When should I use the Prompt Optimizer?

Use it when you have a complex task but aren't sure which ECC commands to use, or when you want to ensure your prompt includes necessary safety, testing, and documentation standards.

Claude Prompt Optimizer (ECC)

Name: Claude Prompt Optimizer (ECC)
Author: affaan-m

byaffaan-m

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156,032

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Productivity & Workflow

Transforms draft instructions into high-performance, structured prompts tailored for the Everything Claude Code ecosystem.

The Prompt Optimizer is a specialized consultant skill designed to bridge the gap between vague user intent and precise AI execution within the Everything Claude Code (ECC) framework. It analyzes your draft prompts, detects your project's tech stack automatically, and evaluates the task scope to recommend the ideal combination of ECC commands, skills, and agents. Instead of executing tasks directly, it provides a diagnostic report and a copy-pasteable optimized prompt that includes acceptance criteria, security requirements, and multi-stage workflows, ensuring Claude Code operates with maximum architectural clarity.

Key Features

01Missing context identification for security, testing, and performance constraints

02Multi-stage workflow generation for complex 'Epic' level tasks

03ECC component matching for commands like /plan, /tdd, and /verify

04Dual-output modes providing both comprehensive and quick-start optimized prompts

05156,032 GitHub stars

06Automatic tech stack detection (Node.js, Go, Python, Rust, etc.) via project file scanning

Use Cases

01Creating multi-session migration blueprints for shifting from monolithic to microservice architectures

02Refining a vague 'add a feature' request into a structured TDD and architectural planning workflow

03Determining the best ECC skills and agents to use for complex legacy code refactoring

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add affaan-m/everything-claude-code prompt-optimizer

For use in Claude.ai and ChatGPT

Key Features

01Missing context identification for security, testing, and performance constraints

02Multi-stage workflow generation for complex 'Epic' level tasks

03ECC component matching for commands like /plan, /tdd, and /verify

04Dual-output modes providing both comprehensive and quick-start optimized prompts

05156,032 GitHub stars

06Automatic tech stack detection (Node.js, Go, Python, Rust, etc.) via project file scanning

Use Cases

01Creating multi-session migration blueprints for shifting from monolithic to microservice architectures

02Refining a vague 'add a feature' request into a structured TDD and architectural planning workflow

03Determining the best ECC skills and agents to use for complex legacy code refactoring