skills.rest
BFLabsAI
BFLabsAICOMMUNITY
Explore all skills by this author →
GitHub

prompt-optimizer

Analyzes draft prompts and generates ECC-aligned, paste-ready optimized prompts.

Updated Apr 29, 2026
Search Tags:#workflow#prompts#analyze#prompt-optimization#ecc#paste-ready
One-click install
npx skills add https://github.com/BFLabsAI/algoritmo-milionario --skill prompt-optimizer-bflabsai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-optimizer
Source: https://github.com/BFLabsAI/algoritmo-milionario/tree/main/.agents/skills/prompt-optimizer
Command: npx skills add https://github.com/BFLabsAI/algoritmo-milionario --skill prompt-optimizer-bflabsai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Draft prompts often miss intent, gaps, and ECC mappings. This skill analyzes prompts, identifies missing elements, and aligns them with ECC components to produce a ready-to-paste optimized prompt.

Core Features & Use Cases

  • Analyze draft prompts to detect intent, gaps, and misalignments with ECC keywords and hooks
  • Map findings to ECC components (skills/commands/agents/hooks) and generate a complete prompt
  • Use advisory mode to critique prompts without executing tasks, suitable for creative, planning, or design discussions
  • Use Case: A product manager drafts a prompt for a chatbot and receives a polished ECC-ready version optimized for deployment

Quick Start

Use this skill to analyze a draft prompt and generate an ECC-aligned, paste-ready prompt.

Frequently Asked Questions about prompt-optimizer

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

FAQPage Schema
How do I optimize a draft prompt for better AI responses?▼

To optimize a draft prompt, the skill analyzes its intent, identifies gaps, and aligns it with ECC components to generate a complete, paste-ready prompt suitable for deployment across multiple contexts.

What is ECC prompt alignment and when do I need it?▼

ECC prompt alignment maps draft text to specific skills, commands, agents, and hooks. You need it when drafts lack structure and require a polished format for reliable workflow execution.

How do I analyze a prompt without executing the requested task?▼

You analyze a prompt without execution by using advisory mode, which critiques the draft, identifies missing elements, and provides guidance without triggering the actual task or workflow.

Can I use this for creative and planning discussions or only deployment?▼

You can use it for creative and planning discussions as well as deployment. Advisory mode critiques prompts across various contexts, making it suitable for design and chatbot preparation.

What is the best way to fix prompt misalignments and missing hooks?▼

The best way to fix prompt misalignments is to analyze the draft against ECC keywords and hooks, then apply ECC patterns to fill the gaps and generate a complete optimized prompt.

Related Skills

Explore More Software Engineering Skills→
lossyroblossyrob
39

prompt-annotation

Annotate agent prompts with XML tags for gap detection and reuse analysis.

Community
Basic
ThrookieThrookie
2

prompt-optimizer

Analyze draft prompts and map them to ECC components for optimized output.

Community
Advanced
sehoon787sehoon787
16

prompt-optimizer

Analyze draft prompts and map them to ECC components for optimized output.

Community
Advanced
cosmixcosmix
53

prompt-engineering

Craft optimized prompts for large language models with structured techniques.

Community
Intermediate