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ECHO – Modular Prompt Framework

ECHO isn’t a tool. It’s an infrastructure born from a mess: the chaos that exploded when everyone with Slack started AI-prompting without enough structure.

This repo shares the public side of that system:

  • Core component structure
  • Recipe typology and examples
  • Use cases that reflect real breakdowns
  • A clear line on what’s behind the curtain

Main document:
ECHO_Public_Spec_v1.md


Because prompts became infrastructure

Maybe you didn’t notice it at first (I sure didn't). Then you realized your prompt logic was scattered, half-baked, undocumented and then it broke. That’s when structure isn’t optional anymore.

ECHO doesn’t promise better AI. It promises prompts that don’t crumble under pressure.


Who this helps

  • Prompt designers trapped in version chaos
  • Dev teams building internal AI tooling fast and needing governance
  • Leaders who’ve seen tone wars erupt across brand communications
  • Anyone who spent nights chasing down prompt mishaps

If you've ever thought: “Something needs to change before it all collapses,” ECHO’s for you.


What you can do with this

Use it in your systems
Adapt it for your teams
Share it (just give credit)

Attribution:

ECHO Framework by Xaviera Ringeling
xa4a.net/echo/en


What this doesn’t cover

  • Internal scoring algorithms
  • Metadata blueprints
  • Prompt lifecycle automation
  • Hidden logic systems or proprietary recipes

Those are still under wraps. Want in? Reach out.


Your Questions Drive the Quick Start

We want ECHO to solve real problems, not imaginary ones.

What’s your first question about using ECHO in your own work?

  • Are you dealing with prompt drift, version chaos, or unclear outputs?
  • Wondering how to break down your first prompt using ECHO’s components?
  • Not sure how to adapt ECHO to your team’s workflow?

Ask it here:

Your questions will shape our quick-start guide and FAQ. We’ll answer, share, and build ECHO’s next steps together.


License

This spec is open‑use: simple and usable. See LICENSE.md.


Version

Public Spec v1.0
Released: June 2025
Main spec: ECHO_Public_Spec_v1.md

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