me-core

Generate stakeholder-ready Human Brief payloads from ME loop outputs.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/gapfDev/workflow --skill me-core
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: me-core
Source: https://github.com/gapfDev/workflow/tree/main/c1.5/.claude/skills/me-core
Command: npx skills add https://github.com/gapfDev/workflow --skill me-core

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Micro-Evolve core enables consistent projection and validation of Human Brief payloads derived from the ME loop, ensuring stakeholders receive a coherent, ready-to-act brief.

Core Features & Use Cases

  • Translates finalized ME outputs into a stakeholder-facing brief for HB workflows.
  • Applies the HB validation criteria to ensure the brief is self-contained, persuasive, and verifiable.
  • Preloads this for any agent running an ME pass to align HB outputs with ME iterations.

Quick Start

Provide a completed ME payload to trigger HB projection and validation for stakeholder communication.

Frequently Asked Questions about me-core

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

FAQPage Schema
How do I generate a stakeholder brief from agent loop outputs?

To generate a stakeholder brief, you provide a completed ME loop payload to trigger HB projection, which translates finalized outputs into a ready-to-act human brief for stakeholder communication.

What is HB projection and validation in agent autonomy workflows?

HB projection translates ME loop outputs into a stakeholder-facing brief, while validation applies five criteria to ensure the brief is self-contained, persuasive, and verifiable.

How do I validate a human brief for stakeholder review readiness?

You validate a human brief by applying five HB validation criteria during ME iterations, which checks that the projected brief is self-contained, persuasive, and verifiable before stakeholder review.

Does ME core require a completed payload to format logs for stakeholder communication?

Yes, ME core requires a completed ME payload as input to trigger HB projection, apply ME log formatting, and validate readiness for stakeholder communication.

When should I apply HB validation criteria during ME iterations?

You should apply HB validation criteria across ME passes during iterations to project HB results and continuously ensure the brief is ready for stakeholder review.