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.