evolve

Cluster related instincts into commands, skills, or agents for reuse.

31|20|Updated Apr 9, 2026
One-click install
npx skills add https://github.com/mycelium-hq/ai-brain-starter --skill evolve-mycelium-hq
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: evolve
Source: https://github.com/mycelium-hq/ai-brain-starter/tree/main/skills/evolve
Command: npx skills add https://github.com/mycelium-hq/ai-brain-starter --skill evolve-mycelium-hq

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Cluster related instincts into higher-level structures (commands, skills, or agents) to turn scattered guidance into reusable artifacts that can be promoted and wired into the system.

Core Features & Use Cases

  • Detect clusters of related instincts within a domain and evaluate their maturity for promotion.
  • Provide a deterministic path: Step 1 cluster, Step 2 judge, Step 3 draft and wire the promoted artifact.
  • Use Case: When many high-confidence instincts exist in a domain, consolidate them into a single Command, Skill, or Agent for reuse and governance.

Quick Start

Run the instinct clusterer to group instincts by domain and generate proposal files.

Frequently Asked Questions about evolve

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

FAQPage Schema
How do I consolidate scattered instincts into reusable commands?

To consolidate scattered instincts into reusable commands, you run a clusterer to group related instincts by domain, score their maturity, and draft a wired proposal for promotion into a higher-level structure.

What is the process for promoting instinct clusters into skills or agents?

Promoting instinct clusters into skills or agents follows a deterministic path: cluster the related instincts, judge them against a scoring bar of minimum instincts and median confidence, then draft and wire the promoted artifact.

When should I cluster related instincts for promotion?

You should cluster related instincts for promotion when a domain contains many high-confidence instincts, requiring consolidation into a single command, skill, or agent for better reuse and governance.

What are the requirements to evaluate instinct maturity for promotion?

Evaluating instinct maturity for promotion requires a clusterer to group the instincts and a scoring bar that checks the minimum number of instincts alongside their median confidence before drafting.

How do I wire a promoted structure from clustered instincts into the system?

You wire a promoted structure from clustered instincts by following the workflow to draft the consolidated artifact, review it, and then wire the promoted command, skill, or agent directly into the system.