skills.rest
GQAdonis
GQAdonisCOMMUNITY
Explore all skills by this author →
Website𝕏@gqadonisctoGitHub

evolve

Automates iterative Assess-Analyze-Plan-Execute-Reflect workflows with configurable PMPO loops.

Updated Mar 27, 2026
Search Tags:#evolution#prompts#project-planning#domain-detection#iterative-improvement#domain-adapters#PMPO
One-click install
npx skills add https://github.com/GQAdonis/turboquant-rs --skill evolve-gqadonis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: evolve
Source: https://github.com/GQAdonis/turboquant-rs/tree/main/.opencode/skills/iterative-evolver/skills/evolve
Command: npx skills add https://github.com/GQAdonis/turboquant-rs --skill evolve-gqadonis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Streamlines and automates iterative improvement cycles (Assess, Analyze, Plan, Execute, Reflect) to ensure goals are met and domain adaptation is handled consistently.

Core Features & Use Cases

  • Domain-aware iteration: auto-detects or prompts for domain and loads domain adapters.
  • Configurable PMPO loop: set max_iterations and approval workflow.
  • Stateful execution: persists progress between runs.
  • Subject-agnostic: usable for projects, research topics, or process optimization.

Quick Start

Provide the subject and goals to initiate the PMPO loop; the system will auto-detect the domain or prompt for it.

Frequently Asked Questions about evolve

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

FAQPage Schema
How do I automate iterative improvement cycles for project planning?▼

Automate iterative improvement by running a looping PMPO controller that assesses, analyzes, plans, executes, and reflects on project goals. This streamlines structured progress tracking against defined objectives.

What is domain detection in iterative workflows?▼

Domain detection in iterative workflows is the automatic identification of a subject area to load specific domain adapters. This ensures the evolution loop applies context-aware logic for accurate project planning.

How do I persist state between iterative evolution runs?▼

Persist state between iterative evolution runs using the built-in stateful execution feature. This saves progress automatically, allowing you to pause and resume structured improvement workflows without losing context.

Can I configure the maximum number of iterations for my workflow?▼

You can configure maximum iterations for your workflow by setting the max_iterations parameter within the PMPO loop controller. This controls the depth of iterative evolution and defines approval workflows.

Does the iterative evolution approach work for process optimization research?▼

The iterative evolution approach works for process optimization research because it is subject-agnostic. It handles domain-specific research and performance optimization by adapting its looping PMPO cycle to any goal.

Related Skills

Explore More Product & Management Skills→
surus-latsurus-lat
8

synthesize-data

Generate synthetic benchmark datasets as JSONL input-output pairs from task specifications.

Official
Intermediate
blacklanternsecurityblacklanternsecurity
253

retrospective

Analyze penetration testing engagement logs to identify skill gaps and improvements.

Official
Advanced
JuanMS20JuanMS20
1

grill-with-docs

Validate plans against domain knowledge and update documentation in real-time.

Community
Advanced
TarasTsavolykTarasTsavolyk
1

install

Installs Claude Code frontend kit with automatic framework detection and adaptation into a repository.

Community
Basic