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

iterative-evolver

Orchestrate iterative improvement cycles with persistent state and deterministic execution.

Updated Mar 27, 2026
Search Tags:#state-persistence#domain-agnostic#pmpo#iterative-evolution#domain-adapters#workflow-triggers
One-click install
npx skills add https://github.com/GQAdonis/turboquant-rs --skill iterative-evolver
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: iterative-evolver
Source: https://github.com/GQAdonis/turboquant-rs/tree/main/.opencode/skills/iterative-evolver
Command: npx skills add https://github.com/GQAdonis/turboquant-rs --skill iterative-evolver

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill provides a structured orchestration layer for iterative improvement across any domain, ensuring state persistence, domain adaptation, and deterministic execution.

Core Features & Use Cases

  • Domain-agnostic PMPO loop: Assess, Analyze, Plan, Execute, Reflect, Persist across any subject
  • Domain adapters: Load domain-specific knowledge to guide decisions
  • Persistent state: Durable storage of evolution state for cross-session continuity
  • Deterministic execution: Use scripted actions and tooling to implement plans
  • Non-blocking triggers: Fire external workflows without halting evolution

Quick Start

Initiate a full evolution cycle with /evolve and supply domain, goals, and initial state.

Frequently Asked Questions about iterative-evolver

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

FAQPage Schema
How do I coordinate iterative evolution across different domains?▼

Coordinate iterative evolution by using a domain-agnostic PMPO loop that assesses, analyzes, plans, executes, reflects, and persists state for structured, repeatable improvements across any subject.

What is the best way to maintain state persistence during cross-session iterative improvement?▼

Maintain state persistence for iterative improvement by using durable storage that saves the evolution state, enabling cross-session continuity for your workflows without losing progress.

Can I use domain adapters to guide iterative improvement decisions for specific subjects?▼

Yes, you can load domain-specific adapters to guide decisions during iterative improvement, allowing the orchestration layer to adapt its structured evolution process to specific subject matter.

How do I trigger external workflows without halting an ongoing iterative evolution cycle?▼

Trigger external workflows without halting iterative evolution by using non-blocking workflow triggers, allowing the orchestration layer to fire external actions while deterministically executing current plans.

How do I start an iterative evolution cycle for a specific domain?▼

Start an iterative evolution cycle by initiating the evolution command and supplying the target domain, goals, and initial state to trigger the full PMPO orchestration sequence.

Does iterative evolution support deterministic execution of scripted actions?▼

Iterative evolution supports deterministic execution by using scripted actions and tooling to implement plans, ensuring repeatable and structured outcomes across every orchestration cycle.

Related Skills

Explore More Product & Management Skills→
GQAdonisGQAdonis

evolve

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

Community
Advanced
shuyu-labsshuyu-labs
288

office-to-md

Convert Word, Excel, PowerPoint, and PDF documents to Markdown with preserved headings, tables, and images.

Official
Advanced
GQAdonisGQAdonis

clone-skill

Clone an existing Agent Skill and adapt it for a new domain.

Community
Advanced
ZpankzZpankz
7

ultrawork

Orchestrate parallel task execution across multiple agents with convergence detection.

Community
Advanced