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iterative-evolver

v1.0.0

PMPO-driven domain-agnostic iterative evolution engine for assessing, analyzing, planning, executing, and reflecting on improvements across any domain

Claude Code8 Skills2 MCP serversstdio

By Travis JamesLicense: MIT0 GitHub starsUpdated yesterday

Directory evidence

Runtimes
Claude Code
Parsed components
10 skill or MCP entries
Source updated
Oct 4, 2026
Manifest status
Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install iterative-evolver for Claude Code

Installs for the current user
claude plugin marketplace add IchenDEV/agent-plugin-mkt
claude plugin marketplace update agent-plugin-marketplace
claude plugin install iterative-evolver-8@agent-plugin-marketplace

Paste and run these commands in a terminal with Claude Code. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually
git clone https://github.com/Prometheus-AGS/universal-agent-runtime

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is .windsurf/skills/iterative-evolver/.

Plugin files

.windsurf/skills/iterative-evolver/
├── .claude-plugin/plugin.json
├── skills/evolve/SKILL.md
├── skills/evolve-analyze/SKILL.md
├── skills/evolve-assess/SKILL.md
├── skills/evolve-execute/SKILL.md
├── skills/evolve-plan/SKILL.md
├── skills/evolve-report/SKILL.md
├── skills/evolve-status/SKILL.md
├── SKILL.md
└── .mcp.json

Included Skills8

evolveskills/evolve/SKILL.md

Run a full iterative evolution cycle — Assess, Analyze, Plan, Execute, and Reflect. Auto-detects domain or prompts for it. Use for any subject that needs iterative improvement against goals.

evolve-analyzeskills/evolve-analyze/SKILL.md

Run only the Analyze phase — research the external landscape for competitors, trends, opportunities, and threats. Requires an existing assessment or goals.

evolve-assessskills/evolve-assess/SKILL.md

Run only the Assess phase — evaluate current state against goals. Produces a structured assessment without creating plans or making changes.

evolve-executeskills/evolve-execute/SKILL.md

Run only the Execute phase — carry out a previously created improvement plan. Requires an existing plan.json.

evolve-planskills/evolve-plan/SKILL.md

Run only the Plan phase — create a prioritized improvement plan. Requires an existing assessment and optionally an analysis.

evolve-reportskills/evolve-report/SKILL.md

Generate an evolution report from current state data. Produces a human-readable markdown report summarizing the full evolution cycle.

evolve-statusskills/evolve-status/SKILL.md

Check the current status of an evolution cycle. Shows iteration count, goal alignment, phase completion, and convergence status.

iterative-evolverSKILL.md

Use this skill for any iterative evolution scenario — assessing current state, analyzing the landscape, planning improvements, executing changes, and reflecting on results. Works across any domain: software, business, product, research, content, operations, compliance, or any area requiring iterative improvement against goals.

MCP servers2

sequential-thinkingstdio
command
npx
args
-y @anthropic/sequential-thinking-mcp@latest
tavilystdio
command
npx
args
-y @anthropic/tavily-mcp@latest
env.TAVILY_API_KEY
${TAVILY_API_KEY}

Plugin manifests1

.windsurf/skills/iterative-evolver/.claude-plugin/plugin.json
{
  "name": "iterative-evolver",
  "description": "PMPO-driven domain-agnostic iterative evolution engine for assessing, analyzing, planning, executing, and reflecting on improvements across any domain",
  "version": "1.0.0",
  "author": {
    "name": "Travis James",
    "url": "https://travisjames.ai"
  },
  "homepage": "https://travisjames.ai/blog/iterative-evolver",
  "repository": "https://github.com/GQAdonis/iterative-evolver-skill",
  "license": "MIT",
  "skills": [
    "./skills/evolve",
    "./skills/evolve-assess",
    "./skills/evolve-analyze",
    "./skills/evolve-plan",
    "./skills/evolve-execute",
    "./skills/evolve-status",
    "./skills/evolve-report"
  ],
  "agents": "./agents",
  "hooks": "./hooks/hooks.json",
  "mcpServers": "./.mcp.json"
}

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[iterative-evolver on Agent Plugins Marketplace](https://pluginsmp.com/plugins/iterative-evolver-8)