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SkillHub ClubAnalyze Data & AIFull StackData / AI

meta-loop-orchestrator

This skill orchestrates recursive self-improvement workflows by coordinating AI agent creation tools with validation loops, enabling systematic enhancement of skills, agents, and prompts within bounded, validated cycles.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
23
Hot score
88
Updated
March 20, 2026
Overall rating
C2.6
Composite score
2.6
Best-practice grade
N/A

Install command

npx @skill-hub/cli install dnyoussef-context-cascade-meta-loop-orchestrator
orchestrationrecursive-improvementworkflow-automationagent-creationvalidation

Repository

DNYoussef/context-cascade

Skill path: skills/orchestration/meta-loop-orchestrator

This skill orchestrates recursive self-improvement workflows by coordinating AI agent creation tools with validation loops, enabling systematic enhancement of skills, agents, and prompts within bounded, validated cycles.

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Full Stack, Data / AI.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: DNYoussef.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install meta-loop-orchestrator into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/DNYoussef/context-cascade before adding meta-loop-orchestrator to shared team environments
  • Use meta-loop-orchestrator for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

meta-loop-orchestrator | SkillHub