Skill Iter Tune

by catlog22

Skill Iter Tune is an Automation skill for Claude Code, published by catlog22 in Claude-Code-Workflow.

2.1K stars164 forkson catlog22/Claude-Code-WorkflowAdded 2026/08/18Repository updated 2026/06/18

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claudeclaude-codecli-toolscodexcontext-managementgemini-clijson-drivenqwen-codetask-orchestrationworkflow-automation

Install in seconds

Install Skill Iter Tune

Copy Skill Iter Tune into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/catlog22/Claude-Code-Workflow/tree/main/.claude/skills/skill-iter-tune ~/.claude/skills/skill-iter-tune

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/catlog22/Claude-Code-Workflow.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: .claude/skills/skill-iter-tune/SKILL.md in catlog22/Claude-Code-Workflow
Installs to: ~/.claude/skills/skill-iter-tune
Collection: One of 25 skills cataloged from this repository
Category: Automation — 1523 skills

What Skill Iter Tune does

Skill Iter Tune automates iterative refinement of Claude Code skills through an execute-evaluate-improve feedback loop, using Claude for execution, Gemini for evaluation, and Agent for improvements until quality thresholds are met.

Skill Iter Tune is cataloged under Automation on DirSkills. Skill Iter Tune comes from a repository tagged claude, claude-code, cli-tools, codex and context-management.

Documentation

README

Excerpt

Skill Iter Tune

Iterative skill refinement through execute-evaluate-improve feedback loops. Each iteration runs the skill via Claude, evaluates output via Gemini, and applies improvements via Agent.

Architecture Overview

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Skill Iter Tune

What else does catlog22 publish alongside Skill Iter Tune?
Skill Iter Tune is one of 25 skills that DirSkills catalogs from catlog22/Claude-Code-Workflow, the repository it ships in. Its siblings there include Brainstorm, CCW Chain and CCW Help. Each one is a separate skill with its own page in this directory, installs the same way Skill Iter Tune does, and is maintained by catlog22 in that same repository. The rest of the collection is listed on the catlog22/Claude-Code-Workflow page.
How does Skill Iter Tune compare to other Automation skills?
Skill Iter Tune ranks #502 by stars among the 1523 Automation skills in this catalog. The most-starred ones next to it are Autonomous Loops, Autonomous Agent Harness and Automation Audit Ops. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Skill Iter Tune against them. Open each page to compare what they document and how they install.