Self Improvement Loop

Q: What is a Claude Code skill and how does the Self Improvement Loop skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Self Improvement Loop is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: general-misc · Last updated: 2026-07-19

プロジェクト全体を定期的に横断レビューし、根本原因特定→改善Issue起票→最優先即実装→マージまで自律実行するセルフ改善オーケストレーター。発見（定期の N 観点横断レビュー）と消化（日次の改善Issue高速処理）の2モードで動く。「セルフ改善して」「横断レビューして」「プロジェクト改善して」「/self-improvement-loop」と依頼された時、またはプロジェクト定義の発見スロット / 日次消化スロットで自動実行する。起票・実装が役割で、既に溜まった improvement Issue の集計・重複統合・Epic 化（棚卸し）が目的なら improvement-groomer を使う。

Security AStatic scan found no risk patternsHow grading works ›

What this skill does

Self Improvement Loop is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/self-improvement-loop/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Self Improvement Loop Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/self-improvement-loop
curl -L https://claudskills.com/skills/self-improvement-loop/SKILL.md \
  -o ~/.claude/skills/self-improvement-loop/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/self-improvement-loop/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/self-improvement-loop/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\self-improvement-loop\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Self Improvement Loop Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/self-improvement-loop/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Self Improvement Loop skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Self Improvement Loop skill?

Use Self Improvement Loop when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Self Improvement Loop" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Self Improvement Loop skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Self Improvement Loop is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/kai-kou/github-issue-shortcut/blob/HEAD/.claude/skills/self-improvement-loop/SKILL.md
License: MIT
Author: kai-kou

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

kai-kou. (2026). Self Improvement Loop [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/self-improvement-loop/

BibTeX

@misc{self-improvement-loop-2026,
  author    = {kai-kou},
  title     = {Self Improvement Loop [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/self-improvement-loop/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/self-improvement-loop.svg)](https://claudskills.com/skills/self-improvement-loop/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/self-improvement-loop/#security)

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Browse all General skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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