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Auto Converge

Category: General  ·  Sub-category: automation  ·  Last updated:
通过外部对标+对抗迭代让规则/技能/SKILL.md 收敛到可执行状态。 当用户说"打磨这个 skill""收敛规则""这个 skill 写出来不 work，帮我调" "怎么让 agent 严格按规则执行"时触发。 也适用于任何需要把一份规则文档从"写完了但 agent 不遵守" 变成"agent 能稳定执行"的场景。
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

两个策略驱动——

What this skill does

Auto Converge is a community-contributed Claude Code skill in the automation sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/auto-converge/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Auto Converge 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 174,000+ 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/auto-converge
curl -L https://claudskills.com/skills/auto-converge/SKILL.md \
  -o ~/.claude/skills/auto-converge/SKILL.md

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

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

Telegram

📱 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 Auto Converge Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/auto-converge/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Auto Converge skill do?
通过外部对标+对抗迭代让规则/技能/SKILL.md 收敛到可执行状态。 当用户说"打磨这个 skill""收敛规则""这个 skill 写出来不 work，帮我调" "怎么让 agent 严格按规则执行"时触发。 也适用于任何需要把一份规则文档从"写完了但 agent 不遵守" 变成"agent 能稳定执行"的场景。
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 Auto Converge skill?
Use Auto Converge when your Claude Code task falls under the General category — specifically in the automation 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 Auto Converge" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Auto Converge 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. Auto Converge 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

Cite this skill

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

APA
KonghaYao. (2026). Auto Converge [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/auto-converge/
BibTeX
@misc{auto-converge-2026,
  author    = {KonghaYao},
  title     = {Auto Converge [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/auto-converge/}
}

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/auto-converge.svg)](https://claudskills.com/skills/auto-converge/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/auto-converge.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/auto-converge.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Auto Converge"></iframe>

Security scan

Grade A · scanned 2026-08-02 — 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 ›

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

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

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Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

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

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore

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