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Auto Skill Hunter

Category: General  ·  Sub-category: automation  ·  Last updated:
Proactively discovers, ranks, and installs high-value ClawHub skills by mining unresolved user needs and agent context. Use when new tasks are unsolved, when capability gaps appear, when users ask for better tools, or as a scheduled patrol for continuous skill growth.

From the source SKILL.md

Auto Skill Hunter continuously expands an agent's capability stack with task-relevant skills, then explains why each selected skill is worth trying.

What this skill does

Auto Skill Hunter 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-skill-hunter/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when new tasks are unsolved, when capability gaps appear, when users ask for better tools, or as a scheduled patrol for continuous skill growth.

Who uses this skill

The Auto Skill Hunter 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 119,000+ 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-skill-hunter
curl -L https://claudskills.com/skills/auto-skill-hunter/SKILL.md \
  -o ~/.claude/skills/auto-skill-hunter/SKILL.md

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

Skills live at ~/.claude/skills/auto-skill-hunter/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\auto-skill-hunter\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.

Frequently asked questions

How do I install the Auto Skill Hunter Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/auto-skill-hunter/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Auto Skill Hunter skill do?
Proactively discovers, ranks, and installs high-value ClawHub skills by mining unresolved user needs and agent context. Use when new tasks are unsolved, when capability gaps appear, when users ask for better tools, or as a scheduled patrol for continuous skill growth.
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 Skill Hunter skill?
Use Auto Skill Hunter 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 Skill Hunter" 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 Skill Hunter 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 Skill Hunter 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
dvcrn. (2026). Auto Skill Hunter [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/auto-skill-hunter/
BibTeX
@misc{auto-skill-hunter-2026,
  author    = {dvcrn},
  title     = {Auto Skill Hunter [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/auto-skill-hunter/}
}

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