How do I install the Continuous Learning Agent Claude Code skill?

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

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.

ClaudSkills / General / education-learning

Continuous Learning Agent

Category: General · Sub-category: education-learning · Last updated: 2026-05-21

Self-improvement patterns for AI agents to learn from feedback, errors, and successful patterns across sessions

From the source SKILL.md

A meta-skill that enables AI agents to learn from experience and improve over time through systematic feedback collection and pattern recognition.

What this skill does

Continuous Learning Agent is a community-contributed Claude Code skill in the education-learning sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/continuous-learning-agent/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Continuous Learning Agent 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 70,000+ 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/continuous-learning-agent
curl -L https://claudskills.com/skills/continuous-learning-agent/SKILL.md \
  -o ~/.claude/skills/continuous-learning-agent/SKILL.md

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

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

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

Attribution & license

License: MIT

Cite this skill

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

APA

ClaudSkills. (2026). Continuous Learning Agent [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/continuous-learning-agent/

BibTeX

@misc{continuous-learning-agent-2026,
  author    = {ClaudSkills},
  title     = {Continuous Learning Agent [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/continuous-learning-agent/}
}

Embed this skill

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Badge

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

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