Potion Learn

Quality score: 80/100 · Category: General · Sub-category: general-misc

type:review

Learns from PR reviews, free-form feedback, and codebase drift to evolve project guidelines. Mines human review comments from a specific PR, parses free-form text input (CodeRabbit exports, meeting notes), detects when the codebase has drifted from guidelines, challenges every finding with devil's advocate reasoning, and stages learnings for reviewed merge into guidelines. Use when the user asks to learn from a PR, absorb feedback, update guidelines from reviews, check for guideline drift, or evolve project conventions.

What this skill does

Potion Learn is a well-rated Claude Code skill (quality score 80/100) in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/potion-learn/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user asks to learn from a PR, absorb feedback, update guidelines from reviews, check for guideline drift, or evolve project conventions.

Who uses this skill

The Potion Learn skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/potion-learn
curl -L https://claudskills.com/skills/potion-learn/SKILL.md \
  -o ~/.claude/skills/potion-learn/SKILL.md

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

Skills live at ~/.claude/skills/potion-learn/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\potion-learn\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.

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

Part of Acreator Store — Adam Lankamer's AI tools: GifPerfect · AspectPerfect · SlomoPerfect · Ucaption · UTagger · AutoXPoster · TestYourSkills