vmobifystudio

App Learn — Development skill for Claude Code

Development community

Mine a shipped app's conventions into the living House Knowledge Base — adds net-new learnings to knowledge/.md, harvests its failures into knowledge/failure-corpus.md, and flags conflicts for human.

How to install App Learn

Installs to ~/.claude/skills/vmobifystudio-app-dev-team-app-learn/SKILL.md

Terminal

mkdir -p ~/.claude/skills/vmobifystudio-app-dev-team-app-learn && curl -fsSL https://raw.githubusercontent.com/vmobifystudio/app-dev-team/HEAD/commands/app-learn.md -o ~/.claude/skills/vmobifystudio-app-dev-team-app-learn/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What App Learn does

description: Mine a shipped app's conventions into the living House Knowledge Base — adds net-new learnings to knowledge/*.md, harvests its failures into knowledge/failure-corpus.md, and flags conflicts for human decision argument-hint: [more paths...] [--failures-only] (defaults to the just-shipped project) allowed-tools: Read, Write, Edit, Glob, Grep, Bash, Task, Agent

/app-learn — Grow the House Knowledge Base

Paths to mine (default = the current/just-shi

Alternatives in Development

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Content Shipped — Proactively detect and log shipped content when user mentions publishing, launching, or completing work 1k ★
Vocab Drift — Find vocabulary drift in a corpus without a declared registry — judgment-based clustering of likely-synonymous 131 ★