App Learn — Development skill for Claude Code
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
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
- Resolve Drizzle Migrations — Resolve Drizzle migration conflicts by accepting upstream and regenerating local migrations 2.5k ★
- Content Shipped — Proactively detect and log shipped content when user mentions publishing, launching, or completing work 1k ★
- Teach — View, add, or manage project conventions 80 ★
Full documentation available on GitHub
View Source RepositoryRelated Skills
Anthropic Mind
Anthropic Mind — a Claude Agent Skill distilled from 428 primary Anthropic sources, shipped with the full corp
Check Compat
Check whether a Coq project's declared dependencies are mutually compatible. Detect version conflicts before t
Enforcement Contradiction Rules
Always-on. When the enforcement system itself produces contradictions — gates blocking their own prerequisites
Analyze Mistakes
Analyze recent failures and error patterns for trends. Weekly companion to /reflect — reflect captures learnin
Failure Log
Append a FAIL-XXX entry to .memory/failures/log.md when a hypothesis fails verification.
Plugin Sort Hat
Sort incoming ideas into the right marketplace house (agent/command/skill/update/skip)
Related Agents
Vibe Vision Auto
Autonomous vision scan agent for scheduled execution. Runs non-interactively: promotes shipped Future items to
Contract Extractor
Builds the behavioral contract for an AgentPorter port. Writes contract/api.json and the unit contracts, harve
Responder
Drafting and knowledge agent. Answers questions from the project's knowledge corpus (vault, QMD) and drafts re