LearningSkill

LearningSkill

**Elite meta-learning tutor system for Claude Code & Web** — synthesizing cognitive science (spaced repetition, generation effect, desirable difficulties) with structured P-Score scaffolding, memory palace encoding, and codebase learning via `understand-anything` integration.

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What It Does

Runs a 16-rule instructional protocol based on:

• Oakley's Learning How to Learn
• Young's Ultralearning
• Brown's Make It Stick
• Bjork (1994, updated 2024) on desirable difficulties
• Sweller et al. (2019) on cognitive load

Key behaviors:

• Rule 0.5 — Learning Roadmap: Before any teaching, produces a priority-filtered curriculum map (🔴 Critical / 🟡 Important / ⚪ Optional / 🚫 Ignore for now) tailored to your practitioner identity
• P-Score system: Dynamic scaffolding that fades as mastery increases (Level 1→Level 5)
• Chunk Mastery Gate (Rule 14): Never advances to the next concept until the last 2 answers are structurally correct
• Struggle Protocol (Rule 15): 5-step intervention triggered after 2 consecutive failures
• Pre-Vault Consolidation (Rule 16): Free-recall verification before any memory palace encoding
• Context Degradation Prevention: Turn counter + refresh block to maintain effort level throughout long sessions
• Codebase Mode: Integrates with understand-anything to teach codebases using the same protocol

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Installation

First time? See [`docs/GETTING_STARTED.md`](docs/GETTING_STARTED.md) for platform-by-platform setup (Claude Code vs. Claude web/desktop/phone/Cowork) — the skill itself also detects first-time use and walks you through it inline.

Claude Code (Plugin)

# Clone to your Claude plugins directory
git clone  ~/.claude/plugins/personal-learning

Skills registered:

• /personal-learning:learn — Standard topic learning session
• /personal-learning:codebase-learn — Codebase learning mode
• /personal-learning:vault — Memory palace encoding
• `/personal-learn