asklokesh

Compound Learning

Name: Compound Learning
Author: asklokesh

Development community

SOURCE https://github.com/asklokesh/loki-mode/blob/main/skills/compound-learning.md

Description

# Compound Learning & Deep Planning **Inspired by:** Compound Engineering Plugin (Every/Kieran Klaassen) -- knowledge compounding philosophy where each unit of work makes subsequent work easier. --- ## Knowledge Compounding (Post-VERIFY) After VERIFY passes, evaluate whether the task produced a **novel insight** worth preserving. Extract structured solutions that feed back into future planning. ### When to Compound Extract a solution when the task involved: - Fixing a bug with a non-obviou

Installation

Installs to ~/.claude/skills/asklokesh-loki-mode-compound-learning/SKILL.md

Terminal

mkdir -p ~/.claude/skills/asklokesh-loki-mode-compound-learning && curl -fsSL https://raw.githubusercontent.com/asklokesh/loki-mode/HEAD/skills/compound-learning.md -o ~/.claude/skills/asklokesh-loki-mode-compound-learning/SKILL.md

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