Use this skill when outcomes, completed inquiries, experiment results, incident recurrences, evaluation traces, or several related cases are available and the goal is to learn about object conclusions, methods, skill routing, coordination, or the learning process itself. Invoke for retrospectives, calibration reviews, portfolio learning, proposed skill improvements, and outcome-driven reopening. Do not use it to preserve ordinary session state, to rewrite a skill from one anecdote, or when no...
Scanned 9/11/2026
Install to Claude Code
Skills Directorynpx -y skills add oaknational/oak-open-curriculum-ecosystem --skill oak-parallax-learn --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: oak-parallax-learn
description: Use this skill when outcomes, completed inquiries, experiment results, incident recurrences, evaluation traces, or several related cases are available and the goal is to learn about object conclusions, methods, skill routing, coordination, or the learning process itself. Invoke for retrospectives, calibration reviews, portfolio learning, proposed skill improvements, and outcome-driven reopening. Do not use it to preserve ordinary session state, to rewrite a skill from one anecdote, or when no outcome or performance evidence exists.
---
# Parallax Learn (Cross-tool)
Read and follow `.agent/skills/cognition/parallax-learn/SKILL-CANONICAL.md`.
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Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.
