Correction Memory

The Problem

When you correct an agent, that correction evaporates after the session. Next time you spawn the same agent type, it makes the same mistake. There's no memory of what you've already taught it.

What This Skill Installs

• lib/correction-tracker.js — logs corrections per agent type to memory/corrections/[AgentType].jsonl
• Hook into agent-context-loader.js — correction preamble prepended to spawns automatically (if intent-engineering is also installed)

Installation

Step 1 — Install correction-tracker

cp references/correction-tracker-template.js $OPENCLAW_WORKSPACE/lib/correction-tracker.js