Skill Claude CodeCodex
Use before risky or recurring work, or when a current task resembles a previously recorded failure and the task provides concrete evidence for a bounded lookup.
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original MIT
Local, cross-agent memory that helps Codex, Claude Code, Copilot, and Cursor learn from real failures without treating requirement changes as mistakes.
Skill Claude CodeCodex
Use before risky or recurring work, or when a current task resembles a previously recorded failure and the task provides concrete evidence for a bounded lookup.
Skill Claude CodeCodex
Use when a user challenges a prior agent outcome, reports recurrence, or explicitly asks the agent to learn from a failure; do not treat new requirements, clarifications, first-time preferences, or ordinary refinement as failures.