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verify-learning

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UpdatedJuly 19, 2026 at 19:02

Runs post-test verification: checks the agent's state against a comprehensive checklist of learning artifacts (tree encodings, resolved hypotheses, reflections, skill return-protocols, guardrails, pattern signatures) and reports missing or drifted items. Use whenever the user says /verify-learning, after major framework changes to confirm the loop still produces learning, after a session with many commits and no encodings, or when framework-level health needs a diagnostic sweep. User-invocable AND agent-callable.

Installation

Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.

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