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Self Managed Context

Muratcan Koylan

This skill should be used when a model gets read-write control over its own live context window instead of a harness-scheduled compaction policy: the context exposed as an editable file the model rewrites with code tools, model-driven eviction and in-place updates, the harness invariants that keep self-editing safe (pinned prefix, edit gate, edit receipts, budget readouts, rollback on overflow)…

Install

npx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill self-managed-context