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context-mgmt

Context engineering: compaction, progressive disclosure, structured notes via AgentDB. Triggers: tokens, compaction, memory, handoff, summarize, context window.

plugins/ariaxhan/kernel-claude/skills/context-mgmt/SKILL.md

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Last checked
Nov 4, 2026

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Repository last updated
Nov 7, 2026
License
Apache-2.0

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<skill id="context-mgmt">

<purpose>
Context is finite. Every token competes for attention.
Longer context makes things WORSE (30%+ accuracy drop for middle info).
Progressive disclosure: load what's needed when it's needed.

**Reasoning fidelity is the real metric, not token count.** Quality degrades at ~60-70% fill, not at the limit.
</purpose>

<prerequisite>
Monitor context usage. Compact or hand off proactively at ~60% capacity — not 80%, not at limit.
Use native /context command to check usage. This skill is for methodology.
</prerequisite>