noahdgrant

ns-principle-guard-the-context-window

"Apply when context is filling up: large outputs, long files, repeated reads, fan-out planning. Route bulk to fresh-context agents; keep summaries in the main thread, not raw payloads."

noahdgrant 1 Updated 2w ago
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Install

npx skillscat add noahdgrant/nightshift/ns-principle-guard-the-context-window

Install via the SkillsCat registry.

SKILL.md

Guard the Context Window

The context window is finite and non-renewable within a session. Every token should be worth its cost.

Why: Context overflow degrades reasoning quality, creates compression artifacts, and halts progress.

Pattern:

  • Isolate large payloads. Hand verbose outputs, logs, captures, screenshots, and large documents to a fresh-context agent. The main context gets summaries, not raw data.
  • Keep frequently used content inline. Templates and references used on every invocation belong in the skill file, not in separate files that cost a read each time.
  • Size phases and cap scope. Limit files per phase, set turn budgets, account for mechanism costs.

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