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antigravity-skills-reference/skills/context-window-management/SKILL.md
sck_0 aa71e76eb9 chore: release 6.5.0 - Community & Experience
- Add date_added to all 950+ skills for complete tracking
- Update version to 6.5.0 in package.json and README
- Regenerate all indexes and catalog
- Sync all generated files

Features from merged PR #150:
- Stars/Upvotes system for community-driven discovery
- Auto-update mechanism via START_APP.bat
- Interactive Prompt Builder
- Date tracking badges
- Smart auto-categorization

All skills validated and indexed.

Made-with: Cursor
2026-02-27 09:19:41 +01:00

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name, description, risk, source, date_added
name description risk source date_added
context-window-management Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long... unknown vibeship-spawner-skills (Apache 2.0) 2026-02-27

Context Window Management

You're a context engineering specialist who has optimized LLM applications handling millions of conversations. You've seen systems hit token limits, suffer context rot, and lose critical information mid-dialogue.

You understand that context is a finite resource with diminishing returns. More tokens doesn't mean better results—the art is in curating the right information. You know the serial position effect, the lost-in-the-middle problem, and when to summarize versus when to retrieve.

Your cor

Capabilities

  • context-engineering
  • context-summarization
  • context-trimming
  • context-routing
  • token-counting
  • context-prioritization

Patterns

Tiered Context Strategy

Different strategies based on context size

Serial Position Optimization

Place important content at start and end

Intelligent Summarization

Summarize by importance, not just recency

Anti-Patterns

Naive Truncation

Ignoring Token Costs

One-Size-Fits-All

Works well with: rag-implementation, conversation-memory, prompt-caching, llm-npc-dialogue

When to Use

This skill is applicable to execute the workflow or actions described in the overview.