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Optimizing agent context: compression and masking v1.0.0

Use this resource to reduce an agent's cost and latency by optimizing its context

New

  • 411 downloads
  • 168 likes
  • 125 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llm-context-budget-optimization

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent chooses among compaction, observation masking, key-value cache optimization and partitioning, depending on your task, then sets the context budget. It notes that compression can lose critical information. You get an optimization plan to measure.

Mostly picked by

Updated November 2, 2026

Card for the “Optimizing agent context: compression and masking” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: compaction, masking and cache strategies
  • SKILL.md: budget management, preservation boundaries and decision framework

Good fit for

  • Your long conversations become slow and expensive
  • An agent task hits the model's context limit

Not for

    Tags

    • context
    • compaction
    • cost
    • latency

    About

    You say

    “My agent sessions exceed the context window: propose a compaction strategy.”

    Card for the “Optimizing agent context: compression and masking” skill

    Skill published by sickn33 under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to reduce an agent's cost and latency by optimizing its context
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md9.2 KB

    Origin and licence

    Listed unmodified

    Author
    sickn33
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/context-optimization
    Licence
    MIT

    Notice

    « context-optimization » (sickn33, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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