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Agent context drift canary v1.0.0

Use this resource to detect an agent's context degradation during long sessions

New

  • 365 downloads
  • 235 likes
  • 209 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install agent-context-drift-canary

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 adds a checkable signal to every reply, for example your name and a turn counter, so that a forgotten instruction becomes visible at once. When the signal disappears, it runs a recovery protocol. You spot forgotten instructions early in long sessions.

Mostly picked by

Updated November 2, 2026

Card for the “Agent context drift canary” skill

Details

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

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What you get

  • SKILL.md: signal contract, emission rules and recovery protocol
  • references/: research on silent context degradation

Good fit for

  • Your agent sessions run long and it forgets instructions given at the start
  • You want an early warning for context drift

Not for

    Tags

    • context
    • drift
    • session
    • agents
    • compaction

    About

    You say

    “Install a context canary: every reply starts with my name and the turn number.”

    Card for the “Agent context drift canary” skill

    Skill published by juliusbrussee 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 detect an agent's context degradation during long sessions
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/research.md6.8 KB
    • SKILL.md6.5 KB

    Origin and licence

    Listed unmodified

    Author
    juliusbrussee
    Source
    github.com/juliusbrussee/skills/tree/8470b263d82579bd5b563b1e4e494472d3f0457f/skills/context-canary
    Licence
    MIT

    Notice

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

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