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External CLI agents: drivers, adapters, sessions v1.0.0

Use this resource to debug or extend the external CLI agent pipeline

New

  • 478 downloads
  • 142 likes
  • 248 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install external-cli-agent-pipeline

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 follows the default debug order, checks the dispatched run identity invariants and spots common bug patterns in adapters and event mapping. You get a fix placed at the right level of the pipeline.

Mostly picked by

Updated November 2, 2026

Card for the “External CLI agents: drivers, adapters, sessions” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: pipeline map, invariants and common bug patterns
  • references/debug-workflow.md: step-by-step debug order

Good fit for

  • Claude Code events no longer render correctly in the interface
  • An external CLI agent session misbehaves after a restart

Not for

    Tags

    • CLI agents
    • Claude Code
    • Codex
    • debugging

    About

    You say

    “The Codex driver loses tool calls after the first turn, help me find where.”

    Card for the “External CLI agents: drivers, adapters, sessions” skill

    Skill published by lobehub under the Apache-2.0 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 debug or extend the external CLI agent pipeline
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/debug-workflow.md13.2 KB
    • SKILL.md8.2 KB

    Origin and licence

    Listed unmodified

    Author
    lobehub
    Source
    github.com/lobehub/lobehub/tree/4fe9e4227b730872669e12f9230d7672476af2f8/.agents/skills/heterogeneous-agent
    Licence
    Apache-2.0

    Notice

    « heterogeneous-agent » (lobehub, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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