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Explain an AI agent failure from its sessions v1.0.0

Use this resource to find the cause of an AI agent failure from its sessions

New

  • 461 downloads
  • 171 likes
  • 196 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-agent-session-root-cause

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 reads a specific session or failure pattern, follows the execution and tool calls, then links the failure to its origin. It also checks related patterns and writes the explanation. It requires Agent Analytics to be instrumented.

Mostly picked by

Updated November 2, 2026

Card for the “Explain an AI agent failure from its sessions” skill

Details

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

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What you get

  • SKILL.md: investigation scope and session analysis
  • SKILL.md: root-cause analysis, related patterns and presentation

Good fit for

  • An agent keeps returning tool errors
  • A user complains about a specific AI answer

Not for

    Tags

    • ai agent
    • session
    • errors
    • cause
    • diagnosis

    About

    You say

    “Explain why session abc-123 failed when the agent called the search tool.”

    Card for the “Explain an AI agent failure from its sessions” skill

    Skill published by amplitude 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 find the cause of an AI agent failure from its sessions
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md10.2 KB

    Origin and licence

    Listed unmodified

    Author
    amplitude
    Source
    github.com/amplitude/mcp-marketplace/tree/56df461e0bd803d78c1ff46e79e8fab3b859b2e9/plugins/amplitude/skills/investigate-ai-session
    Licence
    MIT

    Notice

    « investigate-ai-session » (amplitude, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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