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Analyzing AI agent traces from the CLI v1.0.0

Use this resource to analyze AI agent trace files without reading the raw JSON

New

  • 354 downloads
  • 222 likes
  • 195 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-agent-trace-analysis

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 queries agent traces with the unbox-ai CLI: summary, tool usage, cost, cache efficiency and tool calls. The commands are read-only and their output is bounded.

Mostly picked by

Updated November 2, 2026

Card for the “Analyzing AI agent traces from the CLI” 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: workflow from broad to specific
  • SKILL.md: reading the numbers and analysis recipes
  • SKILL.md: supported formats and DevTools databases

Good fit for

  • An agent was expensive and you want to know why
  • You want to summarize what an agent did during a run

Not for

    Tags

    • traces
    • agents
    • cost
    • tools

    About

    You say

    “Explain why this agent run was slow and expensive.”

    Card for the “Analyzing AI agent traces from the CLI” skill

    Skill published by tester-army 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 analyze AI agent trace files without reading the raw JSON
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md5.8 KB

    Origin and licence

    Listed unmodified

    Author
    tester-army
    Source
    github.com/tester-army/e2e/tree/92409e5b43a19b4f0d7d2c99a2da6a3a76c5c880/.claude/skills/unbox-ai
    Licence
    Apache-2.0

    Notice

    « unbox-ai » (tester-army, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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