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Observe an AI agent: traces, tokens and cost v1.0.0

Use this resource to instrument an AI agent to track its traces, tokens and costs

New

  • 323 downloads
  • 237 likes
  • 221 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install agent-tracing-tokens-cost

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 instruments your agent: end-to-end and per-call latency, token usage, cost, tool calls and errors, with OpenTelemetry and Grafana dashboards. You get telemetry you can use to debug and set service objectives.

Mostly picked by

Updated November 2, 2026

Card for the “Observe an AI agent: traces, tokens and cost” skill

Details

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

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What you get

  • SKILL.md : core metrics (latency, tokens, cost, tools, errors)
  • SKILL.md : OpenTelemetry integration and structured logging

Good fit for

  • Your agent makes several tool calls and you don't know where it slows down
  • You want to track token spend per product or team

Not for

    Tags

    • observability
    • agent
    • tokens
    • opentelemetry

    About

    You say

    “Add telemetry to our coding agent: latency, tokens and cost per task.”

    Card for the “Observe an AI agent: traces, tokens and cost” skill

    Skill published by bagelhole 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 instrument an AI agent to track its traces, tokens and costs
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md35.7 KB

    Origin and licence

    Listed unmodified

    Author
    bagelhole
    Source
    github.com/bagelhole/devops-security-agent-skills/tree/0365f57a079b1332f95cf26e31dd2d5332a8399f/devops/ai/agent-observability
    Licence
    MIT

    Notice

    « agent-observability » (bagelhole, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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