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Cost and error analysis for GenAI apps v1.0.0

Use this resource to analyze cost, latency and errors of a generative AI application

New

  • 584 downloads
  • 185 likes
  • 205 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install llm-cost-latency-observability

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 OpenTelemetry gen_ai spans in Dynatrace to track tokens by model and provider, latency, errors and agent loops. It also reviews conversations, guardrails and evaluation quality, and helps set up OpenTelemetry.

Mostly picked by

Updated November 2, 2026

Card for the “Cost and error analysis for GenAI apps” 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: use cases, example questions and core signals
  • references/: cost and tokens, agent signals, conversations, guardrails and evaluations

Good fit for

  • Your token bill is rising and you want to know which prompt drives it
  • An agent loops on a tool and you need to catch it

Not for

    Tags

    • llm
    • tokens
    • cost
    • observability

    About

    You say

    “Show the token cost per model for the week and the three most expensive prompts.”

    Card for the “Cost and error analysis for GenAI apps” skill

    Skill published by dynatrace 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 cost, latency and errors of a generative AI application
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.7 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/agent-signals.md18 KB
    • references/conversation-analytics.md7.2 KB
    • references/cost-and-tokens.md12.5 KB
    • references/evaluations.md7.7 KB
    • references/golden-signals.md6.7 KB
    • references/guardrails.md6.4 KB
    • references/llm-signals.md5.5 KB
    • SKILL.md18.2 KB

    Origin and licence

    Listed unmodified

    Author
    dynatrace
    Source
    github.com/dynatrace/dynatrace-for-ai/tree/0c0375cbf15d902a8f7975dd51a6decfdf46f864/skills/dt-obs-genai
    Licence
    Apache-2.0

    Notice

    « dt-obs-genai » (dynatrace, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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