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Instrumenting an application with Logfire v1.0.0

Use this resource to instrument application code with Logfire

New

  • 553 downloads
  • 184 likes
  • 127 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install instrument-app-with-logfire

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 detects the project's language and frameworks, installs the Logfire SDK and adds traces, logs, metrics and AI agent spans for frameworks such as Pydantic AI, LangChain, CrewAI or Google ADK. It also sets service names and metadata. Your application then sends its telemetry to Logfire.

Mostly picked by

Updated November 2, 2026

Card for the “Instrumenting an application with Logfire” skill

Details

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

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What you get

  • SKILL.md: authentication, project detection and installation per language
  • references/: authentication, Python and JavaScript integrations, frameworks and troubleshooting

Good fit for

  • You want to understand what your application does in production
  • You are adding AI agent calls and want to see each step

Not for

    Tags

    • instrumentation
    • traces
    • logs
    • python
    • javascript

    About

    You say

    “Add Logfire to my FastAPI API and trace the model calls made with Pydantic AI.”

    Card for the “Instrumenting an application with Logfire” skill

    Skill published by pydantic 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 application code with Logfire
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/auth.md12.8 KB
    • references/javascript/ai-sdk.md4.8 KB
    • references/javascript/cloudflare-and-deno.md3.1 KB
    • references/javascript/frameworks.md2 KB
    • references/javascript/installation-and-env.md4.1 KB
    • references/javascript/nextjs.md2.4 KB
    • references/javascript/node-runtime.md3.2 KB
    • references/javascript/patterns.md5.1 KB
    • references/javascript/project-detection.md2.9 KB
    • references/javascript/react-browser.md0.9 KB
    • references/javascript/verification-troubleshooting.md2.9 KB
    • references/python/integrations.md4.8 KB
    • references/python/logging-patterns.md3.8 KB
    • references/rust/patterns.md2.9 KB
    • SKILL.md24.6 KB

    Origin and licence

    Listed unmodified

    Author
    pydantic
    Source
    github.com/pydantic/skills/tree/98f591c0886eb11df0bdd57804419e11439efc93/skills/logfire-instrumentation
    Licence
    MIT

    Notice

    « logfire-instrumentation » (pydantic, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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