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Telemetry-driven test design v1.0.0

Use this resource to design tests from production traces, logs and errors

New

  • 375 downloads
  • 242 likes
  • 145 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install telemetry-driven-test-design

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 links OpenTelemetry instrumentation to tests, turns production errors into coverage gaps and ranks the tests to write by frequency and impact. It also adds assertions on trace structure.

Mostly picked by

Updated November 2, 2026

Card for the “Telemetry-driven test design” skill

Details

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

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What you get

  • SKILL.md: feedback loop, trace assertions and priorities
  • references/trace-assertions.md: trace-based assertions
  • references/log-and-error-pipeline.md: log and error pipeline

Good fit for

  • Recurring production errors have no matching test
  • You want to check that a path never hits the database

Not for

    Tags

    • telemetry
    • opentelemetry
    • traces
    • logs
    • tests

    About

    You say

    “Analyse this week's production errors and suggest tests to add, ranked by frequency.”

    Card for the “Telemetry-driven test design” skill

    Skill published by petrkindlmann 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 design tests from production traces, logs and errors
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/log-and-error-pipeline.md3.6 KB
    • references/trace-assertions.md9.5 KB
    • SKILL.md22.2 KB

    Origin and licence

    Listed unmodified

    Author
    petrkindlmann
    Source
    github.com/petrkindlmann/qa-skills/tree/62434253c2592f27b494609c27f224939c86346d/skills/observability-driven-testing
    Licence
    MIT

    Notice

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

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