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Progressive rollouts and guardrail metrics v1.0.0

Use this resource to make a release safer with flags, staged rollouts and guardrail metrics

New

  • 361 downloads
  • 162 likes
  • 108 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install production-release-safety

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 designs tests with flags on and off, a staged rollout and canary analysis. It defines guardrail metrics and a rollback plan before the feature is opened to users.

Mostly picked by

Updated November 2, 2026

Card for the “Progressive rollouts and guardrail metrics” skill

Details

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

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What you get

  • SKILL.md: blast radius and rollback principles
  • references/patterns.md: flag, canary and dark launch patterns
  • references/rollout-policy.md: staged rollout policy

Good fit for

  • You want to launch a feature to 5% of users first
  • You need to test feature flags without risking production

Not for

    Tags

    • feature flags
    • progressive rollout
    • canary
    • production
    • rollback

    About

    You say

    “Define the staged rollout for the new search: 5%, then 25%, with the stop metrics.”

    Card for the “Progressive rollouts and guardrail metrics” 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 make a release safer with flags, staged rollouts and guardrail metrics
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md7.3 KB
    • references/rollout-policy.md3.5 KB
    • SKILL.md21 KB

    Origin and licence

    Listed unmodified

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

    Notice

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

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