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building-rollback-plan

Build a production rollback runbook for ML model promotions.

2|Updated May 23, 2026
Search Tags:#rollback#runbook#canary#incident-response#smoke-test#model-deployment#state-reconciliation
One-click install
npx skills add https://github.com/rocklambros/rcs --skill building-rollback-plan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: building-rollback-plan
Source: https://github.com/rocklambros/rcs/tree/main/skills/ml-datasci/building-rollback-plan
Command: npx skills add https://github.com/rocklambros/rcs --skill building-rollback-plan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps teams pre-plan safe rollbacks for production model promotions so incidents can be reversed quickly without guesswork.

Core Features & Use Cases

  • Defines versioned artifact storage and retention so the previous model is always available when rollback is needed.
  • Captures deterministic rollback triggers, decision authority, traffic reversal, and state reconciliation for stateful systems.
  • Requires a smoke-test gate and a staging rehearsal before traffic returns to the prior version.
  • Use it when promoting a new model, responding to an oncall rollback question, or handling incompatible downstream state such as caches, sessions, or vector databases.

Quick Start

Ask Claude to build a rollback plan for your model promotion, including the previous artifact, rollback triggers, oncall authority, traffic reversal path, state handling, smoke-test gate, and rehearsal log.

Frequently Asked Questions about building-rollback-plan

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a rollback runbook for a production model deployment?▼

A production model rollback runbook captures versioned artifacts, deterministic triggers, oncall authority, traffic reversal, state reconciliation, and a smoke-test gate to reverse incidents without guesswork.

What is state reconciliation in a model rollback plan?▼

State reconciliation handles incompatible downstream outputs like caches, sessions, or vector databases during a rollback, ensuring the system returns to a consistent state after traffic reversal.

How do I set up rollback triggers for a canary release?▼

Rollback triggers for canary releases are deterministic thresholds defined in the runbook that, when breached, grant explicit oncall authority to initiate traffic reversal back to the previous model.

Do I need a staging rehearsal before rolling back a model promotion?▼

Yes, a staging rehearsal is required before traffic returns to the prior version, providing rehearsal evidence that the rollback mechanism and smoke-test gate function correctly.

Can I use a rollback runbook for blue/green model releases?▼

Yes, rollback runbooks apply to blue/green releases by defining a named traffic reversal mechanism and state reconciliation to safely switch traffic back to the prior versioned artifact.

What is a smoke-test re-entry gate in an incident response rollback?▼

A smoke-test re-entry gate validates the previous model's health before fully restoring traffic, ensuring the rollback target is operational during incident response.

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