anthropics / anthropics/claude-code-action

Automatic PR Code Review solutions are vulnerable to model upgrades

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Langage dominant
TypeScript
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Description

Our team uses a Claude auto review workflow based largely on the [enhanced example in the solutions guide](https://github.com/anthropics/claude-code-action/blob/main/docs/solutions.md#enhanced-example-with-progress-tracking). When Opus 5 became the default model late last week, we noticed significant degradation in the quality of reviews.

Previously, it was possible to address Claude's feedback over three or fewer iterations, and see a more or less approving review. With the model upgrade, our team was stuck in a seemingly endless loop of iteration, with Claude finding new issues on every pass.

We've found the workflow incredibly valuable overall, and would like for other teams to be able to derive similar value from the out-of-the-box workflow going forward.

In the short term, we pinned our workflow to Opus 4.8, but I could also imagine updating the example prompt to give a clearer scope to Opus 5 and future models.

Guide de contribution

Ouvrir le guide de contribution

Piste de recherche

Start with docs/solutions.md's enhanced example with progress tracking and compare it with the team's Opus 4.8-pinned workflow. Determine how the example should constrain review scope across Opus 5 and future model upgrades, then verify the documented workflow no longer encourages endless iterations.

Rédigé par le modèle d'indexation à partir du texte de l'issue.

Évaluation

Domaine
ci-cd, documentation
Type d'issue
Fonctionnalité
Difficulté
4/5
Temps estimé
3-5 jours
Activité
Calme
Clarté
Plutôt claire
Accessibilité débutants
48/100

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