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investigate-golden-flake

Community

Diagnose and fix flaky golden tests in CI.

Software Engineering#debugging#logs#diff#ci#replay#golden-test
AuthorGregorStocks
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This skill helps engineers quickly diagnose failing golden tests by extracting failure details from CI logs, diffs, and RPC traces, and guides them to the root cause.

Core Features & Use Cases

  • Analyze GitHub Actions golden-test failures by parsing run URLs, logs, and difference outputs.
  • Classify failures into common categories such as deterministic prompt drift, race conditions, or nondeterministic ordering.
  • Provide actionable steps and best-practice fixes for bridge/LMS test harness flakiness and replay reproducibility.

Quick Start

Provide the GitHub Actions URL for the failing golden test run and I will fetch the logs, identify the failing diff, and guide you to the root cause.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: investigate-golden-flake
Download link: https://github.com/GregorStocks/mage-bench/archive/main.zip#investigate-golden-flake

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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