mage-bench

Debug a failing golden test from GitHub Actions logs and fix the root cause without papering over nondeterminism.

Investigate a game from raw logs, trace bugs to source code, and file detailed issues. Use for deeper debugging than export-only analysis.

Repo-specific validation and PR instructions for mage-bench.

Find Magic cards for compact golden-test scenarios using existing repo goldens, curated references, and Scryfall search recipes.

Analyze exported game files to assess gameplay, model decisions, and likely bugs without raw logs. Use for quick game triage.

Write or update low-noise golden prompt tests in tests/, including minimal decks, replay scripts, and golden regeneration.

Create a new game export schema version, migration module, and related tests.

Repo-specific build, test, and PR instructions for mage-bench issue solving.

Re-annotate recent games with outdated or missing blunder analysis. Use when users ask to backfill or refresh blunder annotations.

Analyze MCP tool errors across exports to find unhelpful error messages and recommend improvements.