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blunder-backfill

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Aktualisiert22. März 2026 um 21:12

Re-annotate recent games with outdated or missing blunder analysis.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

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GregorStocks

GregorStocks/mage-bench

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Verwandte BerufeSOC

Basierend auf der SOC-Berufsklassifikation

Softwarequalitätssicherungsanalysten und -testerInformatik- und Mathematikberufe·SOC 15-1253

SKILL.md

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description	Re-annotate recent games with outdated or missing blunder analysis.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

Blunder Backfill

Re-annotate games that have outdated or missing blunder analysis.

Run the backfill script on the most recent N outdated games (default 10):

uv run python -m magebench.analysis.toolbox.backfill_annotations [N]

The script:

Finds games with blunderScriptVersion older than current (or missing annotations)
Processes them most-recent-first
Runs full per-decision Sonnet 4.5 analysis on each
Prints a cost breakdown per game

Requires OPENROUTER_API_KEY environment variable.

If the user specifies a number, pass it as the argument. Otherwise use the default (10).

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description	Re-annotate recent games with outdated or missing blunder analysis.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

Blunder Backfill

Re-annotate games that have outdated or missing blunder analysis.

Run the backfill script on the most recent N outdated games (default 10):

uv run python -m magebench.analysis.toolbox.backfill_annotations [N]

The script:

Finds games with blunderScriptVersion older than current (or missing annotations)
Processes them most-recent-first
Runs full per-decision Sonnet 4.5 analysis on each
Prints a cost breakdown per game

Requires OPENROUTER_API_KEY environment variable.

If the user specifies a number, pass it as the argument. Otherwise use the default (10).