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sandeepyadav1478/touchstone

Improves a production agent system by repairing the evals that judge it. Failures are mined into new eval cases, and gates on both sides control what enters: false negatives the suite would never catch, false positives that refuse a correct change. The system improves by having to pass.

What is touchstone?

touchstone is a Claude Code agent skill that improves a production agent system by repairing the evals that judge it. Failures are mined into new eval cases, and gates on both sides control what enters: false negatives the suite would never catch, false positives that refuse a correct change. The system improves by having to pass.

Works with~Claude Code~Codex CLI~Cursor
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What does touchstone do?

Improves a production agent system by repairing the evals that judge it. Failures are mined into new eval cases, and gates on both sides control what enters: false negatives the suite would never catch, false positives that refuse a correct change. The system improves by having to pass.

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