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xinxuxin/keystone-bench

Language modelsPython#ai-safety#benchmark#clinical-decision-support#dataset#evaluation
Total stars
325
Today
+0
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A clinical decision-evidence benchmark: pull the one fact an answer rests on, and see whether the assistant's action moves with the evidence. Built on HealthBench.

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About the project

A clinical chat benchmark: it tests whether an assistant's action changes when one decisive fact in a conversation is removed, replaced, or contradicted, and whether the physician rubric stays applicable.

Useful for
  • Test whether an assistant stays cautious when a decisive fact is removed from the question
  • Check whether a model overreacts to a salient but irrelevant fact in the dialogue
  • Compare several assistants' behaviour on the same set of clinical twin conversations

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

1.4 Steady Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of September 24, 2026, 00:01 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

04080September 7, 2026October 29, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • 0 stars so far today, about 18 expected by the end of the day.
  • The repository is 17 days old and already has 325 stars.

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 22, 2026
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October 23, 2026
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October 24, 2026
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October 25, 2026
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October 26, 2026
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October 27, 2026
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October 28, 2026
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Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: September 24, 2026, 00:01 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
325
Today
+0 stars on 2026-09-24 (UTC), ≈ 18 by evening
Forks
3
Issues and pull requests
0
Watchers
1
Language
Python
Latest release
v0.4.0 · September 7, 2026
Created
September 7, 2026
Last push
September 15, 2026

Star trust

Star growth looks organic. The magnitude is lowered, not zeroed:

  • Fewer forks than usual: 3 for 325 stars.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in
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Paste it into your README — the badge shows the current magnitude and links to this page.

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