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NVIDIA/SkillEvaluator

AI agentsPython#agentic-ai#evaluation#agent-evaluation#agent-security#skills
Total stars
1,168
Today
+46since 00:03 UTC
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Multi-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affect agent behavior.

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About the project

Open-source NVIDIA tool for evaluating AI agent skills defined by the Agent Skills specification. It runs static quality gates, security scanning, overlap detection and sandboxed live agent runs to measure how a skill affects task results.

Useful for
  • Check changed agent skills in a GitHub or GitLab pipeline before merge
  • Find duplicated or semantically overlapping instructions between skills
  • Compare sandboxed agent runs with and without a skill to measure its impact

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

How to get started

git clone --depth 1 https://github.com/NVIDIA/SkillEvaluator.git
cd SkillEvaluator

Copied as is from the “quickstart” section of the README. GitNova has not run these commands: check them in the original before running. Full instructions →

5.9 Early signal Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of November 14, 2026, 10:41 UTC.

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

Stars per day

0125250August 17, 2026November 14, 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

  • Star-counter measurements on 2026-11-14 (UTC), 00:03–10:32: 1122 → 1168 stars (+46). This is the change over that interval.
  • Estimated end-of-day forecast: about +134 stars, using observed gains and the previous day.
  • Over the last two days the pace is 14× that of the previous week and a half.
  • Elevated gains were measured on the last 3 completed UTC days in a row. Continued growth is not guaranteed.
  • About 24 forks a day — people are taking the code.

Measured growth: the last 7 completed days

New stars over 7 days: 503. +1297% versus the preceding 7 days.

Daily measurements · UTC
November 7, 2026
5
November 8, 2026
5
November 9, 2026
9
November 10, 2026
3
November 11, 2026
71
November 12, 2026
207
November 13, 2026
203

Largest measured day in the last 30 days: 207 · November 12, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 14, 2026, 10:41 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
1,168
Today
+46 stars measured 2026-11-14, 00:03–10:32 UTC, ≈ 134 by evening
Forks
135
Issues and pull requests
547
Watchers
1
Language
Python
License
Apache-2.0
Latest release
v0.9.0 · November 13, 2026
Created
June 24, 2026
Last push
November 14, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

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.

GitNova: 5.9
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