GitNova

GitHub seismograph — discoveries and growing interest

Prophetlab/Investor-Last-Exam

Finance & cryptoPython
Total stars
122
Today
+0since 00:27 UTC
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Investor’s Last Exam: Can AI Agents Do Equity Investment Without Seeing the Future?

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About the project

A buy-side benchmark for equity investment research featuring 86 assignments and a time-frozen corpus of 3.4 million document versions to test whether AI agents can form sound investment judgments using only information available at a historical cutoff.

Useful for
  • Evaluate how AI agents handle investment research under strict temporal restrictions
  • Compare LLM performance on forecasting accuracy, evidence reconciliation, and investment decision quality
  • Test whether agents can reconstruct financial statements and cash-flow identities from historical filings

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

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

Star growth looks organic. Data as of October 31, 2026, 01:21 UTC.

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

Stars per day

060120October 28, 2026October 31, 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 2026-10-31 (UTC), 00:27–01:10: 122 → 122 stars (+0). This is the change over that interval.
  • Estimated end-of-day forecast: about +100 stars, using observed gains and the previous day.
  • The repository is 3 days old and already has 122 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #158.

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 24, 2026
—
October 25, 2026
—
October 26, 2026
—
October 27, 2026
—
October 28, 2026
6
October 29, 2026
2
October 30, 2026
112

Largest measured day in the last 30 days: 112 · October 30, 2026. Days with data: 3.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 31, 2026, 01:20 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
122
Today
+0 stars measured 2026-10-31, 00:27–01:10 UTC, ≈ 100 by evening
Forks
4
Issues and pull requests
2
Watchers
1
Language
Python
Created
October 28, 2026
Last push
October 30, 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.

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