GitNova

GitHub seismograph — discoveries and growing interest

1105216375-alt/resimind

AI agentsPython#ai-agents#engineering#mathematics#neuro-symbolic#python
Total stars
97
Today · UTC
+3since 00:37 UTC
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Neuro-symbolic agents that verify, remember, and reuse. Learn checked rules without model retraining. Compact math, residual-guided recovery, verified memory, and optional Lean proofs.

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About the project

A Python neuro-symbolic agent architecture that verifies reasoning steps, stores checked rules in memory, and reuses them without retraining the model. A residual tracks what remains unsolved and guides the next attempt.

Useful for
  • Run the offline recovery demo that reuses a checked rule
  • Verify generated equalities with the optional Lean 4 backend
  • Build a custom domain on the shared agent core with own checks

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

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

Star growth looks organic. Data as of October 14, 2026, 02:14 UTC.

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

Stars per day

01225October 8, 2026October 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 2026-10-14 (UTC), 00:37–02:07: 94 → 97 stars (+3). This is the change over that interval.
  • Estimated end-of-day forecast: about +19 stars, using observed gains and the previous day.
  • The repository is 6 days old and already has 97 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #184.

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 7, 2026
—
October 8, 2026
16
October 9, 2026
12
October 10, 2026
8
October 11, 2026
19
October 12, 2026
25
October 13, 2026
16

Largest measured day in the last 30 days: 25 · October 12, 2026. Days with data: 6.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 14, 2026, 02:13 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
97
Today
+3 stars measured 2026-10-14, 00:37–02:07 UTC, ≈ 19 by evening
Forks
0
Issues and pull requests
0
Watchers
0
Language
Python
License
MIT
Latest release
v0.13.0 · October 13, 2026
Created
October 8, 2026
Last push
October 13, 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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