GitNova

GitHub seismograph — discoveries and growing interest

Ayi914/paperchecker

AI agentsPython
Total stars
83
Today · UTC
+1since 02:55 UTC
Open on GitHub My finds →
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a totally PRIVATE paper agent that help you review your own paper.Prevent other AI company steal your paper and publish as their own work :)

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

A local CLI agent for Linux that runs a Qwen3-14B model to help you review your own papers, with local tool use, paper retrieval via RAG and MCP support, keeping data offline.

Useful for
  • Index your own PDFs into data/knowledge and ask the agent to summarize their key ideas with sources.
  • Run a one-off question non-interactively with 'scripts/start.sh "..." --quiet' for scripts or notes.
  • Keep a multi-window session with checkpoint enabled and a fixed thread-id to continue the same paper review.

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

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

Star growth looks organic. Data as of October 16, 2026, 04:33 UTC.

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

Stars per day

050100October 15, 2026October 16, 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 2026-10-16 (UTC), 02:55–04:22: 82 → 83 stars (+1). This is the change over that interval.
  • Estimated end-of-day forecast: about +56 stars, using observed gains and the previous day.
  • The repository is 1 day old and already has 83 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #200.

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 9, 2026
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October 10, 2026
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October 11, 2026
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October 12, 2026
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October 13, 2026
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October 14, 2026
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October 15, 2026
83

Largest measured day in the last 30 days: 83 · October 15, 2026. Days with data: 1.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 16, 2026, 04:32 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
83
Today
+1 star measured 2026-10-16, 02:55–04:22 UTC, ≈ 56 by evening
Forks
2
Issues and pull requests
0
Watchers
0
Language
Python
License
MIT
Created
October 15, 2026
Last push
October 15, 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
README badge

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

GitNova: 4.4
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