GitNova

GitHub seismograph — discoveries and growing interest

JinHo-von-Choi/anti-samcheonpo

AI agentsGo
Total stars
78
Today · UTC
+1since 00:05 UTC
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AI 코딩 에이전트의 헛짓(과잉 검증·맥락 이탈·무한 루프·허위 완료)을 감지·경고·차단하는 하네스 / A harness that catches AI coding agents wasting time and money

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About the project

A Go harness that watches AI coding agents and catches wasted time and money: redundant verification, scope drift, loops, and false completion claims. It runs locally by hooking into Claude Code, Codex, opencode and other agents.

Useful for
  • Hook the harness into Claude Code to get warnings when the agent loops
  • Run samcheonpo audit to see where tokens went in past sessions
  • Block a repeated command run when no code has changed

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

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

Star growth looks organic. Data as of October 9, 2026, 00:59 UTC.

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

Stars per day

03060October 4, 2026October 9, 2026

Bars show daily stars; the line is a moving average of the available history. Short histories do not yet establish a reliable usual pace. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-09 (UTC), 00:05–00:49: 77 → 78 stars (+1). This is the change over that interval.
  • Estimated end-of-day forecast: about +28 stars, using observed gains and the previous day.
  • The repository is 2 days old and already has 78 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #186.
  • About 12 forks a day — people are taking the code.

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
78
Today
+1 star measured 2026-10-09, 00:05–00:49 UTC, ≈ 28 by evening
Forks
7
Issues and pull requests
0
Watchers
0
Language
Go
License
MIT
Latest release
v0.3.1 · October 7, 2026
Created
October 7, 2026
Last push
October 7, 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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GitNova: 3.9
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