GitNova

GitHub seismograph — discoveries and growing interest

lemonadesaltbagel/crab

AI agentsPython#clean-room-reimplementation#ai-agents#behavioral-testing#black-box-testing#model-context-protocol
Total stars
160
Today
+3since 00:36 UTC
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CRAB (Clean Rebuild of Anything's Behavior): rebuild software from behavior, not source code. An MCP-powered toolkit for black-box observation, clean-room reimplementation, and behavioral verification.

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

About the project

A toolkit for clean-room reimplementation of app features from behavior rather than source: an observer agent studies the app as a black box, and a second agent implements only from a sanitized spec.

Useful for
  • Rebuild a third-party feature in your own product without copying code
  • Verify a clone against the original via abstract pass/fail verdicts
  • Record coverage and observation gaps in a signed audit log

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

2.0 Steady Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of November 3, 2026, 04:17 UTC.

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

Stars per day

02040October 22, 2026November 3, 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 2026-11-03 (UTC), 00:36–04:11: 157 → 160 stars (+3). This is the change over that interval.
  • Estimated end-of-day forecast: about +18 stars, using observed gains and the previous day.
  • The repository is 12 days old and already has 160 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.

Measured growth: the last 7 completed days

New stars over 7 days: 103.

Daily measurements · UTC
October 27, 2026
12
October 28, 2026
12
October 29, 2026
12
October 30, 2026
19
October 31, 2026
12
November 1, 2026
18
November 2, 2026
18

Largest measured day in the last 30 days: 34 · October 26, 2026. Days with data: 12.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 3, 2026, 04:17 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
160
Today
+3 stars measured 2026-11-03, 00:36–04:11 UTC, ≈ 18 by evening
Forks
26
Issues and pull requests
0
Watchers
21
Language
Python
License
Apache-2.0
Created
October 22, 2026
Last push
November 3, 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: 2.0
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