zadescoxp/calibrain-harness
- Total stars
- 218
- Today
- +38since 00:04 UTC
More actions
Calibrain Harness: a forward-testing harness for trading crypto perpetuals with fast classification models (Kairos today) on Bybit testnet. Under development.
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About the project
A forward-testing harness for crypto perpetual trading: plugs in fast classification models (Kairos, Jev), trades on Bybit testnet, and honestly evaluates whether the model has an edge.
Useful for
- Check whether a classifier has predictive edge on live perpetuals
- Run a forward test of a model with probability calibration and Brier/RPS/AUC metrics
- Launch a testnet bot on Bybit with protected stops and a kill switch
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of November 14, 2026, 11:22 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
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 2026-11-14 (UTC), 00:04–11:13: 180 → 218 stars (+38). This is the change over that interval.
- Estimated end-of-day forecast: about +77 stars, using observed gains and the previous day.
- The repository is 4 days old and already has 218 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- About 24 forks a day — people are taking the code.
- Recent forks include notable developers: @webclinic017 (356 followers).
Measured growth: the last 7 completed days
The full 7-day window is unavailable; no weekly total or comparison is calculated.
Daily measurements · UTC
- November 7, 2026
- —
- November 8, 2026
- —
- November 9, 2026
- —
- November 10, 2026
- 27
- November 11, 2026
- 61
- November 12, 2026
- 41
- November 13, 2026
- 70
Largest measured day in the last 30 days: 70 · November 13, 2026. Days with data: 4.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 14, 2026, 11:21 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.
Numbers
- Total stars
- 218
- Today
- +38 stars measured 2026-11-14, 00:04–11:13 UTC, ≈ 77 by evening
- Forks
- 50
- Issues and pull requests
- 0
- Watchers
- 3
- Language
- Python
- License
- MIT
- Created
- November 10, 2026
- Last push
- November 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
- November 14, 2026Top new repositories this week: #83
- November 13, 2026Top new repositories this week: #107
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/zadescoxp/calibrain-harness)