# nMaas8388/github-ranking-audit

> A Python script that audits a GitHub repository's search ranking signals: it checks name, description, topics, README, stars, and activity, scoring each factor from 0 to 100.

- Magnitude: 0.0 out of 10 — Quiet
- Stars: 212 total · +0 stars on 2026-10-04 (UTC), ≈ 0 by evening
- Star trust: unusual star pattern (heuristic)
- Category: Developer tools · Language: Python · License: MIT · Created: 2026-09-17 · Last push: 2026-09-17
- GitHub: https://github.com/nMaas8388/github-ranking-audit · Homepage: https://buygithub.com/blog/github-seo-rank-repository/?utm_source=github&utm_medium=readme&utm_campaign=github-ranking-audit · Page: https://gitnova.dev/en/r/nMaas8388/github-ranking-audit

## Useful for

- Check how well a repository's name and description match search queries.
- Evaluate topic count and relevance to improve discoverability.
- Compare multiple repositories by overall score and activity.

## Why it’s here

- The repository is 17 days old and already has 212 stars.

## Star trust

Unusual star pattern (heuristic).
- Stars arrived in one batch on a single day (180) and stopped right after: 20 over the next two days. Real interest usually fades gradually.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 13
- Issues and pull requests: 0
- Watchers: 22
- Average over the last week: 0 per day
- Usual pace: 8 per day
- Latest release: v1.0.0 (2026-09-17)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-10-04 … 2026-11-02: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 14 days

09-21 0.2, 09-22 0.0, 09-23 0.0, 09-24 0.0, 09-25 0.0, 09-26 0.0, 09-27 0.0, 09-28 0.0, 09-29 0.0, 09-30 0.0, 10-01 0.0, 10-02 0.0, 10-03 0.0, 10-04 0.0

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-04 00:26 UTC, updated every 30 minutes.