# AbhramJohn/instagram-engagement-bot

> A community-built desktop automation tool for Windows that automatically likes Instagram posts, with configurable pacing, targets, limits and session scheduling. It is aimed at users who want to automate Instagram engagement locally.

- Magnitude: 3.5 out of 10 — Early signal
- Stars: 333 total · +0 stars measured 2026-11-09, 00:03–02:10 UTC, ≈ 72 by evening
- Star trust: unusual star pattern (heuristic)
- Category: Other · Language: HTML · Created: 2026-11-06 · Last push: 2026-11-08
- GitHub: https://github.com/AbhramJohn/instagram-engagement-bot · Page: https://gitnova.dev/en/r/AbhramJohn/instagram-engagement-bot

## Useful for

- Run a scheduled liking session against chosen hashtags and profiles
- Set daily like limits and active hours to pace the bot's activity
- Review activity logs and reports to check what was liked and skipped

## Why it’s here

- Star-counter measurements on 2026-11-09 (UTC), 00:03–02:10: 333 → 333 stars (+0). This is the change over that interval.
- Estimated end-of-day forecast: about +72 stars, using observed gains and the previous day.
- The repository is 3 days old and already has 333 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #187.

## Star trust

Unusual star pattern (heuristic).
- Very few forks: 0 for 333 stars. Active projects usually have 3–15 forks per 100 stars.

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

## Numbers

- Forks: 0
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 101 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 0

## Stars per day, last 4 days (oldest → newest, today is partial)

2026-11-06 … 2026-11-09: 0, 245, 88, 0

## Magnitude by day, last 2 days

11-08 5.5, 11-09 3.5

## Spotted in now

- Top new repositories this week: #187

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   Full card: https://gitnova.dev/en/r/Th0rgal/satmux.md
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   A repository advertising a 'pre-activated' Sp Flash Tool package for Windows x64, delivered through PowerShell scripts that download from an external domain. It contains no source code, only installation instructions.
   Full card: https://gitnova.dev/en/r/UpperGunsmithShack/sp-flash-tool.md
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   A repository that claims to offer a pre-activated Power Director 2026 build for Windows, but its README only provides instructions to run an obfuscated PowerShell script from an external domain, which is a common malware distribution…
   Full card: https://gitnova.dev/en/r/Teralunapick/power-director.md
5. **SleuthPropagate/imobie-anytrans** — 4.7 · Early signal · Other · +0 stars measured 2026-11-09, 00:03–02:09 UTC, ≈ 327 by evening · unusual star pattern (heuristic)
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   Full card: https://gitnova.dev/en/r/SleuthPropagate/imobie-anytrans.md

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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 2026-11-09 02:18 UTC, updated every 30 minutes.