# anonnerdfrenzy/survival-llm

> A local offline LLM assistant with a library of ~1.5M survival, medical and how-to articles; every answer cites the exact source passage.

- Magnitude: 5.4 out of 10 — Early signal
- Stars: 143 total · +4 stars measured 2026-10-28, 00:03–00:44 UTC, ≈ 60 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · Created: 2026-10-24 · Last push: 2026-10-27
- GitHub: https://github.com/anonnerdfrenzy/survival-llm · Homepage: https://brangus.io/survival-llm · Page: https://gitnova.dev/en/r/anonnerdfrenzy/survival-llm

## Useful for

- Look up water purification or burn treatment steps with no internet connection
- Add your own PDFs and documents so the assistant searches them too
- Check where an answer came from by opening the cited passage and its license

## Why it’s here

- Star-counter measurements on 2026-10-28 (UTC), 00:03–00:44: 139 → 143 stars (+4). This is the change over that interval.
- Estimated end-of-day forecast: about +60 stars, using observed gains and the previous day.
- The repository is 4 days old and already has 143 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #127.
- Hacker News: “Survival LLM: AI assistant and emergency library that runs on your own computer” — 158 points, 5 h ago.
- Recent forks include notable developers: @ian (207 followers).

## Star trust

Star growth looks organic.

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

## Numbers

- Forks: 9
- Issues and pull requests: 10
- Watchers: 0
- Average over the last week: 40 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 6
- Latest release: v0.3.1 (2026-10-27)

## Stars per day, last 5 days (oldest → newest, today is partial)

2026-10-24 … 2026-10-28: 7, 50, 30, 56, 4

## Magnitude by day, last 2 days

10-27 3.9, 10-28 5.4

## Hacker News

- Survival LLM: AI assistant and emergency library that runs on your own computer — 158 points, 94 comments: https://news.ycombinator.com/item?id=50264853

## Spotted in now

- Top new repositories this week: #127

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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 2026-10-28 00:56 UTC, updated every 30 minutes.