# guregodevo/memdoor

> A single-binary CLI coding and automation agent that runs locally or over SSH, keeps multi-step workflows as files in your repo, and can be driven from a terminal, CI, or cron. It reduces token usage by putting a decision model in front of the chat model.

- Magnitude: 5.4 out of 10 — Early signal
- Stars: 29 total · +19 stars measured 2026-11-01, 00:45–03:28 UTC, ≈ 54 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Go · License: Apache-2.0 · Created: 2026-10-05 · Last push: 2026-11-01
- GitHub: https://github.com/guregodevo/memdoor · Homepage: https://memdoor.ai · Page: https://gitnova.dev/en/r/guregodevo/memdoor

## Useful for

- Run a PR review or test-fixing workflow in GitHub Actions on your own API key
- Start a long coding task over SSH and resume the same conversation later from a phone or terminal
- Automate recurring jobs like release notes or issue triage from cron or a shell script

## Why it’s here

- Star-counter measurements on 2026-11-01 (UTC), 00:45–03:28: 10 → 29 stars (+19). This is the change over that interval.
- Estimated end-of-day forecast: about +55 stars, using observed gains and the previous day.
- Before this, the repository barely got any stars — about 0 per day.
- The repository is 27 days old and already has 29 stars.
- Hacker News: “Memdoor: A team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard” — 112 points, 4 h ago.
- About 37 forks a day — people are taking the code.

## 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: 6
- Issues and pull requests: 2
- Watchers: 0
- Average over the last week: 12 per day
- Usual pace: 0 per day
- Stars in the last hour (measured): 5
- Latest release: v1.755.0 (2026-11-01)

## Stars per day, last 28 days (oldest → newest, today is partial)

2026-10-05 … 2026-11-01: 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 19

## Hacker News

- Memdoor: A team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard — 112 points, 58 comments: https://news.ycombinator.com/item?id=50320995

## Spotted in now

- Spotted on Hacker News

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   Full card: https://gitnova.dev/en/r/Orkas-AI/Orkas.md
4. **wangzan101/Mika** — 8.0 · Breakout · AI agents · Kotlin · +155 stars measured 2026-11-01, 00:01–03:28 UTC, ≈ 1,052 by evening
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   Full card: https://gitnova.dev/en/r/wangzan101/Mika.md
5. **heydamir/unslop** — 7.9 · Breakout · AI agents · JavaScript · +210 stars measured 2026-11-01, 00:01–03:28 UTC, ≈ 1,830 by evening
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   Full card: https://gitnova.dev/en/r/heydamir/unslop.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 2026-11-01 03:39 UTC, updated every 30 minutes.