# EvoMap/AutoResearch

> An open-source agent workflow for AI/ML research: from idea to a paper-ready evidence package. It runs through experiment planning, implementation, review, execution, and analysis with state persisted to disk.

- Magnitude: 1.6 out of 10 — Cooling
- Stars: 3,222 total · +0 stars on 2026-09-24 (UTC), ≈ 18 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: Apache-2.0 · Created: 2026-08-15 · Last push: 2026-09-16
- GitHub: https://github.com/EvoMap/AutoResearch · Page: https://gitnova.dev/en/r/EvoMap/AutoResearch

## Useful for

- Generate research directions from recent papers and open-source trends
- Run an experiment from an existing idea with persisted logs and metrics
- Validate a hypothesis via independent multi-model and blind review

## Why it’s here

- 0 stars so far today, about 18 expected by the end of the day.
- Interest is fading: the two-day pace is 18% of the previous week and a half.
- The repository is 40 days old and already has 3,222 stars.

## 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: 259
- Issues and pull requests: 11
- Watchers: 110
- Average over the last week: 23 per day
- Usual pace: 140 per day

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

2026-09-30 … 2026-10-29: 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 12 days

09-13 4.3, 09-14 2.7, 09-15 1.9, 09-16 2.1, 09-17 2.2, 09-18 2.2, 09-19 2.2, 09-20 1.6, 09-21 1.6, 09-22 1.5, 09-23 1.6, 09-24 1.6

---

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 2026-09-24 00:01 UTC, updated every 30 minutes.