Loopera-ai/loopera

面向基本面因子研究的智能体-A hypothesis-driven AI agent for fundamental factor research, with evidence-gated validation and research memory.

Finance & crypto#ai#ai-agent#quant

3.7 Early signal Magnitude out of 10. Star growth looks organic. Data as of September 14, 2026.

Open on Seismograph Open on GitHub

About the project

Public product/tech documentation repo for Loopera, an AI agent for fundamental factor research: hypothesis formation, factor construction and evidence-gated validation on financial statement data. No source code, CLI or API is provided, docs only.

Useful for

Study the described factor research workflow to plan your own pipeline
Evaluate the financial-statement hypothesis validation approach before adopting it

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

26 stars today.
Over the last two days the pace is 3.3× that of the previous week and a half.
The spike has held for 3 days in a row — not a one-off blip.
The repository is 5 days old and already has 148 stars.
Top new repositories this week: #98.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 148
Stars in a day: 26
Forks: 21
Issues and pull requests: 0
Watchers: 0
Created: September 8, 2026
Last push: September 11, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in

September 13, 2026Top new repositories this week: #96

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/Loopera-ai/loopera.svg?lang=en)](https://gitnova.dev/en/r/Loopera-ai/loopera)

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