# Loopera-ai/loopera

> 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.

- Magnitude: 0.0 out of 10 — Steady
- Stars: 205 total · +0 stars on 2026-09-25 (UTC), ≈ 0 by evening
- Star trust: star growth looks organic
- Category: Finance & crypto · Created: 2026-09-08 · Last push: 2026-09-11
- GitHub: https://github.com/Loopera-ai/loopera · Homepage: https://loopera.cn · Page: https://gitnova.dev/en/r/Loopera-ai/loopera

## Useful for

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

## Why it’s here

- The repository is 17 days old and already has 205 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: 33
- Issues and pull requests: 0
- Watchers: 0
- Average over the last week: 0 per day
- Usual pace: 13 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 13 days

09-13 3.7, 09-14 3.1, 09-15 0.9, 09-16 2.3, 09-17 2.8, 09-18 0.4, 09-19 0.4, 09-20 0.0, 09-21 0.0, 09-22 0.0, 09-23 0.0, 09-24 0.0, 09-25 0.0

---

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 2026-09-25 00:05 UTC, updated every 30 minutes.