# Tencent/LoopForge

> Self-hosted workspace for delivering software with coding agents: a Main Bot opens Docker sandboxes, delegates to project roles, and runs SOPs (agent, script and human-gate nodes) to produce PRs with review built in.

- Magnitude: 3.1 out of 10 — Peaking
- Stars: 689 total · +20 stars measured 2026-11-14, 00:03–11:15 UTC, ≈ 44 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Go · Created: 2026-07-28 · Last push: 2026-11-14
- GitHub: https://github.com/Tencent/LoopForge · Homepage: https://loopforge.cn · Page: https://gitnova.dev/en/r/Tencent/LoopForge

## Useful for

- Run a built-in backend or bug-fix SOP to deliver a requirement with approval gates
- Chat with Main Bot to explore a repo and get a PR opened automatically
- Pause, retry or rerun a failed SOP node from its logs and artifacts

## How to get started

```sh
git clone https://github.com/Tencent/LoopForge.git
cd LoopForge
./start.sh
```

Copied as is from the “quick start” section of the README. GitNova has not run these commands: check them in the original before running: https://github.com/Tencent/LoopForge#readme

## Why it’s here

- Star-counter measurements on 2026-11-14 (UTC), 00:03–11:15: 669 → 689 stars (+20). This is the change over that interval.
- Estimated end-of-day forecast: about +44 stars, using observed gains and the previous day.
- Over the last two days the pace is 1.6× that of the previous week and a half.
- GitHub Trending Go today: #3, +174 stars.
- About 11 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: 114
- Issues and pull requests: 792
- Watchers: 6
- Average over the last week: 82 per day
- Usual pace: 7 per day
- Stars in the last hour (measured): 2
- Latest release: v0.3.9-rc.1 (2026-11-13)

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

2026-10-16 … 2026-11-14: 2, 0, 1, 0, 0, 0, 2, 2, 2, 4, 2, 0, 2, 2, 0, 1, 0, 2, 0, 0, 29, 32, 14, 18, 32, 60, 128, 244, 49, 20

## Magnitude by day, last 4 days

11-11 4.5, 11-12 6.2, 11-13 5.6, 11-14 3.3

## Spotted in now

- GitHub Trending Go today: #3, +174 stars

## Similar by description

1. **superplanehq/superplane** — 1.2 · Cooling · AI agents · Go · +6 stars measured 2026-11-14, 00:10–11:20 UTC, ≈ 13 by evening
   Open-source platform for automating routine development: turns backlog issues into review-ready pull requests by coordinating AI agents, CI, review and approvals in one visible system.
   Full card: https://gitnova.dev/en/r/superplanehq/superplane.md

---

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 2026-11-14 11:22 UTC, updated every 30 minutes.