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#loop-engineering (17 Repositories)

Ranked open-source repositories tagged with #loop-engineering, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

61.4%

Avg Review Latency

11.7h

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17 repositories tagged #loop-engineering

S TierPython 5.9k

huangruiteng/loopx

Long-horizon agent control plane for durable, governed work across Codex, Claude Code, and other harnesses.

92.7%
Merge Rate
17h
First Review
58%
1st-Timers
30
Maintainers
S TierJavaScript 2.3k

QoderAI/better-harness

An open-source Harness Engineering platform for coding agents—define harnesses as code, run controlled experiments, inspect evidence, and compare outcomes. Turn task evidence into actionable team and organization insights.

86.9%
Merge Rate
1h
First Review
86%
1st-Timers
15
Maintainers
S TierTypeScript 154

rongxinzy/RongxinAI

An all-in-one local AI Agent workspace with a fully self-developed stack

90.4%
Merge Rate
1d
First Review
60%
1st-Timers
4
Maintainers
A TierJavaScript 3.2k 1 GFIs

rpamis/comet

Comet: agent skill harness for turning ideas into evaluated workflows

76.5%
Merge Rate
22h
First Review
82%
1st-Timers
15
Maintainers
A TierPython 6.3k 5 GFIs

loopx-project/loopx

A control plane with a durable state kernel for long-horizon agents and teams. Keep work moving and improving across sessions, with less human attention.

14.3%
Merge Rate
-
First Review
20%
1st-Timers
20
Maintainers
A TierTypeScript 35.5k 2 GFIs

agentscope-ai/QwenPaw

Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.

62.5%
Merge Rate
-
First Review
50%
1st-Timers
107
Maintainers
A TierRust 145

diodeme/Gold-Band

Desktop app for harness engineering, loop engineering, graph engineering—and whatever comes next in local AI-agent workflows.

78.3%
Merge Rate
3d
First Review
50%
1st-Timers
6
Maintainers
A TierPython 14.5k

NevaMind-AI/memU

Personal memory across agents

77.8%
Merge Rate
-
First Review
57%
1st-Timers
8
Maintainers
B TierPython 138

forefy/.context

AI Agent Skills, Loops and Dynamic Workflows for Security Auditing, Pentesting and Research

75.0%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
B TierRust 647

modiqo/waggle

Attributed, resolvable artifact references for agent handoffs — a ~30-byte token instead of pasted context. MCP-native; the reference layer for the agent-harness world.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierGo 2.4k 1 GFIs

YTwsy/OpenSurge-for-Mac

Surge-style whole-home gateway and control plane for macOS with IPv4/IPv6 support— mihomo TUN, dnsmasq-powered DHCP/DNS, per-device routing, and an agent-friendly validation workspace.

40.0%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
B TierPython 136

Mark393295827/third-brain-v7-skills

agent wiki +engineering skills

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
C TierTypeScript 103

gintasz/unigent

Build stateful agent workflows with typed outputs, reusable tools, session forks, and ordinary TypeScript.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
C TierPython 164

romiluz13/cc10x

The Loop Engine for Claude Code — engineer the loop, not the prompt. 1 router · 9 agents · 16 skills · 4 workflows. Fail-closed gates, test honesty, anti-anchored review.

50.0%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
C TierTypeScript 490

agentic-in/inferoa

Inference-native Tokenmaxxing Agent Harness for Loop Engineering

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
D TierPython 889

ant-research/AntOmniEvo

An auto-evolution framework that optimizes anything — your 7×24 team of algorithm engineers.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 110

whut09/opencode-plusplus

OpenCode++: a Coding Agent Reliability Harness for OpenCode, adding context, edit boundaries, command evidence, verification gates, impact analysis, and repair loops.OpenCode++:面向 OpenCode 的 AI 编程可靠性增强框架,为其增加上下文管理、编辑边界、命令证据、验证门禁、影响分析与修复闭环能力。

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Loop-engineering Open Source Repositories & C-Rank™ | GetMerged