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#human-in-the-loop (20 Repositories)

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

Topic Avg Merge Rate

48.3%

Avg Review Latency

25.3h

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20 repositories tagged #human-in-the-loop

A TierRust 121

frumu-ai/tandem

Tandem is the authority layer between AI agents and company tools: runtime policy for tools, memory, approvals, and audit trails.

91.1%
Merge Rate
<1h
First Review
100%
1st-Timers
3
Maintainers
A TierTypeScript 431

smithersai/smithers

Smithers is an agentic workflow framework for defining workflows in simple TypeScript configuration files and executing them quickly, durably, and reliably

83.0%
Merge Rate
16h
First Review
90%
1st-Timers
5
Maintainers
A TierTypeScript 873 9 GFIs

desplega-ai/agent-swarm

Your Company Agentic Operating System

81.4%
Merge Rate
4d
First Review
71%
1st-Timers
16
Maintainers
A TierGo 4.3k

dagucloud/dagu

Self-hostable workflow orchestrator for teams whose main work isn't orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One binary, no database, runs on limited H/W resources. Alternative to Airflow / Cron / Job Scheduler.

84.9%
Merge Rate
-
First Review
56%
1st-Timers
20
Maintainers
A TierGo 191

tokencanopy/e2a

Open-source email API for applications and AI agents. Managed hosting at e2a.dev, or self-host with Docker.

92.6%
Merge Rate
-
First Review
86%
1st-Timers
7
Maintainers
A TierElixir 276

sagents-ai/sagents

Build interactive AI agents in Elixir with OTP supervision, middleware composition, human-in-the-loop approvals, sub-agent delegation, and real-time Phoenix LiveView integration. Built on LangChain.

96.6%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
A TierTypeScript 447

CodeSoul-co/Hypha

Harness-oriented agent system framework for production-grade LLM agent applications

95.2%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
A TierPython 182

microsoft/Sico

An open-source Digital Worker platform for reliable execution, continuous co-evolution, and building Enterprise AI assets.

81.0%
Merge Rate
15h
First Review
80%
1st-Timers
1
Maintainers
A TierPython 490

KimGLee/Cambium

Governance standard and reference toolset for LLM-maintained knowledge corpora

75.4%
Merge Rate
2d
First Review
33%
1st-Timers
1
Maintainers
B TierTypeScript 589

decionis/agent-safe-pipeline

An execution-authority gateway for AI agents and APIs. It intercepts consequential HTTP actions, asks Decionis whether they are authorized, and forwards exactly the authorized request once on a single-use grant, holds it for a person, or refuses it, leaving chained evidence of each. Installs by Homebrew, Linux package, Docker or Helm.

61.9%
Merge Rate
16h
First Review
33%
1st-Timers
1
Maintainers
B TierJavaScript 1.3k

petergyang/human-review

A visual tool to edit HTML and Markdown files, leave comments like a Google Doc, and send feedback to your AI agent. Works inside your favorite AI harness.

47.1%
Merge Rate
8d
First Review
33%
1st-Timers
2
Maintainers
B TierPython 106

AppliedIR/Valhuntir

Valhuntir CLI — AI-augmented incident response platform

75.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
D TierPython 11.1k 319 GFIs

aden-hive/hive

Multi-Agent Harness for Production AI

0.0%
Merge Rate
1h
First Review
0%
1st-Timers
29
Maintainers
D TierTypeScript 461

pizza-bot-app/pizza-bot

A local-first inbox for long-running AI agents, built with DeepAgents and LangGraph.

0.0%
Merge Rate
4h
First Review
0%
1st-Timers
3
Maintainers
D TierPython 334

DY-2026/GameDesignOS

Local-first game design OS for AI agents: turn sessions into evidence, experiments, reviewable decisions, and durable project memory—Human Gates and rollback.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
D TierJavaScript 1.2k

cinderline/northcinder

Open-source MCP server for comparing products and asking the buyer before purchase.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 382

busabase/busabase

Open-source database & workspace for AI agents — structured data, durable knowledge, reusable skills, runnable apps, and human review on the writes that matter. Local-first and self-hostable.

0.0%
Merge Rate
6d
First Review
0%
1st-Timers
0
Maintainers
D TierGo 495

humanlayer/agentcontrolplane

ACP is the Agent Control Plane - a distributed agent scheduler optimized for simplicity, clarity, and control. It is designed for outer-loop agents that run without supervision, and make asynchronous tool calls like requesting human feedback on key operations. Full MCP support.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 397

CopilotKit/open-research-ANA

🤖 An open-source, AI agent-native research canvas application that performs real-time search with HITL (Human in The Loop) capabilities, powered by CopilotKit, Tavily and LangGraph

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

alex-durango/pingfusi

MCP server + CLI that puts a real human in your coding agent's loop. It publishes work mid-task, a reviewer pins what's wrong and returns a verdict, and the agent iterates until approved.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Human-in-the-loop Open Source Repositories & C-Rank™ | GetMerged