Home / Skills / human-in-the-loop
human-in-the-loop
mvschwarz/openrigSkill
Use when classifying a slice closeout (auto-continue / human gate / park), routing a real decision to a human, or designing a human queue/dashboard surface. Treats humans as durable network participants with attention surfaces, queues, and decision records — escalation lands as a durable attention item, not a chat message. Approval is NOT required for every clean closeout; the default RSI conveyor continues unless an explicit human gate is reached.
Why this score
This repo hosts 10 skills, so its 7,899 stars are split between them (about 790 each) for scoring.
Popularity score: 78/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit df8238f5d359, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onehuman-in-the-loop mvschwarz/openrig · Skill | 78 | ★ 7.9k | ≈118 always | 16d ago |
| the-loop oxbshw/watch-skill · Skill Both about loop and record | 66 | ★ 503 | ≈95 always | 22d ago |
| human-writing KKKKhazix/human-writing · Skill Both about human | 81 | ★ 4.1k | ≈85 always | 3mo ago |
| human-management agentscope-ai/AgentTeams · Skill Both about human | 77 | ★ 5.8k | ≈39 always | 19d ago |
| auto-loop claude-world/director-mode-lite · Skill Both about loop and auto | 49 | ★ 80 | ≈25 always | 2mo ago |
| human-ai fabricioctelles/skills · Skill Both about human | 59 | ★ 114 | ≈21 always | 16d ago |