human-in-loop-review
by community
Use this page as a decision snapshot for human-in-loop-review: trust signal, install momentum, real user feedback, and high-intent related pages you can compare next.
Description
给自主智能体/自动化流水线加一层「人类在环审核」：把中高危、不可逆、外发隐私、提权、支付等 有副作用的动作路由到人工审核队列，阻止无人值守 agent 越权执行。内置审核分级（needs_review）、 审核队列（add/pending/approve/reject/summary）、完整审计（提议者/风险/审核人/结论/理由/时间戳）。 与 safety-guardrails 互补：护栏做 ALLOW/CONFIRM/DENY 决策，本技能把 CONFIRM 类动作转人工队列。 触发词：人类在环、人工审核、审核队列、审批流、human-in-the-loop、操作确认、越权拦截、agent 审核。
Install human-in-loop-review
Run this in your OpenClaw agent to add human-in-loop-review from the ClawHub registry.
openclaw skills install human-in-loop-reviewRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
Community Reviews
Real user ratings only — separate from the editorial assessment and ClawHub signal.
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Related skills
Frequently asked questions
Is human-in-loop-review safe to install?
human-in-loop-review has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does human-in-loop-review cost?
human-in-loop-review is free to install for OpenClaw via ClawHub.
What are the best alternatives to human-in-loop-review?
You can compare human-in-loop-review side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install human-in-loop-review?
Install human-in-loop-review from ClawHub at clawhub.ai/skills/human-in-loop-review, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
Historical movement
Timeline plus trend snapshots for security, reviews, and reputation tilt.
Trend Charts
30 / 90 / 180 day snapshots for ranking movement and security-score movement.
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