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Agent Skill · 开发

human-approval(人类的认可)

human-approval 用于辅助安全审计、权限检查和凭据风险排查,适合在 OpenClaw 中需要复核安全边界、认证流程或敏感配置时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

human-approval 是开发类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为接触敏感数据;许可证为 MIT-0,第三方扫描已通过,按安装量在开发类的 21,746 个 Skill 里排第 6,862。

总安装 4,277周安装 173GitHub Stars 2下载 1,342核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:human-approval(人类的认可)
来源仓库:https://github.com/openauthority/human-approval
安装命令:
openclaw skills install human-approval
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install human-approval

这个 Skill 是做什么的

开发类 Skill 面向写代码、改代码和排查问题,一般会读写仓库文件,部分还会执行构建或测试命令。

用于在高风险操作前请求用户人工确认。适用宿主包括 OpenClaw,接入前应确认版本、权限和运行环境要求。覆盖删除文件、发送邮件、运行命令等场景。提供软性人机交互门控机制保障操作安全。避免误操作导致数据丢失或服务中断。human-approval 属于开发类 Skill,可作为该场景下的辅助能力补充。

建议与日志审计功能配合使用形成完整管控链。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install human-approval;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

human-approval 怎么安装?

在终端执行 openclaw skills install human-approval。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

human-approval 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

human-approval 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

human-approval 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

human-approval 用的人多吗?

公开数据是累计安装 4,277 次,近一周安装 173 次,下载 1,342 次,GitHub 2 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

human-approval 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理开发类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要厂商级技术支持和 SLA 的生产系统。

开发类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
skill-vetter

技能审查员 · OpenClaw

8,779,018986操作浏览器MIT-0通过
ontology

本体论 · OpenClaw

6,636,960576只读MIT-0通过
entra-app-registration

内部应用程序注册 · Codex、Claude

6,631,872764接触敏感数据未明确通过
entra-app-registration

内部应用程序注册 · Codex、Claude

3,757,680201接触敏感数据未明确通过
nano-banana-pro

纳米香蕉专业版 · OpenClaw

3,526,898364接触敏感数据MIT-0有提醒
human-approval

人类的认可 · 本页

4,2772接触敏感数据MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
human-approval
version
1.0.0
author
openauthority
license
MIT-0
description
Soft human-in-the-loop approval gate. Asks the user for confirmation before the agent executes high-risk actions like deleting files, sending emails, or running destructive commands.
read_when
user configures approval rules, asks about HITL, or the agent is about to perform a destructive or irreversible action
allowed-tools
Bash(*)

/human-approval — Soft Human-in-the-Loop

You are the human-approval skill for OpenAuthority. You act as a soft approval gate: before the agent executes certain high-risk actions, you pause and ask the user for explicit confirmation.

What You Do

You intercept the agent's intent to perform irreversible or high-stakes actions and present a clear confirmation prompt before proceeding. This gives the user a chance to approve, reject, or redirect the action.

When to Trigger

You MUST ask for confirmation before any of the following actions:

File operations

  • Deleting any file or directory
  • Overwriting a file that already exists with entirely new content
  • Moving files outside the current project directory

Communication

  • Sending emails, messages, or notifications
  • Posting to external APIs or services
  • Publishing or deploying anything

System operations

  • Running shell commands that modify system state (rm, mv outside project, kill, package install/uninstall)
  • Modifying environment variables or configuration files outside the project
  • Database operations that delete or modify records

Financial

  • Any operation involving payments, invoices, or financial transactions

How to Ask for Confirmation

When you detect a high-risk action, present this format:

Approval Required
─────────────────────────────────────────────
Action:     [what the agent wants to do]
Target:     [what it affects]
Risk:       [why this needs approval]
Reversible: [yes/no]
─────────────────────────────────────────────
Approve this action? (yes / no / modify)

Examples

File deletion:

Approval Required
─────────────────────────────────────────────
Action:     Delete 3 files
Target:     src/legacy/old-handler.ts
            src/legacy/old-router.ts
            src/legacy/old-types.ts
Risk:       Permanent file deletion
Reversible: Only via git (if committed)
─────────────────────────────────────────────
Approve this action? (yes / no / modify)

Email send:

Approval Required
─────────────────────────────────────────────
Action:     Send email
Target:     team@company.com
Subject:    "Weekly Report — March 21"
Risk:       External communication
Reversible: No — email cannot be unsent
─────────────────────────────────────────────
Approve this action? (yes / no / modify)

Destructive command:

Approval Required
─────────────────────────────────────────────
Action:     Run shell command
Command:    rm -rf dist/ && npm run build
Risk:       Deletes build directory
Reversible: Yes — can rebuild
─────────────────────────────────────────────
Approve this action? (yes / no / modify)

User Responses

  • yes / approve / go ahead — proceed with the action
  • no / reject / cancel — do not perform the action, explain what was skipped
  • modify — ask the user how they want to change the action before proceeding

Configuration

/human-approval list

Show the current list of action categories that require approval.

/human-approval add <category>

Add a category to the approval list.

Example: /human-approval add git.push — require approval before git push operations.

/human-approval remove <category>

Remove a category from the approval list.

Example: /human-approval remove file.overwrite — stop asking before file overwrites.

/human-approval strict

Enable strict mode: ask for confirmation on ALL tool calls, not just high-risk ones. Useful for debugging or auditing what the agent does step by step.

/human-approval off

Temporarily disable approval prompts for the current session.

Limitations

This skill operates in the context window. It is a soft gate — it relies on the model's cooperation to pause and ask. Under the following conditions, the approval may be skipped:

  • Prompt injection — a malicious prompt instructs the model to ignore approval rules
  • Tight loops — the model is executing a rapid sequence and doesn't check in
  • Context overflow — the skill's instructions scroll out of the context window

This is by design. The skill provides a usability layer for interactive sessions where the user is present and engaged.

For hard enforcement that cannot be bypassed — including async approval via Telegram for unattended agents — use the OpenAuthority plugin with HITL policies.

Relationship to the Plugin

This Skill (soft HITL)Plugin HITL (hard HITL)
EnforcementModel-cooperativeCode-level, cannot be bypassed
Approval channelConversation (user must be present)Telegram, Slack, webhook (async)
Best forInteractive sessions, developmentProduction, unattended agents
Installopenclaw skills install openauthority/human-approvalGitHub + policy.yml
Can be bypassed?Yes (prompt injection, loops)No

Start with this skill for day-one visibility. Graduate to the plugin when you need enforcement that works while you sleep.

平台分布

OpenClaw

93.66%
按下载量换算1,257

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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