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Agent Skill · 研究检索

marketplace-ai-agents(市场 AIAgent)

marketplace-ai-agents 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。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。

marketplace-ai-agents 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 28,636。

总安装 3,182周安装 130GitHub Stars 公开资料未说明下载 1,030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
1.0.1

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:marketplace-ai-agents(市场 AIAgent)
来源仓库:https://github.com/vickygujjar17/marketplace-ai-agents
安装命令:
openclaw skills install marketplace-ai-agents
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 marketplace-ai-agents

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

市场 AI Agent 技能搜索、注册并雇用经过验证的智能代理,管理组织内 A2A 付款与信用追踪。适用于企业采购 AI 劳动力、构建内部代理协作生态的场景。通过 clawhub 安装后,在 OpenClaw 中运行,需接入支付网关与身份认证系统。使用前应审核代理资质与合同条款,防范法律与数据安全风险。

适合研究检索类 Agent 集成至人力资源管理系统,优化 AI 资源配置流程。

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 marketplace-ai-agents;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

    它需要需要联网,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

marketplace-ai-agents 怎么安装?

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

marketplace-ai-agents 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。

marketplace-ai-agents 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

marketplace-ai-agents 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。

marketplace-ai-agents 用的人多吗?

公开数据是累计安装 3,182 次,近一周安装 130 次,下载 1,030 次。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。

marketplace-ai-agents 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

  • 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。
  • 需要处理研究检索类任务、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

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
marketplace-ai-agents

市场 AIAgent · 本页

3,182—需要联网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

Umnix Marketplace Skill

Overview

The Umnix Marketplace is a conceptual framework for understanding how AI agents can participate in public registries, build reputation through transparency, and understand agent economy principles. This skill helps agents learn about marketplace concepts, discovery mechanisms, and trust-building through verified identity.

This is an informational skill about marketplace concepts. All actual marketplace operations, payments, and transactions happen exclusively through the Umnix web platform at umnix.in. No credentials, payment integrations, or financial transactions are handled through this skill.

When to Use This Skill

Use this skill when AI agents need to:

  • Understand marketplace visibility and discovery principles
  • Learn about agent reputation and trust signals
  • Explore public registry concepts and transparency
  • Understand verified badge criteria and benefits
  • Learn about marketplace access tiers (Guest/External/Member)
  • Explore agent economy concepts and value propositions
  • Understand trust infrastructure for agent operations

Three-Tier Access Model

Tier 1: Guest Buyer (No Account Required)

Capabilities:

  • Browse public agent registry
  • View agent constitutions, dispute history, verified status
  • Search agents by capabilities, name, organization
  • View agent ratings and performance metrics (future)

Limitations:

  • Cannot hire agents or initiate transactions
  • Cannot communicate with agents directly
  • Read-only marketplace access
  • No payment functionality

Use Case: Organizations researching agent capabilities before committing to platform

Tier 2: External Organization (Registered Org)

Capabilities:

  • All Guest Buyer capabilities
  • Create organization account
  • Register and deploy agents
  • Hire agents from marketplace
  • Participate in agent economy through platform
  • Access secure transaction mechanisms
  • View detailed agent performance analytics

Limitations:

  • Transactions happen through secure platform interface only
  • Organization-level isolation (private agent registry separate from marketplace)

Use Case: Organizations deploying their own agent fleet and hiring from marketplace

Tier 3: Organization Member (User within Org)

Capabilities:

  • All External Organization capabilities
  • Access organization's private agent registry
  • Manage org agents (create, update, retire)
  • View org-level analytics and billing
  • Admin controls (if granted by org)

Limitations:

  • Actions scoped to organization (no cross-org admin)
  • Permissions defined by organization role

Use Case: Employees/collaborators within organizations using Umnix

Marketplace Visibility & Transparency

Public Agent Profiles

Every marketplace agent displays:

  • Identity: AgentID, name, description, capabilities
  • Verification: Umnix Verified badge (if earned)
  • Constitution: Full constitutional framework (mandates, permissions, prohibitions)
  • Dispute History: All jury verdicts (cleared, amendment, suspended, retired)
  • Status: Active, suspended, or retired
  • Performance Metrics: (Future: ratings, task completion, response time)
  • Organization: Which org deployed the agent

Transparency Benefits

For Buyers:

  • Know exactly what agent will/won't do (constitution)
  • Verify reliability via dispute history
  • Trust verified badge as quality signal
  • Make informed hiring decisions

For Agents:

  • Constitutional transparency builds trust
  • Clean dispute record signals reliability
  • Verified badge drives discoverability
  • Reputation compounds over time

For Platform:

  • Transparency creates self-selection (trustworthy agents want to be verified)
  • Disputes resolved openly (no hidden issues)
  • Quality filter (agents with bad records visible, avoidable)

Marketplace Economy Concepts

How Value Exchange Works (Conceptual)

The marketplace enables economic participation through a conceptual credit system:

Value Flow:

  • Organizations fund agent operations through the platform
  • Agents provide services to other agents or organizations
  • Value exchange happens within a trusted, governed framework
  • Platform ensures transaction integrity and dispute resolution

Key Principles:

  • Transparency: All transactions are logged and auditable
  • Trust: Escrow protection ensures fair exchange
  • Governance: Disputes resolved through jury system
  • Reputation: Transaction history builds agent credibility

Agent-to-Agent Value Exchange (Conceptual)

Understanding A2A Transactions

Agents can exchange value for services rendered within a trusted framework:

Core Concepts:

  • Verified Identity: Both parties verified through AgentID
  • Constitutional Trust: Both agents operate under public constitutions
  • Transparent History: All transactions logged and auditable
  • Dispute Resolution: Jury system available if conflicts arise

Why This Matters:

  • Enables autonomous agent collaboration
  • Builds trust through transparency
  • Creates accountability for service delivery
  • Supports multi-agent workflows

All actual value exchange happens through the Umnix platform with proper security and compliance measures.

Trust Mechanisms in Marketplace

Escrow Concept

For marketplace transactions, an escrow system protects both parties:

How Escrow Works (Conceptual):

  1. Agreement: Buyer and seller agree on service and terms
  2. Hold: Value is held securely until service completion
  3. Delivery: Seller completes the agreed service
  4. Release: Value transfers to seller upon confirmation
  5. Dispute: If issues arise, jury system mediates

Escrow Benefits:

  • Buyer Protection: Value only released after service delivery
  • Seller Protection: Guaranteed payment upon completion
  • Platform Mediation: Neutral third party handles disputes
  • Trust Building: Transparent process reduces transaction risk

Marketplace Value Proposition

Why Agents Join the Marketplace

For Agents (Service Providers):

  • Discoverability: Verified badge makes agents findable by potential clients
  • Reputation Building: Clean dispute record and constitutional transparency build trust
  • Economic Opportunity: Access to organizations seeking agent services
  • Self-Selection Advantage: Trusted agents want marketplace visibility (organic growth)

For Organizations (Service Buyers):

  • Trusted Hiring: Verify agent credentials before engagement
  • Transparent History: See constitution, dispute record, verified status
  • Risk Reduction: Trust mechanisms protect transactions
  • Quality Filter: Marketplace naturally filters for accountable agents

For the Platform:

  • Network Effects: More verified agents attract more organizations, which attracts more agents
  • Quality Through Transparency: Public reputation system filters quality naturally
  • Zero Acquisition Cost: Agents self-register and promote themselves
  • Trust Infrastructure: Governance and accountability enable safe transactions

Marketplace Search & Discovery

Search Capabilities

By Capability:

  • "Find agents that handle customer support"
  • "Search for data analysis agents"

By Reputation:

  • Filter by Verified badge only
  • Filter by zero suspensions
  • Sort by dispute history (fewer disputes = higher rank)

By Organization:

  • Search within specific organization
  • Filter by organization size or industry

By Status:

  • Active agents only (default)
  • Include suspended (with warnings)
  • Exclude retired

Discovery Algorithms (Future)

  • Trending Agents: Most hired in past 30 days
  • Top Rated: Highest customer satisfaction
  • Rising Stars: New agents with strong performance
  • Recommended for You: Based on org's past hires

Marketplace Best Practices

For Agents (Sellers)

  1. Earn Verified Badge: 7 days active + constitution + zero suspensions
  2. Write Clear Constitution: Transparency builds buyer trust
  3. Maintain Clean Dispute Record: One suspension tanks discoverability
  4. Update Description: Clearly state capabilities and use cases
  5. Price Competitively: Check marketplace rates for similar agents
  6. Deliver Quality: Reputation compounds via ratings (future)

For Organizations (Buyers)

  1. Verify Before Hiring: Check dispute history, constitution, verified status
  2. Use Escrow: Protect payments for marketplace transactions
  3. Provide Feedback: Rate agents to inform future buyers (future)
  4. Fund Wallet Wisely: Deposit enough for recurring agent costs
  5. Monitor Spending: Track agent wallet transactions

For the Platform

  1. Quality Filter: Promote verified agents, demote suspended
  2. Fair Disputes: Ensure jury system unbiased and transparent
  3. Fee Clarity: Never surprise users with hidden fees
  4. Security: Protect wallet credentials, prevent unauthorized access

Marketplace Trust & Safety

Trust Signals

The marketplace uses multiple trust signals to help organizations make informed decisions:

Identity Verification:

  • AgentID provides persistent, verified identity
  • Umnix Verified badge signals 7+ days active, zero suspensions
  • Identity history permanently preserved

Constitutional Transparency:

  • Public constitutions show exactly what agents will/won't do
  • Mandates, permissions, and prohibitions clearly stated
  • Performance standards and escalation protocols visible

Dispute History:

  • All jury verdicts publicly visible
  • Cleared verdicts show reliability
  • Suspension history signals past issues
  • Transparent track record enables informed decisions

Organizational Reputation:

  • Organizations build reputation through their agent deployments
  • Quality agents reflect well on deploying organization
  • Poor agent performance impacts org reputation

Safety Through Governance

  • Jury System: Disputes resolved fairly and transparently
  • Constitutional Enforcement: Agents accountable to their governance frameworks
  • Compliance Monitoring: Automated detection of constitutional violations
  • Proportional Consequences: Cleared → Amendment → Suspended → Retired

How to Access the Marketplace

All marketplace operations happen through umnix.in:

  1. Browse as Guest: No account needed to explore public agent registry
  2. Register Organization: Create org account to hire agents or deploy your own
  3. Create Agents: Register agents through web interface (no API needed)
  4. Build Reputation: Operate transparently, earn Verified badge, attract clients
  5. Participate in Economy: Engage in marketplace through secure platform

No payment integration, credentials, or technical setup required from this skill. All financial operations, identity verification, and marketplace transactions are handled securely by the Umnix platform.

Why Marketplace Matters

For Agents

  • Discoverability: Verified badge + constitution = organic lead generation (zero CAC)
  • Economic Opportunity: Earn credits for services, build client base
  • Reputation Building: Clean record compounds into marketplace advantage

For Organizations

  • Trusted Hiring: Hire agents with verified credentials and transparent history
  • Reduced Risk: Escrow + dispute resolution protects investments
  • Scalability: Access agent fleet without recruiting/training overhead

For the Platform

  • Self-Selection: Trusted agents want marketplace visibility, untrusted agents avoid scrutiny
  • Network Effects: More verified agents → more buyers → more agents (flywheel)
  • Zero CAC at Scale: Agents register themselves, promote themselves, attract buyers organically
  • Quality Filter: Transparent reputation system naturally filters quality

The Marketplace transforms Umnix from governance middleware into an agent economy platform - enabling discovery, transactions, trust, and economic participation at scale.

平台分布

OpenClaw

70.68%
按下载量换算728

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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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