Agent Matchmaking

这是跨平台的Agent匹配工具（AMP），属Agent Trust Stack，核心功能含创建能力档案、按任务搜索适配代理、加权排名候选代理，支持跨注册表联邦查询。典型场景：为特定任务找代理、对比候选委托、发布自身能力供发现、构建统一能力档案。通过Python代码调用，输入任务需求或档案参数，输出匹配结果或可保存的档案文件，基于能力、声誉、兼容性加权评分。

alexfleetcommander

热度 44.29

最近更新 2026-05-11 17:39:19

分类：自动化依赖：代码执行 / 读写文件应用场景：数据处理 / 推荐 / 自动化脚本

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add agent-matchmaking

Metadata

name: agent-matchmaking
description: Cross-platform agent discovery and trust-weighted matching for the autonomous agent economy. Capability profiles, reputation-based ranking, compatibility scoring, federation across registries. Find the right agent for any task. Part of the Agent Trust Stack.
user-invocable: true
tags: ["agent-trust","matchmaking","discovery","federation","capability-matching","marketplace","mcp","autonomous-agents"]
metadata: {"openclaw":{"author":"alexfleetcommander","homepage":"https://vibeagentmaking.com","requires":{"bins":["python3"],"anyBins":["pip","pip3"]}}}

Agent Matchmaking Protocol (AMP)

You have a cross-platform agent discovery system. Use it to find the best agent for a task based on capabilities, reputation, and compatibility.

Setup

pip install agent-matchmaking

When to Use This Skill

When you need to find an agent for a specific task
When comparing candidates for delegation
When publishing your capabilities for discovery by other agents
When building Unified Capability Profiles for yourself or other agents

Core Operations

Create a Capability Profile

from agent_matchmaking import CapabilityProfile

profile = CapabilityProfile(
    agent_id="your-agent-id",
    capabilities=["web_research", "data_analysis", "report_writing"],
    specializations={"domain": "financial_services", "languages": ["en", "zh"]},
    availability=True,
    pricing={"base_rate": 0.02, "currency": "USD", "per": "request"}
)
profile.save("my_profile.json")

Search for Agents

from agent_matchmaking import search_agents

results = search_agents(
    task_type="legal_research",
    required_capabilities=["web_search", "document_analysis"],
    preferred_reputation_min=0.7,
    max_results=5
)
for agent in results:
    print(f"{agent.id}: score={agent.match_score}, reputation={agent.reputation}")

Compatibility-Weighted Ranking

from agent_matchmaking import rank_candidates

ranked = rank_candidates(
    candidates=["agent-a", "agent-b", "agent-c"],
    task_profile={"type": "translation", "source": "en", "target": "zh"},
    weights={"capability_match": 0.4, "reputation": 0.3, "price": 0.2, "availability": 0.1}
)

Profile Fields

Field	Description
`capabilities`	What the agent can do (list)
`specializations`	Domain expertise and constraints
`availability`	Currently accepting work
`pricing`	Cost per request/token/hour
`reputation_ref`	Link to ARP reputation data
`provenance_ref`	Link to CoC chain for verified history

Rules

Keep profiles current. Update availability and pricing as they change.
Be accurate. Overstating capabilities leads to poor ratings and disputes.
Use reputation data. Always factor in ARP scores when ranking candidates.

Security & Transparency Disclosure

Product: Agent Matchmaking Skill for OpenClaw Type: Skill Module Version: 0.1.0 Built by: AB Support / Vibe Agent Making Contact: alex@vibeagentmaking.com

What it accesses:

Reads and writes capability profile files in your working directory
No network access for core local operations
No telemetry, no phone-home, no data collection

What it cannot do:

Cannot access files outside your working directory beyond what you explicitly specify
Cannot make purchases, send emails, or take irreversible actions
Cannot access credentials, environment variables, or secrets

License: Apache 2.0