| 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":"[Truncated]","anyBins":"[Truncated]"}}} |
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.
Links
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
