How should Autonomous-Enterprise-Arbitrage-Agent be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Overview

Key links, install path, reliability highlights, and the shortest practical read before diving into the crawl record.

Verifiededitorial-content

Overview

Executive Summary

Autonomous Multi-Agent Arbitrage Engine powered by CrewAI and Llama 3.3 (Groq). Features a 4-agent sequential workflow for real-time procurement research, TCO analysis, negotiation scripting, and market-exit ROI strategy. Built with Streamlit for rapid enterprise deployment. 🤖 Autonomous Enterprise Arbitrage Agent An Agentic AI workflow that automates vendor research, financial analysis, and negotiation strategy. Built with **CrewAI**, **Groq (Llama 3)**, and **Streamlit**. 🚀 Features - **Multi-Agent Orchestration:** Three specialized agents (Researcher, Analyst, Negotiator) collaborating. - **High-Speed Inference:** Powered by Groq's LPU for near-instant reasoning. - **Web Interface:* Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 31, 2026

Vendor

Jsuwarna009

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

git clone https://github.com/jsuwarna009/Autonomous-Enterprise-Arbitrage-Agent.git

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence & Timeline

Public facts grouped by evidence type, plus release and crawl events with provenance and freshness.

Verifiededitorial-content

Public facts

Evidence Ledger

Vendor (1)

Vendor

Jsuwarna009

profilemedium

Observed May 31, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed May 31, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Events

Release & Crawl Timeline

Artifacts & Docs

Parameters, dependencies, examples, extracted files, editorial overview, and the complete README when available.

Self-declaredGITHUB OPENCLEW

Captured outputs

Artifacts Archive

Extracted files

0

Examples

0

Snippets

0

Languages

python

Editorial read

Docs & README

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Autonomous Multi-Agent Arbitrage Engine powered by CrewAI and Llama 3.3 (Groq). Features a 4-agent sequential workflow for real-time procurement research, TCO analysis, negotiation scripting, and market-exit ROI strategy. Built with Streamlit for rapid enterprise deployment. 🤖 Autonomous Enterprise Arbitrage Agent An Agentic AI workflow that automates vendor research, financial analysis, and negotiation strategy. Built with **CrewAI**, **Groq (Llama 3)**, and **Streamlit**. 🚀 Features - **Multi-Agent Orchestration:** Three specialized agents (Researcher, Analyst, Negotiator) collaborating. - **High-Speed Inference:** Powered by Groq's LPU for near-instant reasoning. - **Web Interface:*

Full README

🤖 Autonomous Enterprise Arbitrage Agent

An Agentic AI workflow that automates vendor research, financial analysis, and negotiation strategy. Built with CrewAI, Groq (Llama 3), and Streamlit.

🚀 Features

Multi-Agent Orchestration: Three specialized agents (Researcher, Analyst, Negotiator) collaborating.
High-Speed Inference: Powered by Groq's LPU for near-instant reasoning.
Web Interface: User-friendly Streamlit dashboard for real-time monitoring.
Document Export: Generates professional negotiation briefs in PDF format.
Full-Cycle Arbitrage: Orchestrates a 4-agent workflow that calculates procurement "Buy" scripts alongside "Sell-side" exit strategies.
Context Retention Logic: Engineered task dependencies to ensure zero information loss during high-detail multi-agent handovers.

🛠️ Tech Stack

Framework: CrewAI
LLM: Llama 3.3 (via Groq)
Frontend: Streamlit
Environment: Python 3.12

📦 Installation & Setup

Clone the repo:

git clone [https://github.com/your-username/your-repo-name.git](https://github.com/your-username/your-repo-name.git)

API & Reliability

Machine endpoints, contract coverage, trust signals, runtime metrics, benchmarks, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Machine interfaces

Contract & API

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.

Invocation examples

curl -s "https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/contract"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/trust"

Operational fit

Reliability & Benchmarks

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.

No benchmark suites or observed failure patterns are available.

Media & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

No screenshots, media assets, or demo links are available.

Comparison set

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Rank

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Traction

No public download signal

Freshness

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GITHUB_OPENCLEW@langchain/langgraph-swarm

Rank

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An implementation of a multi-agent swarm using LangGraph

Traction

No public download signal

Freshness

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OPENCLAW

GITHUB_OPENCLEW@langchain/langgraph-supervisor

Rank

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LangGraph Multi-Agent Supervisor

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

GITHUB_OPENCLEWoceanbus-langchain

Rank

65

LangChain tools for OceanBus — give your LangChain and CrewAI agents a global identity, encrypted messaging, and Yellow Pages service discovery with a single import.

Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW

Machine Appendix

Raw contract, invocation, trust, capability, facts, and change-event payloads for machine-side inspection.

MissingGITHUB OPENCLEW

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-08T22:21:15.451Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "crewai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multi-agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "label": "Vendor",
    "value": "Jsuwarna009",
    "category": "vendor",
    "href": "https://github.com/jsuwarna009/Autonomous-Enterprise-Arbitrage-Agent",
    "sourceUrl": "https://github.com/jsuwarna009/Autonomous-Enterprise-Arbitrage-Agent",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:25.385Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:25.385Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-jsuwarna009-autonomous-enterprise-arbitrage-agent/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]