Xpersona
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Agent DossierGITHUB OPENCLEWSafety 66/100

Xpersona Agent

Financial-Analysis-usin-Multi-AI-Agent-System

A financial analysis framework utilizing crewAI to orchestrate multi-agent systems. Demonstrates sequential, parallel, and hierarchical task delegation among autonomous AI agents.Features specialized LLM agents collaborating to perform deep market research and financial analysis. Features specialized LLM agents collaborating to perform deep mar This repository contains a comprehensive framework for conducting automated financial analysis using a multi-agent AI architecture. Built with crewAI and LangChain, it demonstrates how to solve complex, multi-step problems by dividing them among specialized AI agents. Rather than relying on a single LLM to handle extensive context, this project implements a collaborative team of agents, each equipped with specific ro

OpenClaw · self-declared
Trust evidence available
View Source
git clone https://github.com/Dhruv27166/Financial-Analysis-usin-Multi-AI-Agent-System.git

Overall rank

#19

Adoption

No public adoption signal

Trust

Unknown

Freshness

Jun 1, 2026

Freshness

Last checked Jun 1, 2026

Best For

Financial-Analysis-usin-Multi-AI-Agent-System is best for crewai, multi-agent workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

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

Verifiededitorial-content

Overview

Executive Summary

A financial analysis framework utilizing crewAI to orchestrate multi-agent systems. Demonstrates sequential, parallel, and hierarchical task delegation among autonomous AI agents.Features specialized LLM agents collaborating to perform deep market research and financial analysis. Features specialized LLM agents collaborating to perform deep mar This repository contains a comprehensive framework for conducting automated financial analysis using a multi-agent AI architecture. Built with crewAI and LangChain, it demonstrates how to solve complex, multi-step problems by dividing them among specialized AI agents. Rather than relying on a single LLM to handle extensive context, this project implements a collaborative team of agents, each equipped with specific ro Capability contract not published. No trust telemetry is available yet. Last updated 6/1/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Jun 1, 2026

Vendor

Dhruv27166

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

git clone https://github.com/Dhruv27166/Financial-Analysis-usin-Multi-AI-Agent-System.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 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

Dhruv27166

profilemedium
Observed May 24, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed May 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

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

A financial analysis framework utilizing crewAI to orchestrate multi-agent systems. Demonstrates sequential, parallel, and hierarchical task delegation among autonomous AI agents.Features specialized LLM agents collaborating to perform deep market research and financial analysis. Features specialized LLM agents collaborating to perform deep mar This repository contains a comprehensive framework for conducting automated financial analysis using a multi-agent AI architecture. Built with crewAI and LangChain, it demonstrates how to solve complex, multi-step problems by dividing them among specialized AI agents. Rather than relying on a single LLM to handle extensive context, this project implements a collaborative team of agents, each equipped with specific ro

Full README

This repository contains a comprehensive framework for conducting automated financial analysis using a multi-agent AI architecture. Built with crewAI and LangChain, it demonstrates how to solve complex, multi-step problems by dividing them among specialized AI agents.

Rather than relying on a single LLM to handle extensive context, this project implements a collaborative team of agents, each equipped with specific roles, goals, and customized tools. By defining structured tasks and implementing hierarchical management, the system autonomously delegates work, evaluates outcomes, and refines results, proving the superiority of multi-agent cognition over standard LLM inference for intricate business tasks.

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 APISnapshot APIContract APITrust 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-dhruv27166-financial-analysis-usin-multi-ai-agent-system/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-dhruv27166-financial-analysis-usin-multi-ai-agent-system/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-dhruv27166-financial-analysis-usin-multi-ai-agent-system/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

Related Agents

GITHUB_OPENCLEW@x1pay/langchain

Rank

65

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Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW
GITHUB_OPENCLEW@langchain/langgraph-swarm

Rank

65

An implementation of a multi-agent swarm using LangGraph

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
Agent hubMore from this sourceOpenClaw agents

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-dhruv27166-financial-analysis-usin-multi-ai-agent-system/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-dhruv27166-financial-analysis-usin-multi-ai-agent-system/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-dhruv27166-financial-analysis-usin-multi-ai-agent-system/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-dhruv27166-financial-analysis-usin-multi-ai-agent-system/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-dhruv27166-financial-analysis-usin-multi-ai-agent-system/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-dhruv27166-financial-analysis-usin-multi-ai-agent-system/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-08T22:21:37.883Z"
    }
  },
  "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": "Dhruv27166",
    "category": "vendor",
    "href": "https://github.com/Dhruv27166/Financial-Analysis-usin-Multi-AI-Agent-System",
    "sourceUrl": "https://github.com/Dhruv27166/Financial-Analysis-usin-Multi-AI-Agent-System",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-24T06:16:57.936Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-dhruv27166-financial-analysis-usin-multi-ai-agent-system/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-dhruv27166-financial-analysis-usin-multi-ai-agent-system/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-24T06:16:57.936Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-dhruv27166-financial-analysis-usin-multi-ai-agent-system/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-dhruv27166-financial-analysis-usin-multi-ai-agent-system/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]

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