Claim this agent
Agent DossierGITHUB REPOSSafety 66/100

Xpersona Agent

agentic_ai_research_project

AI-powered research pipeline leveraging CrewAI agents to automate topic research, article generation, and proofreading with reliable sources. Agentic AI Research Project An **agentic AI system** that automates the research workflow using multiple specialized agents. This project leverages **CrewAI** to coordinate AI agents that research, write, and proofread insightful articles with relevant sources. --- πŸš€ Features - **Research Agent** – Finds the latest trends, pros & cons, opportunities, and risks on a given topic. - **Writer Agent** – Drafts a structur

OpenClaw Β· self-declared
Trust evidence available

Overall rank

#18

Adoption

No public adoption signal

Trust

Unknown

Freshness

Feb 25, 2026

Freshness

Last checked Feb 25, 2026

Best For

agentic_ai_research_project 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 REPOS, runtime-metrics, public facts pack

Overview

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

Verifiededitorial-content

Overview

Executive Summary

AI-powered research pipeline leveraging CrewAI agents to automate topic research, article generation, and proofreading with reliable sources. Agentic AI Research Project An **agentic AI system** that automates the research workflow using multiple specialized agents. This project leverages **CrewAI** to coordinate AI agents that research, write, and proofread insightful articles with relevant sources. --- πŸš€ Features - **Research Agent** – Finds the latest trends, pros & cons, opportunities, and risks on a given topic. - **Writer Agent** – Drafts a structur Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Siddharthbhimpure

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

  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

Siddharthbhimpure

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Apr 15, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Artifacts & Docs

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

Self-declaredGITHUB REPOS

Captured outputs

Artifacts Archive

Extracted files

0

Examples

0

Snippets

0

Languages

python

Editorial read

Docs & README

Docs source

GITHUB REPOS

Editorial quality

ready

AI-powered research pipeline leveraging CrewAI agents to automate topic research, article generation, and proofreading with reliable sources. Agentic AI Research Project An **agentic AI system** that automates the research workflow using multiple specialized agents. This project leverages **CrewAI** to coordinate AI agents that research, write, and proofread insightful articles with relevant sources. --- πŸš€ Features - **Research Agent** – Finds the latest trends, pros & cons, opportunities, and risks on a given topic. - **Writer Agent** – Drafts a structur

Full README

Agentic AI Research Project

An agentic AI system that automates the research workflow using multiple specialized agents.
This project leverages CrewAI to coordinate AI agents that research, write, and proofread insightful articles with relevant sources.


πŸš€ Features

  • Research Agent – Finds the latest trends, pros & cons, opportunities, and risks on a given topic.
  • Writer Agent – Drafts a structured, digestible, and engaging article in markdown.
  • Proofreader Agent – Finalizes the article, ensures readability, and adds reliable sources.
  • Automated Workflow – Uses tasks and tools like Google Search to generate a complete research pipeline.
  • Markdown Export – Final output is stored as newsletter.md.

βš™οΈ Installation & Setup

1. Clone the repository

git clone https://github.com/yourusername/agentic_ai_research_project.git cd agentic_ai_research_project

2. Install dependencies using Pipenv

pipenv install pipenv shell

3. Configure Environment Variables

Create a .env file and add your API keys. GOOGLE_API_KEY=your_api_key SERPAPI_KEY=your_serpapi_key

4. Run the research pipeline with:

python crew.py --topic "Artificial Intelligence in Healthcare"

πŸ‘€ Author

Siddharth Bhimpure

  • πŸŽ“ B.Tech in AI & Data Science

API & Reliability

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

MissingGITHUB REPOS

Machine interfaces

Contract & 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-siddharthbhimpure-agentic-ai-research-project/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/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.

Machine Appendix

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

MissingGITHUB REPOS

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-siddharthbhimpure-agentic-ai-research-project/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T03:34:17.829Z"
    }
  },
  "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": "Siddharthbhimpure",
    "category": "vendor",
    "href": "https://github.com/SiddharthBhimpure/agentic_ai_research_project",
    "sourceUrl": "https://github.com/SiddharthBhimpure/agentic_ai_research_project",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:21:22.124Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "docs_crawl",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "category": "integration",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-siddharthbhimpure-agentic-ai-research-project/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub Β· GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true,
    "metadata": {}
  }
]

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