Crawler Summary

crewai-news-agent-system answer-first brief

Modular Agentic News AI System built with CrewAI · Automates research, writing, and summarization of real-time news using LLM-powered agents. crewai-news-agent-system This repository contains a system for managing news articles using AI agents. It allows you to search for news articles, summarize them, and manage your reading list. The system is designed to be flexible and extensible, allowing you to add new features and capabilities as needed. Features - Search for news articles using Google News API - Summarize articles using AI models - Manage a reading Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

crewai-news-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

Agent DossierGitHubSafety: 66/100

crewai-news-agent-system

Modular Agentic News AI System built with CrewAI · Automates research, writing, and summarization of real-time news using LLM-powered agents. crewai-news-agent-system This repository contains a system for managing news articles using AI agents. It allows you to search for news articles, summarize them, and manage your reading list. The system is designed to be flexible and extensible, allowing you to add new features and capabilities as needed. Features - Search for news articles using Google News API - Summarize articles using AI models - Manage a reading

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Sreekanthpogula

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

Setup snapshot

git clone https://github.com/sreekanthpogula/crewai-news-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 Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Sreekanthpogula

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

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

python

Executable Examples

text

python crew.py

bash

git clone https://github.com/yourusername/crewai-news-agent-system.git

bash

cd crewai-news-agent-system

bash

pip install -r requirements.txt

bash

GOOGLE_API_KEY="your-google-api-key-here"
    SERPER_API_KEY="your-serper-api-key-here"

bash

python crew.py

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Modular Agentic News AI System built with CrewAI · Automates research, writing, and summarization of real-time news using LLM-powered agents. crewai-news-agent-system This repository contains a system for managing news articles using AI agents. It allows you to search for news articles, summarize them, and manage your reading list. The system is designed to be flexible and extensible, allowing you to add new features and capabilities as needed. Features - Search for news articles using Google News API - Summarize articles using AI models - Manage a reading

Full README

crewai-news-agent-system

This repository contains a system for managing news articles using AI agents. It allows you to search for news articles, summarize them, and manage your reading list. The system is designed to be flexible and extensible, allowing you to add new features and capabilities as needed.

Features

  • Search for news articles using Google News API
  • Summarize articles using AI models
  • Manage a reading list of articles
  • Use AI agents to perform tasks such as searching and summarizing
  • Support for multiple AI models and tools
  • Extensible architecture for adding new features

Architecture

The system is built using the CrewAI framework, which provides a flexible architecture for building AI agents. The main components of the system include:

  • Agents: AI agents that perform tasks such as searching for news articles and summarizing
  • Tools: Tools that agents can use to perform tasks, such as the Google News API and AI summarization models
  • Tasks: Tasks that agents can perform, such as searching for articles and summarizing them

Sample output

python crew.py

Welcome to the CrewAI News Agent System! This system allows you to search for news articles, summarize them, and manage your reading list. alt text alt text alt text alt text

Output will be displayed in the terminal, showing the results of your searches and summaries. A file new-blog-post.md will be created in the current directory, containing the articles you have read.

Installation

  1. Clone the repository:
    git clone https://github.com/yourusername/crewai-news-agent-system.git
    
  2. Navigate to the project directory:
     cd crewai-news-agent-system
    
  3. Install the required dependencies:
    pip install -r requirements.txt
    
  4. Set up environment variables: Create a .env file in the root directory and add your Google API key and Serper API key
    GOOGLE_API_KEY="your-google-api-key-here"
    SERPER_API_KEY="your-serper-api-key-here"
    
  5. Run the application:
    python crew.py
    

Usage

  • Start the application and follow the prompts to search for news articles, summarize them, and manage your reading list.
  • You can use the --help option to see available commands and options
  • The system supports multiple AI models and tools, which can be configured in the .env file.

Contributing

Contributions are welcome! If you have suggestions for improvements or new features, please open an issue or submit a pull request. Please ensure that your code follows the project's coding standards and includes appropriate tests. see the CONTRIBUTING file for more details.

License

This project is licensed under the MIT License. See the LICENSE file for details

Feature Requests

If you have ideas for new features or improvements, please open an issue with the label feature request. Describe your idea in detail, including how it would benefit the system and any specific use cases you have in mind. We welcome all suggestions and will consider them for future releases.

Issues

If you encounter any issues while using the system, please open an issue with the label bug report. Provide as much detail as possible, including steps to reproduce the issue, any error messages you received, and your system configuration. This will help us diagnose and fix the problem quickly.

Acknowledgements

This project uses the CrewAI framework, which provides a powerful and flexible architecture for building AI agents. We also use the Google News API and various AI models for searching and summarizing news articles. Special thanks to the contributors and maintainers of these projects for their hard work and dedication.

Contact

If you have any questions or feedback, please feel free to contact us at Sreekanth Pogula [[email protected]]

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

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-sreekanthpogula-crewai-news-agent-system/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-sreekanthpogula-crewai-news-agent-system/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-sreekanthpogula-crewai-news-agent-system/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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 & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

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

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Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

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Machine Appendix

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-sreekanthpogula-crewai-news-agent-system/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-sreekanthpogula-crewai-news-agent-system/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-sreekanthpogula-crewai-news-agent-system/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-sreekanthpogula-crewai-news-agent-system/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-sreekanthpogula-crewai-news-agent-system/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-sreekanthpogula-crewai-news-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": "2026-10-09T20:47:10.116Z"
    }
  },
  "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": "Sreekanthpogula",
    "category": "vendor",
    "href": "https://github.com/sreekanthpogula/crewai-news-agent-system",
    "sourceUrl": "https://github.com/sreekanthpogula/crewai-news-agent-system",
    "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-sreekanthpogula-crewai-news-agent-system/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-sreekanthpogula-crewai-news-agent-system/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-sreekanthpogula-crewai-news-agent-system/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-sreekanthpogula-crewai-news-agent-system/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · 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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Ads related to crewai-news-agent-system and adjacent AI workflows.