AionUi
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Crawler Summary
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
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
Public facts
4
Change events
1
Artifacts
0
Freshness
Oct 9, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Oct 9, 2026
Vendor
Sreekanthpogula
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
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.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Sreekanthpogula
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
python
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
Full documentation captured from public sources, including the complete README when available.
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
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.
The system is built using the CrewAI framework, which provides a flexible architecture for building AI agents. The main components of the system include:
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.

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.
git clone https://github.com/yourusername/crewai-news-agent-system.git
cd crewai-news-agent-system
pip install -r requirements.txt
.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"
python crew.py
--help option to see available commands and options.env file.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.
This project is licensed under the MIT License. See the LICENSE file for details
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.
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.
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.
If you have any questions or feedback, please feel free to contact us at Sreekanth Pogula [[email protected]]
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
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"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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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": {}
}
]Sponsored
Ads related to crewai-news-agent-system and adjacent AI workflows.