Crawler Summary

ResearchAndBlogWriter answer-first brief

This is a project where I try and implement crewai in a simple multi-agent project. I use a research agent and a blog writing agent with a goal of producing a 2000 word long blog at the end as output. πŸš€ Research & Blog Crew <div align="center"> Automate Your Content Pipeline with AI Agents </div> --- πŸ“– Overview **Research & Blog Crew** is an intelligent multi-agent system that transforms a simple topic into a comprehensive, engaging blog post. By orchestrating specialized AI agents powered by **Google Gemini 1.5 Flash**, this project automates the heavy lifting of research and writing. πŸ€– The Crew | Agent | Icon Capability contract not published. No trust telemetry is available yet. Last updated 5/13/2026.

Freshness

Last checked 5/13/2026

Best For

ResearchAndBlogWriter 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

ResearchAndBlogWriter

This is a project where I try and implement crewai in a simple multi-agent project. I use a research agent and a blog writing agent with a goal of producing a 2000 word long blog at the end as output. πŸš€ Research & Blog Crew <div align="center"> Automate Your Content Pipeline with AI Agents </div> --- πŸ“– Overview **Research & Blog Crew** is an intelligent multi-agent system that transforms a simple topic into a comprehensive, engaging blog post. By orchestrating specialized AI agents powered by **Google Gemini 1.5 Flash**, this project automates the heavy lifting of research and writing. πŸ€– The Crew | Agent | Icon

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

May 13, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 5/13/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 13, 2026

Vendor

Sir Sloth The Lazy

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Unpublished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 5/13/2026.

Setup snapshot

git clone https://github.com/Sir-Sloth-The-Lazy/ResearchAndBlogWriter.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

Sir Sloth The Lazy

profilemedium
Observed May 13, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed May 13, 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

research_and_blog_crew/
β”œβ”€β”€ src/
β”‚   └── research_and_blog_crew/
β”‚       β”œβ”€β”€ config/
β”‚       β”‚   β”œβ”€β”€ agents.yaml      # Agent definitions and behaviors
β”‚       β”‚   └── tasks.yaml       # Task descriptions and expected outputs
β”‚       β”œβ”€β”€ tools/               # Custom tools for agents
β”‚       β”œβ”€β”€ crew.py              # Main CrewAI orchestration logic
β”‚       └── main.py              # Entry point and execution setup
β”œβ”€β”€ .env                         # Environment variables (API keys)
β”œβ”€β”€ pyproject.toml               # Project dependencies (managed by uv)
└── README.md                    # Project documentation

bash

git clone https://github.com/Sir-Sloth-The-Lazy/ResearchAndBlogWriter.git
cd ResearchAndBlogWriter

bash

pip install uv

bash

uv sync

bash

touch .env

env

gemini_api_key=YOUR_GOOGLE_GEMINI_API_KEY
MODEL=gemini/gemini-1.5-flash

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

This is a project where I try and implement crewai in a simple multi-agent project. I use a research agent and a blog writing agent with a goal of producing a 2000 word long blog at the end as output. πŸš€ Research & Blog Crew <div align="center"> Automate Your Content Pipeline with AI Agents </div> --- πŸ“– Overview **Research & Blog Crew** is an intelligent multi-agent system that transforms a simple topic into a comprehensive, engaging blog post. By orchestrating specialized AI agents powered by **Google Gemini 1.5 Flash**, this project automates the heavy lifting of research and writing. πŸ€– The Crew | Agent | Icon

Full README

πŸš€ Research & Blog Crew

<div align="center">

Python CrewAI uv

Automate Your Content Pipeline with AI Agents

</div>

πŸ“– Overview

Research & Blog Crew is an intelligent multi-agent system that transforms a simple topic into a comprehensive, engaging blog post. By orchestrating specialized AI agents powered by Google Gemini 1.5 Flash, this project automates the heavy lifting of research and writing.

πŸ€– The Crew

| Agent | Icon | Role | Mission | | :------------- | :--: | :--------------------- | :----------------------------------------------------------------------------- | | Researcher | πŸ•΅οΈβ€β™‚οΈ | Senior Data Researcher | Scour the web/knowledge base for the latest facts, trends, and deep insights. | | Writer | ✍️ | Content Strategist | Synthesize complex data into a readable, engaging, and professional blog post. |

πŸ“‚ Project Structure

research_and_blog_crew/
β”œβ”€β”€ src/
β”‚   └── research_and_blog_crew/
β”‚       β”œβ”€β”€ config/
β”‚       β”‚   β”œβ”€β”€ agents.yaml      # Agent definitions and behaviors
β”‚       β”‚   └── tasks.yaml       # Task descriptions and expected outputs
β”‚       β”œβ”€β”€ tools/               # Custom tools for agents
β”‚       β”œβ”€β”€ crew.py              # Main CrewAI orchestration logic
β”‚       └── main.py              # Entry point and execution setup
β”œβ”€β”€ .env                         # Environment variables (API keys)
β”œβ”€β”€ pyproject.toml               # Project dependencies (managed by uv)
└── README.md                    # Project documentation

🧩 Key Files Description

  • src/research_and_blog_crew/crew.py: The heart of the application. It defines the @crew, @agent, and @task decorators that assemble the AI team.
  • src/research_and_blog_crew/main.py: The command-line interface entry point. It handles user inputs (like the topic) and kicks off the crew.
  • src/research_and_blog_crew/config/agents.yaml: A YAML configuration file where you define the persona, role, and backstory of your agents.
  • src/research_and_blog_crew/config/tasks.yaml: A YAML configuration file where you describe the specific tasks each agent must complete.

πŸ› οΈ Prerequisites

  • Python: Version 3.10 up to 3.13.
  • uv: An extremely fast Python package and project manager.

πŸš€ Quick Setup

<details> <summary><strong>πŸ‘‰ Click here for Step-by-Step Installation Instructions</strong></summary>

1. Clone the Repository

git clone https://github.com/Sir-Sloth-The-Lazy/ResearchAndBlogWriter.git
cd ResearchAndBlogWriter

2. Install uv

If you don't have it yet:

pip install uv

3. Sync Dependencies

Install the exact environment needed for the crew:

uv sync

4. Configure Environment

Create your secret configuration:

touch .env

Open .env and add your keys:

gemini_api_key=YOUR_GOOGLE_GEMINI_API_KEY
MODEL=gemini/gemini-1.5-flash
</details>

πŸƒβ€β™‚οΈ How to Run

Execute the crew with a single command:

crewai run

πŸ“‚ Output

The final blog post will be generated in the blogs/ directory:

  • blogs/blog.md

βš™οΈ Customization

Customize the topic in src/research_and_blog_crew/main.py:

inputs = {
    'topic': 'The Future of Quantum Computing',
    'current_year': str(datetime.now().year)
}

🀝 Contributing

Got ideas? We'd love to see them!

  1. Fork the repo
  2. Create a feature branch
  3. Submit a Pull Request

πŸ“„ License

This project is licensed under the MIT License.

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-sir-sloth-the-lazy-researchandblogwriter/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-sir-sloth-the-lazy-researchandblogwriter/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-sir-sloth-the-lazy-researchandblogwriter/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.

Related Agents

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-sir-sloth-the-lazy-researchandblogwriter/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-sir-sloth-the-lazy-researchandblogwriter/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-sir-sloth-the-lazy-researchandblogwriter/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-sir-sloth-the-lazy-researchandblogwriter/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-sir-sloth-the-lazy-researchandblogwriter/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-sir-sloth-the-lazy-researchandblogwriter/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-10T01:23:16.848Z"
    }
  },
  "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": "Sir Sloth The Lazy",
    "category": "vendor",
    "href": "https://github.com/Sir-Sloth-The-Lazy/ResearchAndBlogWriter",
    "sourceUrl": "https://github.com/Sir-Sloth-The-Lazy/ResearchAndBlogWriter",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-13T06:46:26.095Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-sir-sloth-the-lazy-researchandblogwriter/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-sir-sloth-the-lazy-researchandblogwriter/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-13T06:46:26.095Z",
    "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-sir-sloth-the-lazy-researchandblogwriter/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-sir-sloth-the-lazy-researchandblogwriter/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": {}
  }
]

Sponsored

Ads related to ResearchAndBlogWriter and adjacent AI workflows.