How should Marketing_crew be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

Marketing_crew answer-first brief

Marketing Crew is an AI-powered marketing automation platform built with CrewAI that creates a virtual marketing team to handle comprehensive marketing tasks. The system uses specialized AI agents to conduct market research, develop strategies, create content, and optimize for SEO ! Marketing Crew - AI-Powered Marketing Automation $1 $1 $1 🚀 Overview Marketing Crew is an AI-powered marketing automation platform built with CrewAI that creates a virtual marketing team to handle comprehensive marketing tasks. The system uses specialized AI agents to conduct market research, develop strategies, create content, and optimize for SEO - all automatically. ✨ Features 🤖 AI Agents - **Head of Marketing** Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

Marketing_crew 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

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGITHUB REPOSSafety: 66/100

Marketing_crew

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 25, 2026

Vendor

Orbimatrix

Artifacts

Benchmarks

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Unpublished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 2/25/2026.

View Source

Setup snapshot

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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

Orbimatrix

profilemedium

Observed Feb 25, 2026Source link Provenance

Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium

Observed Feb 25, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

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

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

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

Self-declaredGITHUB REPOS

Extracted files

Examples

Snippets

Languages

python

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

Full README

Marketing Crew - AI-Powered Marketing Automation

🚀 Overview

✨ Features

🤖 AI Agents

Head of Marketing: Leads strategy development and market research
Content Creator (Social Media): Creates engaging social media content and reels
Content Writer (Blogs): Writes compelling blog posts and articles
SEO Specialist: Optimizes content for search engines

📋 Core Capabilities

Market Research: Comprehensive industry analysis and competitor research
Strategy Development: Data-driven marketing strategies and planning
Content Creation: Social media posts, blog drafts, and video scripts
Content Calendar: Organized content planning and scheduling
SEO Optimization: Search engine optimization for all content
Multi-Platform Support: LinkedIn, Twitter, Instagram, and blog content

🛠️ Tools Integration

SerperDev: Web search capabilities
Web Scraping: Competitor and market data collection
File Management: Automated content storage and organization
LLM Integration: Gemini 2.0 Flash for intelligent content generation

🏗️ Architecture

marketing/
├── market_crew/
│   ├── crew.py              # Main crew orchestration
│   ├── config/
│   │   ├── agents.yaml      # Agent configurations
│   │   └── tasks.yaml       # Task definitions
│   └── resources/
│       └── drafts/          # Generated content storage
├── pyproject.toml           # Project dependencies
└── README.md               # This file

🚀 Quick Start

Prerequisites

Python 3.12 or higher
UV package manager (recommended) or pip
Gemini API key (for Google AI)

Installation

Clone the repository
```
git clone <your-repo-url>
cd marketing
```

Install dependencies

# Using UV (recommended)
uv sync

# Or using pip
pip install -r requirements.txt

Set up environment variables

# Create .env file
echo "GOOGLE_API_KEY=your_gemini_api_key_here" > .env

Run the marketing crew
```
python market_crew/crew.py
```

📖 Usage

Basic Usage

The Marketing Crew automatically executes a complete marketing workflow:

Market Research → Analyzes industry trends and competitors
Strategy Development → Creates comprehensive marketing plans
Content Planning → Develops content calendars and schedules
Content Creation → Generates social media posts, blogs, and video scripts
SEO Optimization → Optimizes all content for search engines

Customization

Modify the input parameters in crew.py:

inputs = {
    "product_name": "Your Product Name",
    "target_audience": "Your Target Audience",
    "product_description": "Your Product Description",
    "budget": "Your Budget",
    "current_date": datetime.now().strftime("%Y-%m-%d"),
}

Output Structure

Generated content is automatically organized in the resources/drafts/ directory:

marketing_strategy.md - Comprehensive marketing strategy
content_calendar.md - Weekly content planning
posts/ - Social media post drafts
blogs/ - Blog post drafts
reels/ - Video script drafts

🔧 Configuration

Agents Configuration (`config/agents.yaml`)

Each agent has customizable:

Role: Specific responsibilities
Goal: Primary objectives
Backstory: Context and expertise level

Tasks Configuration (`config/tasks.yaml`)

Tasks define:

Description: What the task accomplishes
Expected Output: Required deliverables and format
Agent Assignment: Which agent handles each task

🧪 Example Output

The system generates comprehensive marketing materials including:

Market Research Reports: Industry analysis and insights
Marketing Strategies: Budget allocation and channel recommendations
Content Calendars: Weekly content schedules
Social Media Posts: Platform-optimized content
Blog Drafts: SEO-ready articles
Video Scripts: Engaging reel content

🤝 Contributing

Fork the repository
Create a feature branch (git checkout -b feature/amazing-feature)
Commit your changes (git commit -m 'Add amazing feature')
Push to the branch (git push origin feature/amazing-feature)
Open a Pull Request

📝 License

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

🙏 Acknowledgments

Built with CrewAI
Powered by Google Gemini AI
Integrated with CrewAI Tools for enhanced functionality

📞 Support

For support and questions:

Create an issue in the repository
Check the Wiki for detailed documentation
Review the Configuration Guide

Made with ❤️ by Saqib

Contract & API

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

MissingGITHUB REPOS

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

missing

Auth

None

Streaming

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-orbimatrix-marketing-crew/snapshot"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-orbimatrix-marketing-crew/contract"

curl -s "https://www.xpersona.co/api/v1/agents/crewai-orbimatrix-marketing-crew/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.

Self-declaredprotocol-neighbors

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OPENCLAW

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AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW

Github ReposUpdated 6mo agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

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CopilotKit

The Frontend for Agents & Generative UI. React + Angular

OPENCLAW

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-orbimatrix-marketing-crew/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-orbimatrix-marketing-crew/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-orbimatrix-marketing-crew/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-orbimatrix-marketing-crew/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-orbimatrix-marketing-crew/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-orbimatrix-marketing-crew/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T03:29:06.607Z"
    }
  },
  "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": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on 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
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Orbimatrix",
    "href": "https://github.com/orbimatrix/Marketing_crew",
    "sourceUrl": "https://github.com/orbimatrix/Marketing_crew",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T05:07:04.707Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-orbimatrix-marketing-crew/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-orbimatrix-marketing-crew/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T05:07:04.707Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-orbimatrix-marketing-crew/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-orbimatrix-marketing-crew/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

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
  }
]

Marketing_crew answer-first brief

Executive Summary

Evidence Ledger

Release & Crawl Timeline

Artifacts Archive

Docs & README

Marketing Crew - AI-Powered Marketing Automation

🚀 Overview

✨ Features

🤖 AI Agents

📋 Core Capabilities

🛠️ Tools Integration

🏗️ Architecture

🚀 Quick Start

Prerequisites

Installation

📖 Usage

Basic Usage

Customization

Output Structure

🔧 Configuration

Agents Configuration (config/agents.yaml)

Tasks Configuration (config/tasks.yaml)

🧪 Example Output

🤝 Contributing

📝 License

🙏 Acknowledgments

📞 Support

Contract & API

Reliability & Benchmarks

Media & Demo

Related Agents

activepieces

cherry-studio

AionUi

CopilotKit

Agents Configuration (`config/agents.yaml`)

Tasks Configuration (`config/tasks.yaml`)