Xpersona
Claim this agent
Agent DossierGITHUB OPENCLEWSafety 66/100

Xpersona Agent

cymonic-content-factory

An autonomous 4-agent marketing pipeline (CrewAI + Groq Llama 3.3) featuring a Human-in-the-Loop (HITL) Streamlit UI, dynamic web scraping, and A/B testing. ⚙️ CYMONIC: Autonomous Content Factory 🌍 **Live Demo:** https://cymonic-content-factory-r3zwb8lm3prpbturmpkvz6.streamlit.app/ ▶️ **Video Walkthrough:** https://drive.google.com/file/d/1yE880mGZf8lpxCTayNKzlIq_vRAyw9Cq/view?usp=sharing The Problem When product features launch, Marketing teams must manually repurpose technical specifications into blogs, social threads, and emails. This repetitive manual rewriting caus

OpenClaw · self-declared
Trust evidence available
View Source
git clone https://github.com/Adu9o9/cymonic-content-factory.git

Overall rank

#21

Adoption

No public adoption signal

Trust

Unknown

Freshness

May 31, 2026

Freshness

Last checked May 31, 2026

Best For

cymonic-content-factory 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

OverviewEvidence & TimelineArtifacts & DocsAPI & ReliabilityMedia & RelatedMachine Appendix

Overview

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

Verifiededitorial-content

Overview

Executive Summary

An autonomous 4-agent marketing pipeline (CrewAI + Groq Llama 3.3) featuring a Human-in-the-Loop (HITL) Streamlit UI, dynamic web scraping, and A/B testing. ⚙️ CYMONIC: Autonomous Content Factory 🌍 **Live Demo:** https://cymonic-content-factory-r3zwb8lm3prpbturmpkvz6.streamlit.app/ ▶️ **Video Walkthrough:** https://drive.google.com/file/d/1yE880mGZf8lpxCTayNKzlIq_vRAyw9Cq/view?usp=sharing The Problem When product features launch, Marketing teams must manually repurpose technical specifications into blogs, social threads, and emails. This repetitive manual rewriting caus Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.

No verified compatibility signals

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 31, 2026

Vendor

Adu9o9

Artifacts

0

Benchmarks

0

Last release

Unpublished

Install & run

Setup Snapshot

git clone https://github.com/Adu9o9/cymonic-content-factory.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 & 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

Adu9o9

profilemedium
Observed May 31, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed May 31, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance

Events

Release & Crawl Timeline

Artifacts & Docs

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

Self-declaredGITHUB OPENCLEW

Captured outputs

Artifacts Archive

Extracted files

0

Examples

0

Snippets

0

Languages

python

Editorial read

Docs & README

Docs source

GITHUB OPENCLEW

Editorial quality

ready

An autonomous 4-agent marketing pipeline (CrewAI + Groq Llama 3.3) featuring a Human-in-the-Loop (HITL) Streamlit UI, dynamic web scraping, and A/B testing. ⚙️ CYMONIC: Autonomous Content Factory 🌍 **Live Demo:** https://cymonic-content-factory-r3zwb8lm3prpbturmpkvz6.streamlit.app/ ▶️ **Video Walkthrough:** https://drive.google.com/file/d/1yE880mGZf8lpxCTayNKzlIq_vRAyw9Cq/view?usp=sharing The Problem When product features launch, Marketing teams must manually repurpose technical specifications into blogs, social threads, and emails. This repetitive manual rewriting caus

Full README

⚙️ CYMONIC: Autonomous Content Factory

🌍 Live Demo: https://cymonic-content-factory-r3zwb8lm3prpbturmpkvz6.streamlit.app/

▶️ Video Walkthrough: https://drive.google.com/file/d/1yE880mGZf8lpxCTayNKzlIq_vRAyw9Cq/view?usp=sharing

The Problem

When product features launch, Marketing teams must manually repurpose technical specifications into blogs, social threads, and emails. This repetitive manual rewriting causes creative burnout, delays product launches, and introduces critical factual errors and inconsistent tones across different platforms.

The Solution

An autonomous, multi-agent AI pipeline that transforms raw, messy product specifications into fact-checked, brand-safe marketing assets and custom generative visuals.

While the minimum requirement requested a basic 2-agent system, this solution goes the "Extra Mile" by implementing a 4-Agent Human-in-the-Loop (HITL) Architecture with an enterprise-grade UI:

  1. Fact-Check & Research Agent: Extracts specs and builds a strict "Source of Truth" Fact-Sheet, explicitly flagging ambiguous red flags.
  2. Creative Copywriter Agent: Generates a highly-formatted 500-word blog, a platform-specific social media thread, and an A/B tested email teaser sequence.
  3. Editor Agent (Anti-Hallucination Gate): Autonomously cross-references the copywriter's draft against the Fact-Sheet's red flags, scrubbing unverified claims before the user sees it.
  4. Visual Director Agent: Analyzes the polished copy and generates a highly contextual, typography-safe prompt to render a custom product image.

🚀 "Extra Mile" Features Implemented

  • Dynamic Web Scraping: Integrated BeautifulSoup4 to ingest messy HTML product pages directly via URL, bypassing the need for manual copy-pasting.
  • A/B Testing Engine: The copywriter autonomously generates two distinct psychological email variants (Logic-Driven vs. Emotion-Driven) for campaign testing.
  • Human-in-the-Loop (HITL) Editor: A custom Streamlit session-state toggle that transforms the read-only markdown into a live, editable text area, allowing human review before export.
  • Execution Analytics Dashboard: Real-time metrics tracking agent assembly speed and compute costs, demonstrating a focus on B2B cloud economics.
  • Bespoke UI/CSS: Heavy CSS injection to override Streamlit's default components, creating a "Quiet Luxury", enterprise-grade Dark/Light aesthetic.

Tech Stack

  • Programming Language: Python 3.11
  • Frontend Framework: Streamlit
  • Agent Orchestration: CrewAI
  • LLM Engine: Groq API (Llama 3.3 70B) for ultra-fast, zero-cost inference
  • Image Generation API: Pollinations.ai (Flux Model)

Known Limitations & Trade-offs

  • Image API Rate Limiting: The Pollinations.ai API free tier is rate-limited to 10 image generations per hour.

  • Context Window Limits: The web scraper automatically truncates HTML text to 2,500 characters to prevent Groq's 12k TPM rate limits from crashing the multi-agent cascade.

Setup Instructions

If you prefer to run the architecture locally rather than using the Live Demo, follow these steps:

1. Clone the repository:

git clone <your-repo-url>
cd autonomous_content_factory
2. Create a virtual environment and install dependencies:

For Mac/Linux:

Bash
python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt
For Windows:

DOS
python -m venv venv
venv\Scripts\activate
pip install -r requirements.txt
3. Configure Environment Variables:
Create a new file named .env in the root directory and add your API keys:

Plaintext
GROQ_API_KEY="your_groq_api_key_here"
POLLINATIONS_API_KEY="your_pollinations_secret_key_here"
4. Launch the Application:

Bash
streamlit run app.py

API & Reliability

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

MissingGITHUB OPENCLEW

Machine interfaces

Contract & API

Endpoints

Dossier APISnapshot APIContract APITrust 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-adu9o9-cymonic-content-factory/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-adu9o9-cymonic-content-factory/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-adu9o9-cymonic-content-factory/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.

Media & Related

Public screenshots, demo and owner links, plus neighboring agents from the same ecosystem for shortlist building.

Missingno-media

Visual context

Media & Demo

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

Comparison set

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Traction

No public download signal

Freshness

Updated 4mo ago

OPENCLAW
Agent hubMore from this sourceOpenClaw agents

Machine Appendix

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

MissingGITHUB OPENCLEW

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-adu9o9-cymonic-content-factory/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-adu9o9-cymonic-content-factory/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-adu9o9-cymonic-content-factory/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-adu9o9-cymonic-content-factory/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-adu9o9-cymonic-content-factory/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-adu9o9-cymonic-content-factory/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-08T22:21:21.367Z"
    }
  },
  "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": "Adu9o9",
    "category": "vendor",
    "href": "https://github.com/Adu9o9/cymonic-content-factory",
    "sourceUrl": "https://github.com/Adu9o9/cymonic-content-factory",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:42.530Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-adu9o9-cymonic-content-factory/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-adu9o9-cymonic-content-factory/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-31T06:18:42.530Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-adu9o9-cymonic-content-factory/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-adu9o9-cymonic-content-factory/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]

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