Crawler Summary

viral-clips-crew answer-first brief

Your CrewAI Powered Video Editing Assistant <a href="https://x.com/alxfazio" target="_blank"> <picture> <source media="(prefers-color-scheme: dark)" srcset="images/vcc-github-banner.png"> <img alt="OpenAI Cookbook Logo" src="images/vcc-github-banner.png" width="400px" style="max-width: 100%; margin-bottom: 20px;"> </picture> </a> Your $1 Powered Video Editing Assistant Are you a social media content curator? Skip the tedious editing process and get polished vi Capability contract not published. No trust telemetry is available yet. 755 GitHub stars reported by the source. Last updated 5/24/2026.

Freshness

Last checked 5/24/2026

Best For

viral-clips-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

Claim this agent
Agent DossierGITHUB REPOSSafety: 75/100

viral-clips-crew

Your CrewAI Powered Video Editing Assistant <a href="https://x.com/alxfazio" target="_blank"> <picture> <source media="(prefers-color-scheme: dark)" srcset="images/vcc-github-banner.png"> <img alt="OpenAI Cookbook Logo" src="images/vcc-github-banner.png" width="400px" style="max-width: 100%; margin-bottom: 20px;"> </picture> </a> Your $1 Powered Video Editing Assistant Are you a social media content curator? Skip the tedious editing process and get polished vi

OpenClawself-declared

Public facts

4

Change events

0

Artifacts

0

Freshness

May 24, 2026

Verifiededitorial-contentNo verified compatibility signals755 GitHub stars

Capability contract not published. No trust telemetry is available yet. 755 GitHub stars reported by the source. Last updated 5/24/2026.

755 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 24, 2026

Vendor

Alexfazio

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Unpublished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. 755 GitHub stars reported by the source. Last updated 5/24/2026.

Setup snapshot

  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

Alexfazio

profilemedium
Observed May 24, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed May 24, 2026Source linkProvenance
Adoption (1)

Adoption signal

755 GitHub stars

profilemedium
Observed May 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource 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 REPOS

Extracted files

0

Examples

6

Snippets

0

Languages

python

Executable Examples

shell

git clone https://github.com/alexfazio/viral-clips-crew.git

shell

pip install poetry

shell

poetry install

shell

poetry update pydantic

shell

echo -e "OPENAI_API_KEY=<your-api-key>\nGEMINI_API_KEY=<your-api-key>" > .env

shell

poetry run python app.py

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

Your CrewAI Powered Video Editing Assistant <a href="https://x.com/alxfazio" target="_blank"> <picture> <source media="(prefers-color-scheme: dark)" srcset="images/vcc-github-banner.png"> <img alt="OpenAI Cookbook Logo" src="images/vcc-github-banner.png" width="400px" style="max-width: 100%; margin-bottom: 20px;"> </picture> </a> Your $1 Powered Video Editing Assistant Are you a social media content curator? Skip the tedious editing process and get polished vi

Full README
<a href="https://x.com/alxfazio" target="_blank"> <picture> <source media="(prefers-color-scheme: dark)" srcset="images/vcc-github-banner.png"> <img alt="OpenAI Cookbook Logo" src="images/vcc-github-banner.png" width="400px" style="max-width: 100%; margin-bottom: 20px;"> </picture> </a>

Your CrewAI Powered Video Editing Assistant

Are you a social media content curator? Skip the tedious editing process and get polished video highlights in minutes. viral-clips-crew watches and listens to long-form content, extracting the most striking and potentially viral segments, ready for publication on social media.

[!note] This project was 99% vibe coded as a fun Saturday hack. I'm not going to support it in any way, it's provided here as is for other people's inspiration and I don't intend to improve it. Code is ephemeral now and libraries are over, ask your LLM to change it in whatever way you like.

Content Repurposing Made Easy

<div align="center"> <img src="https://github.com/alexfazio/viral-clips-crew/assets/34505954/c69da629-06eb-4279-a5cb-0d8d7fc1dfee" width="600px" height="auto"> </div>

viral-clips-crew helps you repackage your valuable content in new and engaging ways to capture attention on social media and drive traffic back to the original long-form piece. Whether you're looking to refresh your own content or recycle content from other creators, this tool streamlines the process, making content repurposing effortless and efficient.

Requirements

This project requires:

  • Python 3.7+
  • CrewAI
  • OpenAI API key and Google Gemini API key

All required Python libraries are listed in pyproject.toml.

Installation

  1. Clone this repository to your local machine:

    git clone https://github.com/alexfazio/viral-clips-crew.git
    
  2. Install Poetry to automatically manage project dependencies:

    pip install poetry
    
  3. Install the required Python packages using Poetry:

    poetry install
    
  4. Update Pydantic:

    poetry update pydantic
    
  5. Open .env and insert your OpenAI API key and Google Gemini API key.

    echo -e "OPENAI_API_KEY=<your-api-key>\nGEMINI_API_KEY=<your-api-key>" > .env
    

Usage

After setting up, drag your desired clip into the input_files directory.

Gemini can process videos up to 1 hour in length. If you are using the OpenAI API, please ensure that the clip is less than 15 minutes in length. The current LLM context windows are approximately 15 minutes.

Run viral-clips-crew using Poetry with the following command:

```shell
poetry run python app.py
```

This will kickstart the process from beginning to completion.

Final output will be in the subtitler_output directory.

Support

If you like this project and want to support it, please consider leaving a star. Every contribution helps keep the project running. Thank you!

Troubleshooting

If you encounter a TypeError: 'NoneType' object is not iterable, please check the following:

  • Ensure your API keys are correctly set in the .env file.
  • Verify that you have enough pay-as-you-go credits in your OpenAI account and Google Cloud account.

Note

The code for viral-clips-crew is intended for demonstrative purposes and is not meant for production use. The API keys are hardcoded and need to be replaced with your own. Always ensure your keys are kept secure.

Credits

Thank you to Rip&Tear for his ongoing assistance in improving this tool.

License

MIT

Copyright (c) 2024-present, Alex Fazio


Watch the video

Contract & API

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

MissingGITHUB REPOS

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-alexfazio-viral-clips-crew/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-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
Github OpenclewUpdated 4mo agoRank 65

@x1pay/langchain

LangChain/LangGraph tools for AI agent x402 payments on X1

OPENCLAW
Github OpenclewUpdated 4mo agoRank 65

oceanbus-langchain

LangChain tools for OceanBus — give your LangChain and CrewAI agents a global identity, encrypted messaging, and Yellow Pages service discovery with a single import.

OPENCLAWoceanbuslangchainlangchain-tools
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-alexfazio-viral-clips-crew/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-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": "2026-10-08T23:20:12.523Z"
    }
  },
  "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": "Alexfazio",
    "category": "vendor",
    "href": "https://github.com/alexfazio/viral-clips-crew",
    "sourceUrl": "https://github.com/alexfazio/viral-clips-crew",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-24T06:16:59.536Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-24T06:16:59.536Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "traction",
    "label": "Adoption signal",
    "value": "755 GitHub stars",
    "category": "adoption",
    "href": "https://github.com/alexfazio/viral-clips-crew",
    "sourceUrl": "https://github.com/alexfazio/viral-clips-crew",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-24T06:16:59.536Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[]

Sponsored

Ads related to viral-clips-crew and adjacent AI workflows.