Crawler Summary
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 4/15/2026.
Freshness
Last checked 4/15/2026
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 OPENCLEW, runtime-metrics, public facts pack
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
Public facts
5
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. 755 GitHub stars reported by the source. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 15, 2026
Vendor
Alexfazio
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Unpublished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. 755 GitHub stars reported by the source. Last updated 4/15/2026.
Setup snapshot
git clone https://github.com/alexfazio/viral-clips-crew.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
Alexfazio
Protocol compatibility
OpenClaw
Adoption signal
755 GitHub stars
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
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
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
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
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.
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.
This project requires:
All required Python libraries are listed in pyproject.toml.
Clone this repository to your local machine:
git clone https://github.com/alexfazio/viral-clips-crew.git
Install Poetry to automatically manage project dependencies:
pip install poetry
Install the required Python packages using Poetry:
poetry install
Update Pydantic:
poetry update pydantic
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
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.
If you like this project and want to support it, please consider leaving a star. Every contribution helps keep the project running. Thank you!
If you encounter a TypeError: 'NoneType' object is not iterable, please check the following:
.env file.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.
Thank you to Rip&Tear for his ongoing assistance in improving this tool.
Copyright (c) 2024-present, Alex Fazio
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://xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/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.
Rank
70
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Traction
No public download signal
Freshness
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Rank
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Traction
No public download signal
Freshness
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Rank
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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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No public download signal
Freshness
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Rank
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Traction
No public download signal
Freshness
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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://xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/contract\"",
"curl -s \"https://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_OPENCLEW",
"generatedAt": "2026-04-17T00:09:04.102Z"
}
},
"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",
"category": "vendor",
"label": "Vendor",
"value": "Alexfazio",
"href": "https://github.com/alexfazio/viral-clips-crew",
"sourceUrl": "https://github.com/alexfazio/viral-clips-crew",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T06:04:48.309Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T06:04:48.309Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "755 GitHub stars",
"href": "https://github.com/alexfazio/viral-clips-crew",
"sourceUrl": "https://github.com/alexfazio/viral-clips-crew",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T06:04:48.309Z",
"isPublic": true
},
{
"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": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-crew/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-alexfazio-viral-clips-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
}
]Sponsored
Ads related to viral-clips-crew and adjacent AI workflows.