Crawler Summary
Video Whisper — Local Video/Audio Transcription Video Whisper — Local Video/Audio Transcription Transcribe videos and audio locally on Apple Silicon using $1. Supports YouTube, Bilibili, Xiaohongshu, Douyin, podcasts, and local files. **Runs entirely on-device. No API keys. No cloud. No cost.** Requirements - **Apple Silicon Mac** (M1/M2/M3/M4) - $1 packages: yt-dlp, ffmpeg - Python venv with mlx-whisper Installation Usage CLI - **URL**: YouTube, Bilibili, Xiaohon Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.
Freshness
Last checked 2/23/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
video-whisper is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
Video Whisper — Local Video/Audio Transcription Video Whisper — Local Video/Audio Transcription Transcribe videos and audio locally on Apple Silicon using $1. Supports YouTube, Bilibili, Xiaohongshu, Douyin, podcasts, and local files. **Runs entirely on-device. No API keys. No cloud. No cost.** Requirements - **Apple Silicon Mac** (M1/M2/M3/M4) - $1 packages: yt-dlp, ffmpeg - Python venv with mlx-whisper Installation Usage CLI - **URL**: YouTube, Bilibili, Xiaohon
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 23, 2026
Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 23, 2026
Vendor
Ylongwang2782
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/ylongwang2782/video-whisper.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
Ylongwang2782
Protocol compatibility
OpenClaw
Auth modes
api_key
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
1 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
5
Snippets
0
Languages
typescript
Parameters
bash
# 1. Install system dependencies brew install yt-dlp ffmpeg # 2. Create Python venv and install mlx-whisper python3 -m venv ~/.openclaw/venvs/whisper ~/.openclaw/venvs/whisper/bin/pip install mlx-whisper
bash
bash scripts/transcribe.sh "<URL_or_FILE>" [model]
bash
# YouTube video bash scripts/transcribe.sh "https://www.youtube.com/watch?v=dQw4w9WgXcQ" # Bilibili video bash scripts/transcribe.sh "https://www.bilibili.com/video/BV1xx411c7mD" # Local file bash scripts/transcribe.sh ~/Downloads/podcast.mp3 # Use large model for better accuracy bash scripts/transcribe.sh "https://youtu.be/xxx" mlx-community/whisper-large-v3-mlx
bash
export WHISPER_PYTHON=/path/to/your/venv/bin/python3 bash scripts/transcribe.sh "<URL>"
bash
cp -r video-whisper ~/.openclaw/workspace/skills/
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Video Whisper — Local Video/Audio Transcription Video Whisper — Local Video/Audio Transcription Transcribe videos and audio locally on Apple Silicon using $1. Supports YouTube, Bilibili, Xiaohongshu, Douyin, podcasts, and local files. **Runs entirely on-device. No API keys. No cloud. No cost.** Requirements - **Apple Silicon Mac** (M1/M2/M3/M4) - $1 packages: yt-dlp, ffmpeg - Python venv with mlx-whisper Installation Usage CLI - **URL**: YouTube, Bilibili, Xiaohon
Transcribe videos and audio locally on Apple Silicon using MLX Whisper. Supports YouTube, Bilibili, Xiaohongshu, Douyin, podcasts, and local files.
Runs entirely on-device. No API keys. No cloud. No cost.
yt-dlp, ffmpegmlx-whisper# 1. Install system dependencies
brew install yt-dlp ffmpeg
# 2. Create Python venv and install mlx-whisper
python3 -m venv ~/.openclaw/venvs/whisper
~/.openclaw/venvs/whisper/bin/pip install mlx-whisper
bash scripts/transcribe.sh "<URL_or_FILE>" [model]
/path/to/video.mp4, /path/to/audio.wav, etc.mlx-community/whisper-medium-mlxOutput:
/tmp/whisper_output.txt — plain text transcript/tmp/whisper_output.json — JSON with timestamps per segment# YouTube video
bash scripts/transcribe.sh "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
# Bilibili video
bash scripts/transcribe.sh "https://www.bilibili.com/video/BV1xx411c7mD"
# Local file
bash scripts/transcribe.sh ~/Downloads/podcast.mp3
# Use large model for better accuracy
bash scripts/transcribe.sh "https://youtu.be/xxx" mlx-community/whisper-large-v3-mlx
If your mlx-whisper is installed in a non-standard location:
export WHISPER_PYTHON=/path/to/your/venv/bin/python3
bash scripts/transcribe.sh "<URL>"
| Model | Size | Speed (10min video) | Best For |
|-------|------|---------------------|----------|
| mlx-community/whisper-small-mlx | ~460MB | ~20s | Quick drafts, English |
| mlx-community/whisper-medium-mlx | ~1.5GB | ~60-90s | Recommended — good balance |
| mlx-community/whisper-large-v3-mlx | ~3GB | ~90-120s | Best accuracy, multilingual |
First run downloads the model to ~/.cache/huggingface/hub/ (cached for future use).
| Video Length | medium | large-v3 | |-------------|--------|----------| | 5 min | ~30-40s | ~50-60s | | 10 min | ~60-90s | ~90-120s | | 30 min | ~3-4 min | ~5-6 min | | 60 min | ~6-8 min | ~10-12 min |
Drop this skill into your OpenClaw workspace:
cp -r video-whisper ~/.openclaw/workspace/skills/
Then ask your agent: "帮我转录这个视频 https://..."
The agent will run the script, read the output, and summarize or analyze as needed.
medium or large-v3 (small is weak on Chinese)--cookies-from-browser chrome)/tmp/, cleaned up automaticallyMIT
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
api_key
Streaming
No
Data region
global
Protocol support
Requires: openclew, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/snapshot"
curl -s "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/contract"
curl -s "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/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
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
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
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!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"api_key"
],
"requires": [
"openclew",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/ylongwang2782/video-whisper#input",
"outputSchemaRef": "https://github.com/ylongwang2782/video-whisper#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:44:11.083Z",
"sourceUpdatedAt": "2026-02-24T19:44:11.083Z",
"freshnessSeconds": 4430134
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T02:19:45.864Z"
}
},
"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": "youtube",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:youtube|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": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-24T19:44:11.083Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "api_key",
"href": "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:11.083Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/ylongwang2782/video-whisper#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:44:11.083Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Ylongwang2782",
"href": "https://github.com/ylongwang2782/video-whisper",
"sourceUrl": "https://github.com/ylongwang2782/video-whisper",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "1 GitHub stars",
"href": "https://github.com/ylongwang2782/video-whisper",
"sourceUrl": "https://github.com/ylongwang2782/video-whisper",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/ylongwang2782-video-whisper/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 video-whisper and adjacent AI workflows.