# Send Loom Workflow to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "loom-workflow",
    "name": "Loom Workflow",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/G9Pedro/loom-workflow",
    "canonicalUrl": "https://clawhub.ai/G9Pedro/loom-workflow",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/loom-workflow",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=loom-workflow",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "DESIGN.md",
      "SKILL.md",
      "scripts/analyze-workflow.py",
      "scripts/generate-lobster.py",
      "scripts/smart-extract.py",
      "test-output/video.info.json"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "loom-workflow",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-02T07:01:58.697Z",
      "expiresAt": "2026-05-09T07:01:58.697Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=loom-workflow",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=loom-workflow",
        "contentDisposition": "attachment; filename=\"loom-workflow-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "loom-workflow"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/loom-workflow"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/loom-workflow",
    "downloadUrl": "https://openagent3.xyz/downloads/loom-workflow",
    "agentUrl": "https://openagent3.xyz/skills/loom-workflow/agent",
    "manifestUrl": "https://openagent3.xyz/skills/loom-workflow/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/loom-workflow/agent.md"
  }
}
```
## Documentation

### Loom Workflow Analyzer

Transforms Loom recordings into structured, automatable workflows.

### Quick Start

# Full pipeline - download, extract, transcribe, analyze
{baseDir}/scripts/loom-workflow analyze https://loom.com/share/abc123

# Individual steps
{baseDir}/scripts/loom-workflow download https://loom.com/share/abc123
{baseDir}/scripts/loom-workflow extract ./video.mp4
{baseDir}/scripts/loom-workflow generate ./analysis.json

### Pipeline

Download - Fetches Loom video via yt-dlp
Smart Extract - Captures frames at scene changes + transcript timing
Transcribe - Whisper transcription with word-level timestamps
Analyze - Multimodal AI analysis (requires vision model)
Generate - Creates Lobster workflow with approval gates

### Smart Frame Extraction

Frames are captured when:

Scene changes - Significant visual change (ffmpeg scene detection)
Speech starts - New narration segment begins
Combined - Speech + visual change = high-value moment
Gap fill - Max 10s without a frame

### Analysis Output

The analyzer produces:

workflow-analysis.json - Structured workflow definition
workflow-summary.md - Human-readable summary
*.lobster - Executable Lobster workflow file

### Ambiguity Detection

The analyzer flags:

Unclear mouse movements
Implicit knowledge ("the usual process")
Decision points ("depending on...")
Missing credentials/context
Tool dependencies

### Vision Analysis Step

After extraction, use the generated prompt with a vision model:

# The prompt is at: output/workflow-analysis-prompt.md
# Attach frames from: output/frames/

# Example with Claude:
cat output/workflow-analysis-prompt.md | claude --images output/frames/*.jpg

Save the JSON response to workflow-analysis.json, then:

{baseDir}/scripts/loom-workflow generate ./output/workflow-analysis.json

### Lobster Integration

Generated workflows use:

approve gates for destructive/external actions
llm-task for classification/decision steps
Resume tokens for interrupted workflows
JSON piping between steps

### Requirements

yt-dlp - Video download
ffmpeg - Frame extraction + scene detection
whisper - Audio transcription
Vision-capable LLM for analysis step

### Multilingual Support

Works with any language - Whisper auto-detects and transcribes.
Analysis should be prompted in the video's language for best results.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: G9Pedro
- Version: 1.0.1
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-02T07:01:58.697Z
- Expires at: 2026-05-09T07:01:58.697Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/loom-workflow)
- [Send to Agent page](https://openagent3.xyz/skills/loom-workflow/agent)
- [JSON manifest](https://openagent3.xyz/skills/loom-workflow/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/loom-workflow/agent.md)
- [Download page](https://openagent3.xyz/downloads/loom-workflow)