99 lines
3.9 KiB
Markdown
99 lines
3.9 KiB
Markdown
---
|
|
name: seek-and-analyze-video
|
|
description: "Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence"
|
|
category: data-ai
|
|
risk: safe
|
|
source: "https://github.com/kennyzheng-builds/seek-and-analyze-video"
|
|
date_added: "2026-03-09"
|
|
author: kennyzheng-builds
|
|
tags: [video, ai, memories, social-media, youtube, tiktok, analysis]
|
|
tools: [claude, cursor, gemini]
|
|
---
|
|
|
|
## When to Use
|
|
Use this skill when the user wants to search for, import, or analyze video content from TikTok, YouTube, or Instagram, summarize meetings or lectures from recordings, build a searchable knowledge base from video content, or research social media trends and creators.
|
|
|
|
# Seek and Analyze Video
|
|
|
|
## Description
|
|
|
|
This skill enables AI agents to search, import, and analyze video content using Memories.ai's Large Visual Memory Model (LVMM). Unlike one-shot video analysis tools, it provides persistent video intelligence -- videos are indexed once and can be queried repeatedly across sessions. Supports social media import (TikTok, YouTube, Instagram), meeting summarization, knowledge base building, and cross-video Q&A via Memory Augmented Generation (MAG).
|
|
|
|
## Overview
|
|
|
|
The skill wraps 21 API commands into workflow-oriented reference guides that agents load on demand. A routing table in SKILL.md maps user intent to the right workflow automatically.
|
|
|
|
## When to Use This Skill
|
|
|
|
- Use when analyzing or asking questions about a video from a URL
|
|
- Use when searching for videos on TikTok, YouTube, or Instagram by topic, hashtag, or creator
|
|
- Use when summarizing meetings, lectures, or webinars from recordings
|
|
- Use when building a searchable knowledge base from video content and text memories
|
|
- Use when researching social media content trends, influencers, or viral patterns
|
|
- Use when analyzing or describing images with AI vision
|
|
|
|
## How It Works
|
|
|
|
### Step 1: Intent Detection
|
|
|
|
The agent reads the SKILL.md workflow router and matches the user's request to one of 6 intent categories.
|
|
|
|
### Step 2: Reference Loading
|
|
|
|
The agent loads the appropriate reference file (e.g., video_qa.md for video questions, social_research.md for social media research).
|
|
|
|
### Step 3: Workflow Execution
|
|
|
|
The agent follows the step-by-step workflow: upload/import -> wait for processing -> analyze/chat -> present results.
|
|
|
|
## Examples
|
|
|
|
### Example 1: Video Q&A
|
|
|
|
```
|
|
User: "What are the key arguments in this video? https://youtube.com/watch?v=abc123"
|
|
Agent: uploads video -> waits for processing -> uses chat_video to ask questions -> presents structured summary
|
|
```
|
|
|
|
### Example 2: Social Media Research
|
|
|
|
```
|
|
User: "What's trending on TikTok about sustainable fashion?"
|
|
Agent: uses search_public to find trending videos -> imports top results -> analyzes content patterns
|
|
```
|
|
|
|
### Example 3: Meeting Notes
|
|
|
|
```
|
|
User: "Summarize this meeting recording and extract action items"
|
|
Agent: uploads recording -> waits -> gets transcript -> uses chat_video for structured summary with action items
|
|
```
|
|
|
|
## Best Practices
|
|
|
|
- Always wait for video processing to complete before querying
|
|
- Use caption_video for quick analysis (no upload needed)
|
|
- Use chat_video for deep, multi-turn analysis (requires upload)
|
|
- Use search_audio to find specific moments or quotes in a video
|
|
- Use memory_add to store important findings for later retrieval
|
|
|
|
## Common Pitfalls
|
|
|
|
- **Problem:** Querying a video before processing completes
|
|
**Solution:** Always use the `wait` command after upload before any analysis
|
|
|
|
- **Problem:** Uploading a video when only a quick caption is needed
|
|
**Solution:** Use `caption_video` for one-off analysis; only upload for repeated queries
|
|
|
|
## Limitations
|
|
|
|
- Video processing takes 1-5 minutes depending on length
|
|
- Free tier limited to 100 credits
|
|
- Social media import requires public content
|
|
- Audio search only works on processed videos
|
|
|
|
## Related Skills
|
|
|
|
- Video analysis tools for one-shot analysis
|
|
- Web search skills for non-video content research
|