About

Imported from sickn33/agentic-awesome-skills (skills/seek-and-analyze-video/SKILL.md). Install upstream with npx skills add sickn33/agentic-awesome-skills --skill seek-and-analyze-video. Copyright stays with the author.

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

Name: seek-and-analyze-video
Author: sickn33

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

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/sickn33-agentic-awesome-skills-seek-and-analyze-video/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

sickn33-agentic-awesome-skills-seek-and-analyze-video.ocm.jsonjson

{
  "ocm": "1",
  "id": "sickn33-agentic-awesome-skills-seek-and-analyze-video",
  "kind": "skill",
  "name": "seek-and-analyze-video",
  "description": "Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence",
  "publisher": "sickn33",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "video",
      "ai",
      "memories",
      "social-media",
      "youtube",
      "tiktok",
      "analysis",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence"
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/sickn33/agentic-awesome-skills",
      "path": "skills/seek-and-analyze-video/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/sickn33/agentic-awesome-skills/blob/HEAD/skills/seek-and-analyze-video/SKILL.md",
      "key": "sickn33/agentic-awesome-skills/skills/seek-and-analyze-video/SKILL.md"
    }
  },
  "instructions": "## When to Use\nUse 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.\n\n# Seek and Analyze Video\n\n## Description\n\nThis 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 ses",
  "cost": {
    "context_tokens": 893
  }
}

Fetch it by URL: GET /api/v1/registry/sickn33-agentic-awesome-skills-seek-and-analyze-video/manifest?version=1.0.0

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