How long does the integration take?

Change one base URL in an OpenAI-compatible client, or install the Python or TypeScript SDK; the quickstart routes a first request in a few minutes.

Will this lock us into another vendor?

No. The router is Apache-2.0 open source, your provider keys stay yours, and the API is OpenAI-compatible, so leaving is a change of base URL.

What happens when a provider fails?

The router falls back to the next model your policy allows and records the fallback in the trace, so an outage costs a retry, not an incident.

seek-and-analyze-video - Skill

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

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

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

This AAS import is a guide only. The upstream API wrapper, workflow router and reference files are not bundled. Discover an authorized installed integration and its current schemas before using any command names below.

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

If the separately installed upstream integration supplies references such as video_qa.md or social_research.md, inspect those files. Otherwise use current official provider documentation; do not invent missing workflows.

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

Verify current processing limits, pricing, credit allowance and supported sources; no timing or free-tier guarantee is made.
Importing, captioning or indexing sends content or URLs to a third party. Confirm the user authorizes that disclosure, retention and any charge; a public URL does not establish reuse rights.
Persistent memories require deliberate authorization and a verified deletion path; never store meeting participants’ private data by default.
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

Install seek-and-analyze-video and it becomes one more candidate the router can pick - when it fits.

A listing is a routing target with a manifest: what it does, which domains it covers, what it costs and who publishes it. Once installed it sits beside your own models and tools, is scored like any other candidate for each request, and shows up in the trace when it wins. Ratings come from workspaces that installed it, one per account.

{ "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": [ "coding", "marketing" ], "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" }, "tools": [ "claude", "cursor", "gemini" ] }, "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": 1017 } }

seek-and-analyze-video

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