Agent skill

Seek And Analyze Video

by sickn33 in sickn33/agentic-awesome-skills

Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence

MITAuto-check passed

Install Seek And Analyze Video

skills CLI
$ npx skills add sickn33/agentic-awesome-skills --skill seek-and-analyze-video -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install sickn33/agentic-awesome-skills seek-and-analyze-video --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/seek-and-analyze-video .claude/skills/seek-and-analyze-video && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
seek-and-analyze-video
GitHub stars
47k
Used in
2 other repos
Token cost
~997 tokens
SKILL.md length
421 words
Files
1
Skills in repo
1,497
Repo updated
First seen
Licence
MIT

At a glance

Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence

  • Works in 3 steps: Intent Detection → Reference Loading → Workflow Execution
  • SKILL.md covers When to Use, Description, Overview and When to Use This Skill, plus 6 more sections
  • Reaches youtube.com

What it does

Seek And Analyze Video is an agent skill from sickn33/agentic-awesome-skills. Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence

Its SKILL.md is about 1000 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It works with Instagram, TikTok and YouTube. The repository describes itself as: AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes… The licence is MIT.

Example prompts

  • “/seek-and-analyze-video”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Intent Detection
  2. Reference Loading
  3. Workflow Execution

What it can do on your machine

Read from SKILL.md and the folder at commit b84d35a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • youtube.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Seek And Analyze Video loads about 997 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 421 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~33
When it runs · the whole SKILL.md, loaded when a task matches
~997

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from sickn33/agentic-awesome-skills at commit b84d35a, republished under its MIT licence (© sickn33). 421 words, ~997 tokens.

Download SKILL.mdSave it as .claude/skills/seek-and-analyze-video/SKILL.md (or your agent's skills folder).
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).

Show full SKILL.md (163 more words)Show less
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
  • Video analysis tools for one-shot analysis
  • Web search skills for non-video content research

© sickn33, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/seek-and-analyze-video of sickn33/agentic-awesome-skills.

Open the folder on GitHubat commit b84d35a

Used in 2 other repositories

We found 11 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in sickn33/agentic-awesome-skills, which our catalogue first saw on October 9, 2026.

Compare with similar skills

Seek And Analyze Video next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Seek And Analyze Video compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Seek And Analyze Video this skillsickn33/agentic-awesome-skills47k2 repos~997Automated safety check: PassMIT
Postizgitroomhq/postiz-agent5082 repos~7.9kAutomated safety check: PassAGPL-3.0
Google Maps ScraperMahanaicoach/google-maps-scraper-kit1.3k—~2.8kAutomated safety check: PassMIT
Ffmpeg Skillkajisho5/ffmpeg-skill1.9k—~7.4kAutomated safety check: PassMIT
Youtube FetcherJimmySadek/youtube-fetcher-to-markdown485—~3.1kAutomated safety check: PassMIT
Influencer Discoverytigerless-labs/influencer-discovery212—~2.5kAutomated safety check: NotesNone

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Questions about Seek And Analyze Video

What does Seek And Analyze Video do?

Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence. Seek And Analyze Video is an agent skill from sickn33/agentic-awesome-skills.

How do I install Seek And Analyze Video in Claude Code?

Run `npx skills add sickn33/agentic-awesome-skills --skill seek-and-analyze-video -a claude-code`. Or copy the skill folder (skills/seek-and-analyze-video in sickn33/agentic-awesome-skills) into .claude/skills/seek-and-analyze-video in your project. Claude Code loads it when a task matches its description.

How do I install Seek And Analyze Video in Codex?

Run `npx skills add sickn33/agentic-awesome-skills --skill seek-and-analyze-video -a codex`. Or copy the skill folder (skills/seek-and-analyze-video in sickn33/agentic-awesome-skills) into .agents/skills/seek-and-analyze-video in your project. Codex loads it when a task matches its description.

Can I use Seek And Analyze Video in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sickn33/agentic-awesome-skills --skill seek-and-analyze-video -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/seek-and-analyze-video, .gemini/skills/seek-and-analyze-video, .github/skills/seek-and-analyze-video and .opencode/skills/seek-and-analyze-video in your project.

What does Seek And Analyze Video need to run?

SKILL.md names no scripts, command-line tools or credentials: Seek And Analyze Video is instructions for the agent only.

Does Seek And Analyze Video access the network?

SKILL.md names 1 domain. In commands or code: youtube.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Seek And Analyze Video safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Seek And Analyze Video use?

Seek And Analyze Video is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Seek And Analyze Video use?

About 997 tokens (SKILL.md is roughly 4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Seek And Analyze Video?

Skills that share tags, products or a category with Seek And Analyze Video: Postiz (gitroomhq/postiz-agent, 508 stars), Google Maps Scraper (Mahanaicoach/google-maps-scraper-kit, 1.3k stars), Ffmpeg Skill (kajisho5/ffmpeg-skill, 1.9k stars) and Youtube Fetcher (JimmySadek/youtube-fetcher-to-markdown, 485 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Seek And Analyze Video?

sickn33 (a GitHub user) maintains it in sickn33/agentic-awesome-skills, which has 47,405 GitHub stars. The repository holds 1,497 skills in this directory. The repository was last updated on October 9, 2026.

Source: sickn33/agentic-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.