Agentic video understanding SKILL.md skillA
Agentic video understanding from ericosiu/ai-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ericosiu/ai-marketing-skills/Agentic video understanding@git:20260902.665c904Pins git:20260902.665c904 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ericosiu/ai-marketing-skills
- Path
agentic-video-understanding/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260902.665c904, committed Sep 2, 2026
- Size
- 3,966 bytes
- Repository stars
- 3,676
- License
- MIT
Use when an agent must extract moments, quotes, objections, hooks, or evidence from long video or audio cheaper than full-frame ingest — sales calls, podcasts, YouTube episodes, Loom trials, discovery recordings. Goal-directed watch via Gemini agentic video understanding (frames, audio, or transcript). Not for cutting, overlays, rendering, scheduling, or publishing.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Agentic video understanding Hireable understanding layer. The model takes a goal and decides what to watch, at what speed, and through which modality (frames, audio, transcript), fetching only the moments needed. Vendor claims: up to ~66% lower cost and ~88% fewer tokens vs static fixed-FPS ingest, with higher accuracy. ## What this is / is not **Is:** goal → watch only what you need → timestamps + quotes + confidence. **Is not:** a video editor. Do not cut, overlay, caption-burn, render, schedule, post, email, or write CRM from this skill. Hand cuts to Overlap, FFmpeg, or `net-new-video-editor`. Approvals stay with the calling lane. ## When to use - Pre-call / sales-call mining: buyer objection, next step, competitive mention - Shortform scoring: find a 3-second standalone hook and in/out points - Longform / X research: named-person + contrast moments in podcast or YouTube tape - Talent review: bar evidence in a Loom or trial recording - Client audit: every mention of a keyword across a discovery recording Skip when the job is already a clean transcript and you only need text search. ## Inputs | Field | Required | Notes | |-------|----------|-------| …
Read the whole file at its exact version.
How to install
mdr add ericosiu/ai-marketing-skills/Agentic video understanding@sha256:f6355a9919bd3603The line at the top of this page pins the label git:20260902.665c904, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_tq4j4ngvturs6rk6)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 2, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3966 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
ericosiu/ai-marketing-skills · 3,676 stars · license MIT · pushed 2026-09-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tq4j4ngvturs6rk6 GET https://markdownregistry.com/api/v1/resolve?ref=ericosiu/ai-marketing-skills/Agentic video understanding GET https://markdownregistry.com/api/v1/blob/f6355a9919bd360301210dca70d8e2c661bab1a6bdc747b53ab4af71b0301efb
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.