video-deep-understanding SKILL.md skillA
video-deep-understanding from valtterimelkko/agent-workflow-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add valtterimelkko/agent-workflow-skills/video-deep-understanding@git:20260611.919d9c9Pins git:20260611.919d9c9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- valtterimelkko/agent-workflow-skills
- Path
skills/video-deep-understanding/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260611.919d9c9, committed Jun 11, 2026
- Size
- 5,562 bytes
- Repository stars
- 2
- License
- MIT
Deeply understand any video by extracting transcript evidence and visual evidence from a URL or local file. Use whenever the user pastes a video link or local video and wants analysis, summary, transcription, UI inspection, timestamped answers, comparison against local code/docs, or wants 'the part where they talk about X'. Make sure to use this skill for product demos, tutorials, screen recordings, and walkthrough videos even when the user does not explicitly ask for a transcript.
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
# Video Deep Understanding This skill gives the agent a video input. It can: - download a remote video or use a local file - pull native captions when available - fall back to OpenAI transcription when needed - extract frames for visual inspection - search the transcript for named concepts before burning image tokens - reuse a cached local copy of a previously downloaded URL on follow-up runs ## Progressive disclosure Read these only when needed: - `references/quickstart.md` — default workflow and key flags - `references/troubleshooting.md` — sharp edges, failure interpretation, and when to inspect scripts Do **not** read bundled scripts by default. Inspect them only if setup/download/transcription fails repeatedly, output looks suspicious, or the user asks about internals. ## Step 0 — silent preflight On macOS/Linux use `python3`. On Windows use `python` instead. Run: ```bash python3 scripts/setup.py --check ``` If it exits 0, say nothing and continue. If it exits non-zero: - `2` → missing binaries; run `python3 scripts/setup.py` - `3` → missing OpenAI key; run installer and ask the user for the key if they want transcription fallback …
Read the whole file at its exact version.
How to install
mdr add valtterimelkko/agent-workflow-skills/video-deep-understanding@sha256:9057467ff6df8303The line at the top of this page pins the label git:20260611.919d9c9, 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_x22oap4fqpd4f46m)
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Versions
The registry has recorded 1 version of this file, committed on Jun 11, 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 (5562 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
valtterimelkko/agent-workflow-skills · 2 stars · license MIT · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_x22oap4fqpd4f46m GET https://markdownregistry.com/api/v1/resolve?ref=valtterimelkko/agent-workflow-skills/video-deep-understanding GET https://markdownregistry.com/api/v1/blob/9057467ff6df8303d4e3f7e12575ce908faa1091827a3f303f3b602187e5759d
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.