media-processing SKILL.md skillA

media-processing from vellum-ai/vellum-assistant is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vellum-ai/vellum-assistant/media-processing@git:20260903.5802532

Pins git:20260903.5802532 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vellum-ai/vellum-assistant
Path
assistant/src/config/bundled-skills/media-processing/SKILL.md
Versions recorded
5
Latest version
git:20260903.5802532, committed Sep 3, 2026
First version recorded
Apr 12, 2026
Size
16,612 bytes
Repository stars
1,442
License
MIT

Ingest and process media files (video, audio, image).

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

Ingest and track processing of media files (video, audio, images) through a configurable 3-phase pipeline.

## End-to-End Workflow

The processing pipeline follows a sequential 3-phase flow:

1. **Ingest** (`ingest_media`) - Register a media file, detect MIME type, extract duration, deduplicate by content hash.
2. **Preprocess** (`extract_keyframes`) - Detect dead time, segment the video into windows, extract downscaled keyframes, build a subject registry, and write a pipeline manifest.
3. **Map** (`analyze_keyframes`) - Send each segment's frames to the configured Gemini vision model with assistant-provided extraction instructions and a JSON Schema for guaranteed structured output. Supports concurrency pooling, cost tracking, resumability, and automatic retries.
4. **Reduce / Query** (`query_media`) - Send all map output to Claude for intelligent analysis and Q&A. Supports arbitrary natural language queries about video content.
5. **Clip** (`generate_clip`) - Extract video clips around specific moments.

The processing pipeline service (`services/processing-pipeline.ts`) orchestrates phases 2-4 automatically with retries, resumability, and cancellation support.

## Tools
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vellum-ai/vellum-assistant/media-processing@sha256:aa38b7020be5ef92

The line at the top of this page pins the label git:20260903.5802532, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_7le54o7wqkn32uo6.svg)](https://markdownregistry.com/a/art_7le54o7wqkn32uo6)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Apr 12, 2026 and Sep 3, 2026, about one every 36 days.

versioncommittedcommitsizeaudit
git:20260903.5802532 latest2026-09-03 5802532 16,612 BA view · diff
git:20260804.7350ab82026-08-04 7350ab8 16,560 BA view · diff
git:20260611.2d917b02026-06-11 2d917b0 16,529 BA view · diff
git:20260521.05fbabe2026-05-21 05fbabe 16,505 BA view · diff
git:20260412.1702b802026-04-12 1702b80 15,836 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (16612 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

GitHub

vellum-ai/vellum-assistant · 1,442 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7le54o7wqkn32uo6
GET https://markdownregistry.com/api/v1/resolve?ref=vellum-ai/vellum-assistant/media-processing
GET https://markdownregistry.com/api/v1/blob/aa38b7020be5ef92cd4f065b9d30a135947cd800bb09884b3fdc3323a49c8ac8

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.

More from vellum-ai/vellum-assistant

add-mcp-integration SKILL.md skill
vellum-ai/vellum-assistant · .claude/skills/add-mcp-integration/SKILL.md · Add a vendor's remote MCP server to the bundled integrations catalog (plugins/mcp-catalog/<name>/ +…
git:20260924.494829c · audit A · 1,442 stars
cli-testing SKILL.md skill
vellum-ai/vellum-assistant · .claude/skills/cli-testing/SKILL.md · Manually test a running Vellum assistant end-to-end purely from the CLI — no desktop app or web UI. Hatch an instance…
git:20260608.6985b64 · audit A · 1,442 stars
release SKILL.md skill
vellum-ai/vellum-assistant · .claude/skills/release/SKILL.md · Cut a new release: create the release branch (staging bake), then dispatch the production Release run on that branch.
git:20261001.80120c7 · audit A · 1,442 stars
update SKILL.md skill
vellum-ai/vellum-assistant · .claude/skills/update/SKILL.md · Restart the Vellum assistant and gateway services. Smart branch handling: pulls from main by default, restarts in-place…
git:20260616.1d51808 · audit A · 1,442 stars
e2e SKILL.md skill
vellum-ai/vellum-assistant · .claude/skills/vellum-skills/e2e/SKILL.md · Run end-to-end tests via the CI workflow.
git:20260317.23378c6 · audit A · 1,442 stars
vellum-boundary-guard SKILL.md skill
vellum-ai/vellum-assistant · .cursor/skills/vellum-boundary-guard/SKILL.md · Check Vellum Assistant architecture and package boundaries. Use when editing imports, moving code, adding endpoints…
git:20260521.b4bdd7a · audit A · 1,442 stars
vellum-change-review SKILL.md skill
vellum-ai/vellum-assistant · .cursor/skills/vellum-change-review/SKILL.md · Review Vellum Assistant code changes for correctness, repo-specific quality rules, security risks, and missing…
git:20260521.b4bdd7a · audit A · 1,442 stars
vellum-feature-flag-rollout SKILL.md skill
vellum-ai/vellum-assistant · .cursor/skills/vellum-feature-flag-rollout/SKILL.md · Guide Vellum Assistant feature flag changes and rollout hygiene. Use when adding, editing, reviewing, or documenting…
git:20260612.4834458 · audit A · 1,442 stars
vellum-migration-checklist SKILL.md skill
vellum-ai/vellum-assistant · .cursor/skills/vellum-migration-checklist/SKILL.md · Validate Vellum Assistant database and workspace migrations. Use when adding, editing, reviewing, or testing…
git:20260702.d65ff55 · audit A · 1,442 stars
vellum-pr-readiness SKILL.md skill
vellum-ai/vellum-assistant · .cursor/skills/vellum-pr-readiness/SKILL.md · Prepare Vellum Assistant branches for review by checking git hygiene, PR scope, tests, docs, migrations, Linear…
git:20260521.b4bdd7a · audit A · 1,442 stars
vellum-skill-authoring SKILL.md skill
vellum-ai/vellum-assistant · .cursor/skills/vellum-skill-authoring/SKILL.md · Author and review first-party Vellum skills in the repository. Use when editing files under skills/, assistant bundled…
git:20260521.b4bdd7a · audit A · 1,442 stars
vellum-test-selection SKILL.md skill
vellum-ai/vellum-assistant · .cursor/skills/vellum-test-selection/SKILL.md · Select focused verification commands for Vellum Assistant changes. Use when deciding what tests, typechecks, lints, or…
git:20260702.d65ff55 · audit A · 1,442 stars

Every file in vellum-ai/vellum-assistant

Other files named media-processing

media-processing SKILL.md skill
nicepkg/ai-workflow · workflows/video-creator-workflow/.claude/skills/media-processing/SKILL.md · Video/audio/image processing with FFmpeg and ImageMagick. Tools: FFmpeg (video/audio), ImageMagick (images)…
git:20260118.be84779 · audit A · 288 stars
media-processing SKILL.md skill
metaspartan/cybara · plugins/media-workflows/skills/media-processing/SKILL.md · Inspect, convert, compress, segment, and validate audio and video files with FFmpeg and FFprobe.
git:20260718.df4aba6 · audit A · 32 stars
media-processing SKILL.md skill
vodailocz/kilo-kit-mcp · skills/ai-media/media-processing/SKILL.md · Process multimedia files with FFmpeg (video/audio encoding, conversion, streaming, filtering, hardware acceleration)…
git:20260502.38d5305 · audit A · 28 stars
media-processing SKILL.md skill
tamnguyendinh/anvien · internal/aicontext/skills/media-processing/SKILL.md · Use when the user asks to process media files.
git:20260604.bd0c625 · audit A · 11 stars

Browse by kind, by grade A, or by owner.