watch-skill SKILL.md skillA
watch-skill from jzkk720/cubecloud-skills-bundle-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jzkk720/cubecloud-skills-bundle-kit/watch-skill@git:20260922.839addePins git:20260922.839adde in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jzkk720/cubecloud-skills-bundle-kit
- Path
upstream/watch-skill/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260922.839adde, committed Sep 22, 2026
- Size
- 1,957 bytes
- Repository stars
- 4
- License
- a license file GitHub does not identify
Video intelligence skill — watch, remember, and verify video content. Use when analyzing video files, extracting frames, searching video moments, transcribing audio, detecting objects or scenes, or building video-aware agent workflows. MCP server via `watch-skill serve`.
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
# Watch Skill Video intelligence for AI agents — watch video content, extract meaningful moments, remember what was seen, and verify claims against visual evidence. ## When to use - Analyzing video files for content, objects, or scenes - Extracting key frames or moments from video - Transcribing speech from video audio - Searching for specific moments across video libraries - Building video-aware agent workflows (monitoring, review, verification) - Verifying claims against video evidence ## Core capabilities ### Watch (ingest) - Load video from local files, URLs, or streams - Extract frames at specified intervals or on scene changes - Capture metadata (duration, resolution, codec, fps) ### Remember (index) - Build searchable indexes of video moments - Store frame embeddings for semantic search - Track timestamps and scene boundaries ### Verify (query) - Search for specific objects, people, or scenes - Compare frames across videos - Validate claims against visual evidence - Generate timestamped evidence clips ## MCP integration Start the MCP server: ```bash watch-skill serve # stdio transport (default) watch-skill serve --http # Streamable HTTP on port 8747 ``` …
Read the whole file at its exact version.
How to install
mdr add jzkk720/cubecloud-skills-bundle-kit/watch-skill@sha256:1fe02eee75f890fdThe line at the top of this page pins the label git:20260922.839adde, 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_l3ifbcqjbdhoyxtg)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 22, 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 (1957 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
jzkk720/cubecloud-skills-bundle-kit · 4 stars · license a license file GitHub does not identify · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_l3ifbcqjbdhoyxtg GET https://markdownregistry.com/api/v1/resolve?ref=jzkk720/cubecloud-skills-bundle-kit/watch-skill GET https://markdownregistry.com/api/v1/blob/1fe02eee75f890fd9301e3ae9fac02e4083aaad32d206cd1bae0a2aa68638023
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.