ad-reference-breakdown SKILL.md skillA
ad-reference-breakdown from hojiahao/cineloom is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hojiahao/cineloom/ad-reference-breakdown@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hojiahao/cineloom
- Path
.agents/skills/ad-reference-breakdown/SKILL.md- Versions recorded
- 4
- Latest version
- v0.1.0, committed Oct 17, 2026
- First version recorded
- Sep 21, 2026
- Size
- 2,667 bytes
- Repository stars
- 8
- License
- a license file GitHub does not identify
Break a reference advertisement video into shots and describe each one (framing, camera move, subject, on-screen text, pacing) so it can be rebuilt with a different product, character, or scene. Use when the user uploads or links a reference ad and asks to 拉片, replicate, remix, or "make one like this", or when a storyboard must follow an existing video's rhythm.
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
# Ad reference breakdown (拉片) Turn a reference video into an editable shot list. Cutting is done with ffmpeg and viewing with the local vision model, so an unreleased or licensed reference never leaves the machine. ## Workflow 1. Cut the video into shots and export one keyframe per shot: ```bash cinefoundry shots reference.mp4 --out projects/<id>/breakdown --threshold 0.30 ``` This writes `shots.json` (index, start, end, duration, keyframe path) and `shot_XXX.jpg`. Lower `--threshold` when soft dissolves are missed; raise it when flashes or fast motion cause false cuts. Shots shorter than `--min-shot` seconds merge into the previous one. 2. Describe each keyframe with the local StepFun vision model (`cinefoundry qa` uses the same endpoint). Send keyframes in batches of at most 12, in order, and ask for the fields in the output format. Ask for what is visible; do not let the model guess brand names it cannot read. 3. Derive pacing from `shots.json`, not from the model: average shot length, the longest and shortest shot, and where the product first appears. 4. Map every shot to a storyboard slot. Keep duration, framing, and camera move; replace …
Read the whole file at its exact version.
How to install
mdr add hojiahao/cineloom/ad-reference-breakdown@sha256:8a830d69d9815699The line at the top of this page pins the label v0.1.0, 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_pjmsfjipdrzfyhr7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Sep 21, 2026 and Oct 17, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.1.0 latest | 2026-10-17 | 9f7200f | 2,667 B | A | view · diff |
| v0.1.0 | 2026-10-17 | cce7e33 | 2,646 B | A | view · diff |
| v0.1.0 | 2026-10-17 | fc6d100 | 2,646 B | A | view · diff |
| v0.1.0 | 2026-09-21 | d199e79 | 2,637 B | A | view |
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 (2667 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
hojiahao/cineloom · 8 stars · license a license file GitHub does not identify · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pjmsfjipdrzfyhr7 GET https://markdownregistry.com/api/v1/resolve?ref=hojiahao/cineloom/ad-reference-breakdown GET https://markdownregistry.com/api/v1/blob/8a830d69d98156997a640e3a3365d2cef4351ab19617c56436b998235fdc96a5
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.