Skill 1.5: Reverse Video Prompt Words

Reverse-engineer a provided video into a business-facing Chinese A3 landscape prompt PDF with extracted frame images, global setting…

Context cost
3.2k tokensestimated from the bundle, loaded when it triggers
Bundle
4 files · 42.3 kB1 script among them — read before you run
Licence
not declarednone named by its author
Last change
—v1.5
Servers it uses
Noneruns standalone

What it does

Reverse-engineer a provided video into a business-facing Chinese A3 landscape prompt PDF with extracted frame images, global setting, timed shots, duration, resolution, stable @subject tags, and copy-ready prompts. Use for 视频提示词反写, 同款视频提示词, or prompt-document/PDF reverse writing; not for viral diagnosis, scoring, ecommerce strategy, or marketing verdicts.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

contentprompt

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md11.8 kB · preview
--- name: video-prompt-rewrite-skill-1-5 metadata: author: allinstudio version: "1.5" base_skill: video-prompt-rewrite-skill-1-0 ---
10# 视频提示词反写 Skill 1.5
11
12## Purpose
13
14Use this skill when the user wants to reverse-engineer a finished video into a generation-ready prompt package, but wants the result delivered as a business-facing PDF document instead of a raw JSON/code block.
15
16The deliverable must be useful to a producer, account manager, prompt writer, or client reviewer. It should explain what to generate, show the extracted visual evidence, and provide copy-ready Chinese prompts for each shot.
17
18Do not use this skill for viral-video breakdown, ecommerce diagnosis, conversion prediction, marketing scoring, product strategy, or general film criticism.
19
20## Evidence Boundary
21
22Base the document only on the provided video, extracted frames, transcript, audio notes, and any context the user explicitly provides.
23
24- Inspect the video before writing whenever tools are available.
25- Extract representative frames across the full duration, including the first frame, last frame, every visible shot change, and any frame needed to confirm product/person/scene details.
26- If OCR, speech, material, brand, product name, identity, dialogue, or exact text cannot be confirmed, mark it as 未知 or -.
27- Do not invent brands, prices, claims, identities, dialogue, materials, or implied commercial results.
28- Preserve exact user constraints, including requested language, format, video platform, model family, aspect ratio, duration, and naming.
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md1,711 words
Files4
Licencenot declared
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈130
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
3,045
on trigger
The instruction body and 3 supporting files, read only when the skill fires.
1.6%
of a 200k window
Ten skills this size would take about 16% of the window before you open a file.
050k100k150k200k context window

3.2k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

4 files, 42.3 kB on disk. Mostly text — the instructions the model reads — with 1 script in it that your client would run only if the instructions tell it to. 1 file of its source is not in the download — listed after these, with why.

  • SKILL.md11.8 kB
  • README.md0.6 kB
  • agents/openai.yaml0.3 kB
  • scripts/build_prompt_pdf.py29.6 kB

Not in the download

Not carried is a type a skill download does not hold. Take it from its source.

  • .gitignorenot carried
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 1 script beside the text, so the download is 4 files — not the whole of its source: 1 file is left out. It is listed under the files, with why.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Skill 1.5: Reverse Video Prompt Words · 3.2k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/skill-1-5-reverse-video-prompt-words/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/skill-1-5-reverse-video-prompt-words" ] && { [ ! -e .claude/skills/skill-1-5-reverse-video-prompt-words ] || { mv .claude/skills/skill-1-5-reverse-video-prompt-words "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/skill-1-5-reverse-video-prompt-words" .claude/skills/ && echo "Installed .claude/skills/skill-1-5-reverse-video-prompt-words"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add wench-wq/skill-1-5-reverse-video-prompt-words

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/skill-1-5-reverse-video-prompt-words/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/skill-1-5-reverse-video-prompt-words/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/skill-1-5-reverse-video-prompt-words" ] && { [ ! -e ~/.claude/skills/skill-1-5-reverse-video-prompt-words ] || { mv ~/.claude/skills/skill-1-5-reverse-video-prompt-words "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/skill-1-5-reverse-video-prompt-words" ~/.claude/skills/ && echo "Installed ~/.claude/skills/skill-1-5-reverse-video-prompt-words" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/skill-1-5-reverse-video-prompt-words/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as video-prompt-rewrite-skill-1-5 in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, skill-1-5-reverse-video-prompt-words. Not in this download: 1 file of its source (which one, and why). Take it from its source.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version1.5
Publishedno release date on file
PriceFree
Referencewench-wq/skill-1-5-reverse-video-prompt-words

Versions

v1.5 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v1.5
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v1.5 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

Reviews

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Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

Who wrote it

WW
Wench-wq

Publishes on mcprush.

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