Agent skill

Reference Video Replica Qc

by Pluviobyte in Pluviobyte/video-production-skills

Analyze, recreate, align, and verify reference-video motion.

No licenceAuto-check passedMedia & Creative

Install Reference Video Replica Qc

skills CLI
$ npx skills add Pluviobyte/video-production-skills --skill reference-video-replica-qc -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Pluviobyte/video-production-skills reference-video-replica-qc --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Pluviobyte/video-production-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/reference-video-replica-qc .claude/skills/reference-video-replica-qc && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
reference-video-replica-qc
GitHub stars
671
Token cost
~1.8k tokens
SKILL.md length
714 words
Files
13 (incl. scripts, references, assets)
Skills in repo
4
Repo updated
First seen
Licence
None found

At a glance

Analyze, recreate, align, and verify reference-video motion.

  • Works in 8 steps: Declare The Contract → Lock The Timebase → Choose The Architecture → …
  • The user asks to recreate
  • SKILL.md covers Role, Canonical Showcase, Operating Modes and Workflow, plus 2 more sections
  • Runs Python and JavaScript scripts from its folder; calls python3, node and npx

What it does

Reference Video Replica Qc is an agent skill from Pluviobyte/video-production-skills. Analyze, recreate, align, and verify reference-video motion. Use when the user asks to recreate, copy, match, align, pixel-align, or compare a video; when a HyperFrames or Remotion remake is judged not aligned; when fixed reference playback and reusable motion components must be separated; or when delivery needs full-frame runtime, render, decode, boundary, timing, and archive evidence instead of sampled screenshots alone.

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 17 other files, including scripts, reference files and assets (for example `agents/openai.yaml`, `references/alignment-workflow.md` and `references/presenton-lessons.md`).

It sits in Media & Creative, covering Video production and Motion graphics. It works with HeyGen and Remotion. The repository describes itself as: Reusable AI video production skills library for creation, recreation, motion design, openers, and QA.

When your agent uses it

  • The user asks to recreate
  • Compare a video
  • Remotion remake is judged not aligned
  • Fixed reference playback and reusable motion components must be separated

Example prompts

  • “/reference-video-replica-qc”

Requirements

  • Python 3
  • Node.js

Workflow steps

8 steps, taken from the step headings in SKILL.md.

  1. Declare The Contract
  2. Lock The Timebase
  3. Choose The Architecture
  4. Analyze And Repair
  5. Pass Three Evidence Gates
  6. Extend And Join
  7. Capture Components
  8. Decide

What it can do on your machine

Read from SKILL.md and the folder at commit e19f1f3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 7 files in scripts/ (Python and JavaScript), which the agent can run.

    Shell commands in SKILL.md call:

    • python3
    • node
    • npx

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Reference Video Replica Qc loads about 1.8k tokens when it runs, and up to ~4.3k if it reads all its reference files. Until then it costs about 113 tokens; SKILL.md has 714 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~113
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 714 words (~1,772 tokens).

“Turn reference-video recreation into a red/green evidence loop and, when useful, capture the aligned motion as reusable HyperFrames or Remotion components.”

— opening of SKILL.md by Pluviobyte
name
reference-video-replica-qc

Read the full SKILL.md on GitHub

Files

SKILL.md and 12 other files (scripts, references, assets) in reference-video-replica-qc of Pluviobyte/video-production-skills.

  • SKILL.md
  • agents/openai.yaml
  • assets/showcases/presenton-replica-pixel-aligned-bitexact.mp4
  • references/alignment-workflow.md
  • references/presenton-lessons.md
  • references/replica-levels.md
  • scripts/build_frame_sprite_rows.py
  • scripts/compare_videos.py
  • scripts/extract_frame_range.py
  • scripts/extract_halfsec_frames.py
  • scripts/verify_frame_sequence.py
  • scripts/verify_frame_sprite_rows.py
  • scripts/verify_timeline_playback.cjs

Open the folder on GitHubat commit e19f1f3

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders. This page covers the copy in Pluviobyte/video-production-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Reference Video Replica Qc next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Reference Video Replica Qc compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Reference Video Replica Qc this skillPluviobyte/video-production-skills671—~1.8kAutomated safety check: PassNone
HyperFrames Video Entry Pointheygen-com/hyperframes60k3 repos~5.2kAutomated safety check: PassApache-2.0
Remotion to HyperFrames Porterheygen-com/hyperframes60k3 repos~2.8kAutomated safety check: PassApache-2.0
Remotion To Hyperframeschmonitor/chmonitor3001 repos~2.5kAutomated safety check: PassGPL-3.0
Super Video MakerBomx/super-video-maker-skill310—~11kAutomated safety check: NotesNone
Remotion Ad Videoleosssvip-dot/remotion-ad-video-skill111—~6.3kAutomated safety check: PassMIT

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  • HyperFrames Video Entry Point

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  • AI Motion Director

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Works with

Questions about Reference Video Replica Qc

What does Reference Video Replica Qc do?

Analyze, recreate, align, and verify reference-video motion. Reference Video Replica Qc is an agent skill from Pluviobyte/video-production-skills. Analyze, recreate, align, and verify reference-video motion.

When should I use Reference Video Replica Qc?

Reference Video Replica Qc fits situations like: the user asks to recreate; compare a video; remotion remake is judged not aligned; fixed reference playback and reusable motion components must be separated.

How do I install Reference Video Replica Qc in Claude Code?

Run `npx skills add Pluviobyte/video-production-skills --skill reference-video-replica-qc -a claude-code`. Or copy the skill folder (reference-video-replica-qc in Pluviobyte/video-production-skills) into .claude/skills/reference-video-replica-qc in your project. Claude Code loads it when a task matches its description.

How do I install Reference Video Replica Qc in Codex?

Run `npx skills add Pluviobyte/video-production-skills --skill reference-video-replica-qc -a codex`. Or copy the skill folder (reference-video-replica-qc in Pluviobyte/video-production-skills) into .agents/skills/reference-video-replica-qc in your project. Codex loads it when a task matches its description.

Can I use Reference Video Replica Qc in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Pluviobyte/video-production-skills --skill reference-video-replica-qc -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/reference-video-replica-qc, .gemini/skills/reference-video-replica-qc, .github/skills/reference-video-replica-qc and .opencode/skills/reference-video-replica-qc in your project.

What does Reference Video Replica Qc need to run?

Going by SKILL.md and its folder, Reference Video Replica Qc needs Python and JavaScript for the scripts in its folder and the command-line tools its instructions call (python3, node and npx). Our summary lists: Python 3; Node.js.

Does Reference Video Replica Qc access the network?

SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Reference Video Replica Qc safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Reference Video Replica Qc use?

No licence was found for Reference Video Replica Qc or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Reference Video Replica Qc use?

About 1.8k tokens (SKILL.md is roughly 7.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.5k tokens, read only when the agent opens those files.

What are the alternatives to Reference Video Replica Qc?

Skills that share tags, products or a category with Reference Video Replica Qc: HyperFrames Video Entry Point (heygen-com/hyperframes, 60k stars), Remotion to HyperFrames Porter (heygen-com/hyperframes, 60k stars), Remotion To Hyperframes (chmonitor/chmonitor, 300 stars) and Super Video Maker (Bomx/super-video-maker-skill, 310 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Reference Video Replica Qc?

Pluviobyte (a GitHub user) maintains it in Pluviobyte/video-production-skills, which has 671 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on July 14, 2026.

Source: Pluviobyte/video-production-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.