Agent skill

Video Production Harness

by gooseworks-ai in gooseworks-ai/goose-skills

Full video production sequence with script review, actual ingredient choices, controlled generation, editing, evidence-based quality review, polish, captions and delivery.

MITAuto-check passedMedia & Creative

Install Video Production Harness

skills CLI
$ npx skills add gooseworks-ai/goose-skills --skill video-production-harness -a claude-code

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

GitHub CLI
$ gh skill install gooseworks-ai/goose-skills video-production-harness --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/gooseworks-ai/goose-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ads/playbooks/video-production-harness .claude/skills/video-production-harness && 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
video-production-harness
GitHub stars
1.2k
Token cost
~545 tokens
SKILL.md length
243 words
Files
27 (incl. scripts, references)
Skills in repo
273
Repo updated
First seen
Licence
MIT

At a glance

Full video production sequence with script review, actual ingredient choices, controlled generation, editing, evidence-based quality review, polish, captions and delivery.

  • Tasks that involve Video production

What it does

Video Production Harness is an agent skill from gooseworks-ai/goose-skills. Full video production sequence with script review, actual ingredient choices, controlled generation, editing, evidence-based quality review, polish, captions and delivery. A host binding supplies project storage, authentic approvals, provider access and billing.

Its SKILL.md is about 550 tokens, which your agent loads only when the skill is triggered. The skill folder holds 27 other files, including scripts and reference files (for example `auto-fix-from-review-notes.md`, `auto-refine.md` and `brainstorm.md`).

It sits in Media & Creative, covering Video production. The repository describes itself as: Library of Growth & GTM skills + data APIs for Claude Code, Codex, Cursor to run ads, social, content, lead gen, seo and data scraping. The licence is MIT.

When your agent uses it

  • Tasks that involve Video production

Example prompts

  • “/video-production-harness”

What it can do on your machine

Read from SKILL.md and the folder at commit c650c6d. 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 1 file in scripts/, which the agent can run.

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

  • Network

    No URLs in SKILL.md.

    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

Video Production Harness loads about 545 tokens when it runs, and up to ~12k if it reads all its reference files. Until then it costs about 72 tokens; SKILL.md has 243 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~545
With references · SKILL.md plus every file in references/, read only if the agent opens them
~12k

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

The full file from gooseworks-ai/goose-skills at commit c650c6d, republished under its MIT licence (© gooseworks-ai). 243 words, ~545 tokens.

Download SKILL.mdSave it as .claude/skills/video-production-harness/SKILL.md (or your agent's skills folder). This skill also uses 26 other files; get the full folder from GitHub.
name
video-production-harness
description
Full video production sequence with script review, actual ingredient choices, controlled generation, editing, evidence-based quality review, polish, captions and delivery. A host binding supplies project storage, authentic approvals, provider access and billing.
owner
team
status
active
version
2.1.0
level
orchestrator
category
video

Human version

Create and revise videos using a sourced brief, inspected assets, intentional voice and coherent visual proof. Review the story, execution and final files at the appropriate stage. Preserve earlier cuts and the decisions needed to resume.


Agent version

This is the full production sequence used by Studio and customer video hosts. The host supplies its connection instructions; the production decisions and detailed steps live here once.

Read capabilities.md, the selected host binding and orchestrator.md before starting. Then read each detailed step when the sequence enters it. A missing capability, approval or dependency blocks that operation; do not invent a tool or substitute a successful status.

Read the editorial review guide before reviewing or revising a cut. It connects stage decisions, exact-version notes, change impact, per-output finishing and editable history to the existing project records.

The sequence accepts a brief with an optional reference. References supply creative direction. New production still requires current script and ingredient approval, controlled spend, inspection of every clip and review of the actual final export.

The portable scripts provide local assembly and technical evidence. Their successful exit does not approve visual quality, spoken copy, captions, product identity or the final creative.

For an existing-footage request, use the selected host's search and actual-frame inspection, freeze the original identity/revision/excerpt/audio in the script and ingredients, and follow the same approval gates. Read the stored-footage contract in capabilities.md before consumption. A selected existing original does not authorize buying a generated replacement.

© gooseworks-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 26 other files (scripts, references) in skills/ads/playbooks/video-production-harness of gooseworks-ai/goose-skills.

  • SKILL.md
  • auto-fix-from-review-notes.md
  • auto-refine.md
  • brainstorm.md
  • capabilities.md
  • create-clips.md
  • create-design-brief.md
  • create-storyboard.md
  • edit-clip.md
  • edit-video.md
  • lock-character.md
  • lock-script.md
  • orchestrator.md
  • polish.md
  • preflight-audit.md
  • promote.md
  • references/editorial-review.md
  • references/hook-compatibility.md
  • references/review-script-shortform.md
  • references/specialist-handoff.md
  • … and 7 more

Open the folder on GitHubat commit c650c6d

Compare with similar skills

Video Production Harness 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.

Video Production Harness compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Video Production Harness this skillgooseworks-ai/goose-skills1.2k—~545Automated safety check: PassMIT
HyperFrames Animationheygen-com/hyperframes60k3 repos~2.1kAutomated safety check: PassApache-2.0
Stitch to Remotion Walkthrough Videosgoogle-labs-code/stitch-skills8.5k6 repos~3.2kAutomated safety check: NotesApache-2.0
Faceless Explainer Videoheygen-com/hyperframes60k3 repos~7.7kAutomated safety check: NotesApache-2.0
Video Understandcalesthio/OpenMontage66k—~841Automated safety check: PassAGPL-3.0
Video ShotcraftVincentwei1021/video-shotcraft11k—~2.6kAutomated safety check: PassApache-2.0

Similar skills

  • HyperFrames Animation

    heygen-com/hyperframes

    Collects motion rules, scene blueprints, transitions and runtime adapters for HyperFrames video compositions, with GSAP as the default animation runtime.

    60k GitHub starsUsed in 3 repos~2.1k tokens
    Media & CreativeAuto-check passed
  • Stitch to Remotion Walkthrough Videos

    google-labs-code/stitch-skills

    Official

    Builds walkthrough videos from Stitch design projects using Remotion, with transitions, zoom effects and text overlays on each screen.

    8.5k GitHub starsUsed in 6 repos~3.2k tokens
    Media & CreativeAuto-check: notes
  • Faceless Explainer Video

    heygen-com/hyperframes

    Turns an article, notes or a topic brief into an explainer video whose visuals are invented per scene, built frame by frame in HyperFrames with no footage.

    60k GitHub starsUsed in 3 repos~7.7k tokens
    Media & CreativeAuto-check: notes
  • Video Understand

    calesthio/OpenMontage

    Understand video content locally using ffmpeg frame extraction and Whisper transcription.

    66k GitHub stars~841 tokensUpdated 7 days ago
    Media & CreativeAuto-check passed
  • Video Shotcraft

    Vincentwei1021/video-shotcraft

    Makes cinematic product videos with Remotion from shot recipe cards, a ready template, real page screenshots, camera moves and sound design, or builds a single animated shot.

    11k GitHub stars~2.6k tokensUpdated 6 days ago
    Media & CreativeAuto-check passed
  • Figma to HyperFrames

    heygen-com/hyperframes

    Imports Figma assets, brand tokens, components and motion into a HyperFrames video composition, using the Figma REST API with a connector or native export for shaders.

    60k GitHub starsUsed in 3 repos~4.5k tokens
    Media & CreativeAuto-check: notes

More from gooseworks-ai/goose-skills

All 273 skills in this repo
  • Reddit Post Finder

    gooseworks-ai/goose-skills

    Scrape and search Reddit posts using Apify. An agent skill from gooseworks-ai/goose-skills.

    1.2k GitHub starsUsed in 1 repo~1.2k tokens
    Auto-check passed
  • Create Image Fal

    gooseworks-ai/goose-skills

    Generate or edit an image via any FAL image model (nano-banana edit, gpt-image, flux, ...), ROUTED THROUGH THE fal-proxy so it bills the Ads agent.

    1.2k GitHub stars~1.3k tokensUpdated today
    Auto-check passed
  • Render Hook Replacement

    gooseworks-ai/goose-skills

    Replace an existing video's opening with a supplied clip or free kinetic text hook while retaining and verifying every original body frame, audio, captions and ending.

    1.2k GitHub stars~2.3k tokensUpdated today
    Auto-check passed
  • Blog Feed Monitor

    gooseworks-ai/goose-skills

    Scrape blog posts via RSS feeds (free, no API key) with Apify fallback for JS-heavy sites.

    1.2k GitHub starsUsed in 1 repo~578 tokens
    Auto-check passed
  • Competitor Post Engagers

    gooseworks-ai/goose-skills

    Find leads by scraping engagers from a competitor's top LinkedIn posts.

    1.2k GitHub starsUsed in 1 repo~1.8k tokens
    Auto-check: notes
  • Render Chatgpt Chat

    gooseworks-ai/goose-skills

    Assemble a ChatGPT chat-reveal video ad from a thread + timeline JSON — one continuous Playwright recording of a ChatGPT mobile chat (user types with the iOS keyboard up → taps send → keyboard…

    1.2k GitHub stars~2.3k tokensUpdated today
    Auto-check passed

Questions about Video Production Harness

What does Video Production Harness do?

Full video production sequence with script review, actual ingredient choices, controlled generation, editing, evidence-based quality review, polish, captions and delivery. Video Production Harness is an agent skill from gooseworks-ai/goose-skills. Full video production sequence with script review, actual ingredient choices, controlled generation, editing, evidence-based quality review, polish, captions and delivery.

When should I use Video Production Harness?

Video Production Harness fits situations like: tasks that involve Video production.

How do I install Video Production Harness in Claude Code?

Run `npx skills add gooseworks-ai/goose-skills --skill video-production-harness -a claude-code`. Or copy the skill folder (skills/ads/playbooks/video-production-harness in gooseworks-ai/goose-skills) into .claude/skills/video-production-harness in your project. Claude Code loads it when a task matches its description.

How do I install Video Production Harness in Codex?

Run `npx skills add gooseworks-ai/goose-skills --skill video-production-harness -a codex`. Or copy the skill folder (skills/ads/playbooks/video-production-harness in gooseworks-ai/goose-skills) into .agents/skills/video-production-harness in your project. Codex loads it when a task matches its description.

Can I use Video Production Harness 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 gooseworks-ai/goose-skills --skill video-production-harness -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/video-production-harness, .gemini/skills/video-production-harness, .github/skills/video-production-harness and .opencode/skills/video-production-harness in your project.

What does Video Production Harness need to run?

SKILL.md names no scripts, command-line tools or credentials: Video Production Harness is instructions for the agent only.

Does Video Production Harness access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Video Production Harness 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 Video Production Harness use?

Video Production Harness is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Video Production Harness use?

About 545 tokens (SKILL.md is roughly 2.2k 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 11k tokens, read only when the agent opens those files.

What are the alternatives to Video Production Harness?

Skills that share tags, products or a category with Video Production Harness: HyperFrames Animation (heygen-com/hyperframes, 60k stars), Stitch to Remotion Walkthrough Videos (google-labs-code/stitch-skills, 8.5k stars), Faceless Explainer Video (heygen-com/hyperframes, 60k stars) and Video Understand (calesthio/OpenMontage, 66k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Video Production Harness?

gooseworks-ai (a GitHub organization) maintains it in gooseworks-ai/goose-skills, which has 1,240 GitHub stars. The repository holds 273 skills in this directory. The repository was last updated on October 8, 2026.

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