Agent skill

Commercial Media Production

by fal-ai-community in fal-ai-community/skills

Plans and runs commercial image and video production with the genmedia CLI: product shots, ads, e-commerce batches, product reveals and background replacement.

No licenceAuto-check passedMedia & Creative

Install Commercial Media Production

skills CLI
$ npx skills add fal-ai-community/skills --skill commercial -a claude-code

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

GitHub CLI
$ gh skill install fal-ai-community/skills commercial --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/fal-ai-community/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/commercial .claude/skills/commercial && 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
commercial
GitHub stars
251
Token cost
~1.5k tokens
SKILL.md length
602 words
Files
4 (incl. references)
Skills in repo
16
Repo updated
First seen
Licence
None found

At a glance

Plans and runs commercial image and video production with the genmedia CLI: product shots, ads, e-commerce batches, product reveals and background replacement.

  • Works in 6 steps: Start from routed endpoint IDs. → Inspect the selected endpoint before… → Upload every local or remote reference… → …
  • Producing product photography or hero shots from an existing packshot
  • SKILL.md covers Inputs to collect, Genmedia workflow, Prompt build order and Model routing, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

The agent first collects only what it cannot infer: the exact product and its materials, the goal such as hero shot or motion reveal, the target format, the brand tone, source media like packshots and logos, and constraints such as preserving packaging or avoiding invented labels. It loads the model-routing skill for default endpoint choices unless you name a model.

The genmedia workflow starts from routed endpoint IDs, uses text search only to find missing utilities, inspects each endpoint's schema and pricing, uploads every reference file, runs still images synchronously and video jobs asynchronously, then downloads results from status. Three reference files cover prompt patterns, workflows and examples. Output must stay production-focused, with no inflated claims, invented readable text in images or em dashes.

When your agent uses it

  • Producing product photography or hero shots from an existing packshot
  • Replacing the background of product images for an e-commerce batch
  • Creating a short product reveal or lifestyle commercial video
  • Preparing square, vertical and banner versions of an ad

Example prompts

  • “Generate a hero shot of this ceramic mug on a marble counter using ./mug-packshot.png.”
  • “Replace the background on these twelve product images with a clean white studio sweep.”
  • “Make a five-second product reveal video from the uploaded hero frame.”
  • “Check the price of the selected endpoint before running the whole batch.”

Requirements

  • The `genmedia` CLI with access to model endpoints
  • The model-routing skill loaded alongside for default endpoints

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Start from routed endpoint IDs.
  2. Inspect the selected endpoint before running.
  3. Upload every local or remote reference file.
  4. Run still-image jobs synchronously when they are quick.
  5. Run video jobs async and download from status.
  6. Use schema fields exactly. Do not pass guessed flags. If the model uses

What it can do on your machine

Read from SKILL.md and the folder at commit 9ca8504. 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

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).

    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

Commercial Media Production loads about 1.5k tokens when it runs, and up to ~3.2k if it reads all its reference files. Until then it costs about 61 tokens; SKILL.md has 602 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~61
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~3.2k

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); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 602 words (~1,526 tokens).

“Use this skill when the user wants advertising, product, brand, or e-commerce media. Load the reference files when you need prompt patterns or category examples:”

— opening of SKILL.md by fal-ai-community
name
commercial

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (references) in skills/commercial of fal-ai-community/skills.

  • SKILL.md
  • references/examples.md
  • references/prompt-patterns.md
  • references/workflows.md

Open the folder on GitHubat commit 9ca8504

Compare with similar skills

Commercial Media Production 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.

Commercial Media Production compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Commercial Media Production this skillfal-ai-community/skills251—~1.5kAutomated safety check: PassNone
Fal Kling O3nexu-io/open-design100k—~275Automated safety check: PassApache-2.0
Forge Media Route Layer0x0funky/agent-sprite-forge4.4k—~2.2kAutomated safety check: PassMIT
Ecom ShotMagicCube/agentara516—~1.5kAutomated safety check: PassNone
Fal AI Mediaaffaan-m/ECC277k4 repos~1.9kAutomated safety check: PassMIT
Fal AI Mediaaffaan-m/ECC277k2 repos~1.2kAutomated safety check: PassMIT

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Works with

Questions about Commercial Media Production

What does Commercial Media Production do?

Plans and runs commercial image and video production with the genmedia CLI: product shots, ads, e-commerce batches, product reveals and background replacement. The agent first collects only what it cannot infer: the exact product and its materials, the goal such as hero shot or motion reveal, the target format, the brand tone, source media like packshots and logos, and constraints such as preserving packaging or avoiding invented labels. It loads the model-routing skill for default endpoint choices unless you name a model.

When should I use Commercial Media Production?

Commercial Media Production fits situations like: producing product photography or hero shots from an existing packshot; replacing the background of product images for an e-commerce batch; creating a short product reveal or lifestyle commercial video; preparing square, vertical and banner versions of an ad.

How do I install Commercial Media Production in Claude Code?

Run `npx skills add fal-ai-community/skills --skill commercial -a claude-code`. Or copy the skill folder (skills/commercial in fal-ai-community/skills) into .claude/skills/commercial in your project. Claude Code loads it when a task matches its description.

How do I install Commercial Media Production in Codex?

Run `npx skills add fal-ai-community/skills --skill commercial -a codex`. Or copy the skill folder (skills/commercial in fal-ai-community/skills) into .agents/skills/commercial in your project. Codex loads it when a task matches its description.

Can I use Commercial Media Production 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 fal-ai-community/skills --skill commercial -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/commercial, .gemini/skills/commercial, .github/skills/commercial and .opencode/skills/commercial in your project.

What does Commercial Media Production need to run?

SKILL.md names no scripts, command-line tools or credentials: Commercial Media Production is instructions for the agent only. Our summary lists: The `genmedia` CLI with access to model endpoints; The model-routing skill loaded alongside for default endpoints.

Does Commercial Media Production 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 Commercial Media Production 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. Review the folder before installing.

What licence does Commercial Media Production use?

No licence was found for Commercial Media Production or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Commercial Media Production use?

About 1.5k tokens (SKILL.md is roughly 6.1k 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 1.6k tokens, read only when the agent opens those files.

What are the alternatives to Commercial Media Production?

Skills that share tags, products or a category with Commercial Media Production: Fal Kling O3 (nexu-io/open-design, 100k stars), Forge Media Route Layer (0x0funky/agent-sprite-forge, 4.4k stars), Ecom Shot (MagicCube/agentara, 516 stars) and Fal AI Media (affaan-m/ECC, 277k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Commercial Media Production?

fal-ai-community (a GitHub organization) maintains it in fal-ai-community/skills, which has 251 GitHub stars. The repository holds 16 skills in this directory. The repository was last updated on September 29, 2026.

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