muapi-multi-angle-shots

muapi-multi-angle-shots is a skill for Claude Code, Codex from SamurAIGPT/Generative-Media-Skills. It costs 38 tokens per session (1,121 once invoked), scanned B, original, MIT.

A product-photography skill that creates front, side, back, top-down, and 45-degree views of one product.

In plain words
What is it for?
It is for making consistent product image sets for items such as footwear, watches, electronics, bottles, and skincare products.
Why use it?
It removes the need to arrange and photograph each product angle separately for a complete visual presentation.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It is for making consistent product image sets for items such as footwear, watches, electronics, bottles, and skincare products.

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Install with agentmods
npx agentmods add skills/samuraigpt/generative-media-skills/multi-angle-shots
About the project

Generative-Media-Skills is a toolkit that lets AI agents generate, edit, and display images, videos, and audio through the muapi command-line interface. It is for users of Claude Code, Cursor, Gemini CLI, and OpenCode who need multimodal media-generation workflows. The catalogue entries are the skills that expose these media capabilities to coding agents.

SamurAIGPT/Generative-Media-Skills · 4,263 stars · on GitHub · muapi.ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add SamurAIGPT/Generative-Media-Skills --skill multi-angle-shots
Clone the repo
git clone --depth 1 https://github.com/SamurAIGPT/Generative-Media-Skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for muapi-multi-angle-shots

README.md
[![agentmods](https://agentmods.dev/badge/skills/samuraigpt/generative-media-skills/multi-angle-shots/github.svg)](https://agentmods.dev/skills/samuraigpt/generative-media-skills/multi-angle-shots)
Your own site
<a href="https://agentmods.dev/skills/samuraigpt/generative-media-skills/multi-angle-shots"><img src="https://agentmods.dev/badge/skills/samuraigpt/generative-media-skills/multi-angle-shots/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for muapi-multi-angle-shots

Your own site · 80×15
<a href="https://agentmods.dev/skills/samuraigpt/generative-media-skills/multi-angle-shots"><img src="https://agentmods.dev/badge/skills/samuraigpt/generative-media-skills/multi-angle-shots.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,121 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 2 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Data Exfiltration · line 72
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 72
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00038 $0.01121
Opus 5 $0.00019 $0.00561
Sonnet 5 $0.00008 $0.00224
Haiku 4.5 $0.00004 $0.00112

Measured 9d ago against content hash 7c1d068c1809, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade B, and why

muapi-multi-angle-shots scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Sends data to an external URLmediumData exfiltration

A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.

- For model IDs without a CLI alias yet, fall back to the raw endpoint via `curl -X POST https://api.muapi.ai/api/v1/<endpoint> -H "x-api-key: $MUAPI_API_KEY" -H 'content-type: application/json' -d '{...}'` and poll with

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- For model IDs without a CLI alias yet, fall back to the raw endpoint via `curl -X POST https://api.muapi.ai/api/v1/<endpoint> -H "x-api-key: $MUAPI_API_KEY" -H 'content-type: application/json' -d '{...}'` and poll with
library/visual/multi-angle-shots/SKILL.md · 74 lines

How it starts

The opening of the file, as written. The whole thing — 74 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Multi-Angle Shots

Generate a complete set of multi-angle product shots — front, side, back, top-down, and 45-degree perspective — for comprehensive product visualization.

Inputs

Name Type Required Default Description
product_name text yes The product to photograph (e.g. "black leather sneaker", "glass perfume bottle", "smartwatch").
product_image image_url no Optional reference product image to use as base.
background_style text no pure white studio Background/environment (e.g. "pure white studio", "dark moody grey", "natural marble surface", "lifestyle context").
lighting text no soft studio lighting, product photography Lighting style (e.g. "dramatic side lighting", "flat lay top-down", "rim lighting", "natural daylight").
category text no general product Product category to tailor angle logic (e.g. "footwear", "watch/jewelry", "electronics", "beverage bottle", "skincare").

Steps

Submit a single the plan with all angles in parallel.

All Angles (Parallel)

  1. Front viewmuapi image generate (model=ai-product-photography) if {{product_image}} provided, else muapi image generate (model=nano-banana-pro):

    • Prompt: {{product_name}} — perfectly centered FRONT VIEW, eye-level angle. {{background_style}} background. {{lighting}}. Sharp focus, commercial product photography, ultra detailed, no props.
    • Aspect ratio: 1:1
  2. Side / 3/4 angle view — same model as step 1:

    • Prompt: {{product_name}} — elegant 3/4 SIDE ANGLE view, slight perspective showing depth and form. {{background_style}} background. {{lighting}}. Shows product silhouette and side detail, commercial photography.
    • Aspect ratio: 1:1
  3. Back view — same model as step 1:

    • Prompt: {{product_name}} — BACK VIEW, centered, showing rear details, finishes, and labels if any. {{background_style}} background. {{lighting}}. Product photography, equal detail to front shot.
    • Aspect ratio: 1:1

Read the full file on GitHub · 74 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 74 lines · 38 tokens per session scan B 7c1d068c1809

Subscribe to this mod's changes

muapi-multi-angle-shots is a skill published in the GitHub repository SamurAIGPT/Generative-Media-Skills (4,263 stars, last pushed 3d ago), licensed MIT. It adds 38 tokens to every session and 1,121 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it B with 2 findings (sends data to an external url, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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