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.
npx skills add roedyrustam/vibes-plug --skill ai-media-generation-expertgit clone --depth 1 https://github.com/roedyrustam/vibes-plugWrote 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.
[](https://agentmods.dev/skills/roedyrustam/vibes-plug/ai-media-generation-expert)<a href="https://agentmods.dev/skills/roedyrustam/vibes-plug/ai-media-generation-expert"><img src="https://agentmods.dev/badge/skills/roedyrustam/vibes-plug/ai-media-generation-expert/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.
<a href="https://agentmods.dev/skills/roedyrustam/vibes-plug/ai-media-generation-expert"><img src="https://agentmods.dev/badge/skills/roedyrustam/vibes-plug/ai-media-generation-expert.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, 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 93 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.
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00078 | $0.01721 |
| Opus 5 | $0.00039 | $0.00860 |
| Sonnet 5 | $0.00016 | $0.00344 |
| Haiku 4.5 | $0.00008 | $0.00172 |
Grade A, and why
ai-media-generation-expert scanned grade A with 0 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 11d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 173 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AI Media Generation Expert (2026 Edition)
English
Orchestration & Integration
ai-llm-integration-expert: Core LLM patterns and model selection.file-upload-media-expert: Storage, CDN, and media pipeline for generated assets.sse-websocket-streaming-expert: Real-time streaming for progressive image/audio generation.async-queue-temporal-expert: Background job processing for long-running generation tasks.zero-trust-secret-vault: Secure API key management for Replicate, OpenAI, ElevenLabs.
Description
Production-grade guide for integrating AI-powered media generation into web and mobile applications. Covers image generation (Flux 1.1 Pro, SDXL, DALL-E 3), video generation (Sora, Runway Gen-3), text-to-speech (ElevenLabs v3, OpenAI TTS), speech-to-text (Whisper large-v3, Deepgram Nova-3), and voice cloning. Includes async processing patterns, cost optimization, and content safety filtering.
Trigger Conditions
- Integrating AI image generation (Flux, DALL-E, Stable Diffusion, Midjourney API).
- Building text-to-speech or speech-to-text features.
- Implementing voice cloning or AI avatar generation.
- Adding AI video generation or editing capabilities.
- Building media processing pipelines with AI models.
Core Architecture
1. Image Generation
Provider Selection Matrix:
| Provider | Model | Speed | Quality | Cost | Best For |
|---|---|---|---|---|---|
| Replicate | Flux 1.1 Pro | ~3s | ★★★★★ | $0.04/img | Photorealism, text rendering |
| Replicate | Flux Schnell | ~1s | ★★★★ | $0.003/img | High-volume, previews |
| OpenAI | DALL-E 3 | ~5s | ★★★★ | $0.04/img | Creative, prompt following |
| Stability | SDXL Turbo | ~2s | ★★★★ | $0.002/img | Self-hosted, customization |
Recommendation: Use Flux 1.1 Pro via Replicate for production quality. Use Flux Schnell for previews/drafts.
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.
- 11d ago First seen · 173 lines · 78 tokens per session scan A a79b663d4405
ai-media-generation-expert is a skill published in the GitHub repository roedyrustam/vibes-plug (50 stars, last pushed today), licensed MIT. It adds 78 tokens to every session and 1,721 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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