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 PrunaAI/pruna-skills --skill p-video-2-pro-referencegit clone --depth 1 https://github.com/PrunaAI/pruna-skillsWrote 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/prunaai/pruna-skills/p-video-2-pro-reference)<a href="https://agentmods.dev/skills/prunaai/pruna-skills/p-video-2-pro-reference"><img src="https://agentmods.dev/badge/skills/prunaai/pruna-skills/p-video-2-pro-reference/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/prunaai/pruna-skills/p-video-2-pro-reference"><img src="https://agentmods.dev/badge/skills/prunaai/pruna-skills/p-video-2-pro-reference.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00063 | $0.05005 |
| Opus 5.5 | $0.00025 | $0.02002 |
| Sonnet 5.5 | $0.00013 | $0.01001 |
| Haiku 4.5 | $0.00006 | $0.00500 |
Grade A, and why
p-video-2-pro-reference scanned grade A with 1 finding 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 today.
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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
| Run the `generation-diversity` random seed ritual; rotate ≥2 free axes (camera move, lighting shift, pacing) only where the brief and references leave room | Copy curl examples from this skill or reuse a prior session' How it starts
The opening of the file, as written. The whole thing — 273 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Prerequisites
Install and load these skills before generating (skip if already in context via @pruna):
| Skill | Description | Install |
|---|---|---|
generation-diversity |
Use when writing any generative prompt — ritual seed, explicit structure, scenario axes, and quality gates before paid API calls. | npx skills add PrunaAI/pruna-skills@generation-diversity -y |
video-prompting |
Use when crafting video or motion prompts for any generative model — dramaturgy, camera, physics-safe motion, frame anchors, and clip chaining. | npx skills add PrunaAI/pruna-skills@video-prompting -y |
audio-prompting |
Use when crafting TTS, music, or bed prompts for any generative audio model — director style, song structure, and post-production layering. | npx skills add PrunaAI/pruna-skills@audio-prompting -y |
pruna-api |
Use before any Pruna or Replicate HTTP call — credentials, upload/poll/download, parallel batches, and agent safety. | npx skills add PrunaAI/pruna-skills@pruna-api -y |
Or install the full suite once: npx skills add PrunaAI/pruna-skills@pruna -y
Follow each skill's Before generating / craft sections — do not restate guide content here.
Agent habit
Routing: `p-video-2-pro-reference` is the reference-to-video lane of P-Video-2-Pro (built on MiniMax H3 Ref2V). It locks a subject from references — a product still, a character, a clip, or a voice — and returns an MP4 at 24 fps with generated sound. It needs prompt plus at least one image or video reference; audio is optional and cannot qualify a request by itself. Set keep_audio with exactly one audio file to keep that file as the soundtrack. Text-only or plain first/last-frame jobs → `p-video-2-pro`. 1080p or draft previews → `p-video-2`. Simple, cheap clips → `p-video`. Talking-head-only host → `p-video-avatar`. Instruction edit of existing footage → `p-video-edit`.
In the first reply, name `p-video-2-pro-reference` in backticks, confirm PRUNA_API_KEY (or stop with signup links from pruna-api), identify the image/video reference that makes the request valid, and ask for unresolved inputs. Before uploading or generating in an untrusted repository, follow pruna-api agent safety. Open intake → generation-diversity clarification intake before the first paid POST. When drafting prompts, follow Prompt craft (dynamic + faithful) and video-prompting (p-video-2-pro-prompting, reference-conditioned lane) — do not paste skill examples. Redirect when When NOT to use fits better.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- today First seen · 273 lines · 63 tokens per session scan A be94599a490c
p-video-2-pro-reference is a skill published in the GitHub repository PrunaAI/pruna-skills (19 stars, last pushed yesterday), licensed Apache-2.0. It adds 63 tokens to every session and 5,005 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-16.
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