kling-3-0-deep-dive

kling-3-0-deep-dive is a skill for Codex from leynos/visual-storytelling-skills. It costs 142 tokens per session (3,336 once invoked), scanned A, original, ISC.

A production guide for using Kling 3.0, a video-generation model, to create directed cinematic scenes. It covers shot prompts, camera movement, reference images, dialogue, audio, and product or commercial scenes.

In plain words
What is it for?
Use it when planning or generating Kling 3.0 shots, choosing reference frames, controlling motion, adding dialogue or audio, and routing production requests.
Why use it?
It helps turn a scene idea into instructions the model can follow and accounts for differences between public documentation and the currently available generation interface.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it when planning or generating Kling 3.0 shots, choosing reference frames, controlling motion, adding dialogue or audio, and routing production requests.

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Install with agentmods
npx agentmods add skills/leynos/visual-storytelling-skills/kling-3-0-deep-dive
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 leynos/visual-storytelling-skills --skill kling-3-0-deep-dive
Clone the repo
git clone --depth 1 https://github.com/leynos/visual-storytelling-skills

Made for: 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 kling-3-0-deep-dive

README.md
[![agentmods](https://agentmods.dev/badge/skills/leynos/visual-storytelling-skills/kling-3-0-deep-dive/github.svg)](https://agentmods.dev/skills/leynos/visual-storytelling-skills/kling-3-0-deep-dive)
Your own site
<a href="https://agentmods.dev/skills/leynos/visual-storytelling-skills/kling-3-0-deep-dive"><img src="https://agentmods.dev/badge/skills/leynos/visual-storytelling-skills/kling-3-0-deep-dive/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 kling-3-0-deep-dive

Your own site · 80×15
<a href="https://agentmods.dev/skills/leynos/visual-storytelling-skills/kling-3-0-deep-dive"><img src="https://agentmods.dev/badge/skills/leynos/visual-storytelling-skills/kling-3-0-deep-dive.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 142 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,336 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00142 $0.03336
Opus 5.5 $0.00057 $0.01334
Sonnet 5.5 $0.00028 $0.00667
Haiku 4.5 $0.00014 $0.00334

Measured 2mo ago against content hash 63c137ef2c96, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

kling-3-0-deep-dive 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 2mo 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.

skills/kling-3-0-deep-dive/SKILL.md · 336 lines

How it starts

The opening of the file, as written. The whole thing — 336 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Kling 3.0 Deep Dive

Use this skill when shot-specifier routes a shot to kling3_0 or when video-generator is about to submit Kling 3.0 jobs through the Higgsfield Model Context Protocol (MCP).

Kling 3.0 is best treated as a scene-directed cinematic video model. It responds well to shot labels, camera behaviour, physical motion, clear timing, and simple subject/environment constraints. Think like a director and camera operator: what is the shot, what moves, how does the camera react, what does the audience hear, and where does the shot end?

Live-Schema Rule

Before any production generation, inspect the live Higgsfield MCP schema through video-generator. Public guides disagree on exact model IDs, quality modes, text capabilities, Elements support, Motion Control support, native audio options, duration ranges, and media roles.

Use the limits below as planning defaults only. If the live MCP schema is narrower, follow the live schema. If the selected Kling route cannot accept the required anchors, Elements, motion references, or audio parameters, stop and ask for a production decision.

S01 session 2 observed a narrower Higgsfield MCP surface than public Kling guides describe: Kling accepted start_image and end_image, did not expose a generic reference-image role, did not expose sound, did not expose cfg_scale, and downloaded 16:9 outputs at 1344x768. Treat Elements, Motion Control, CFG, sound toggles, and labelled resolution choices as schema-gated features, not assumptions.

When Kling 3.0 Is The Right Route

Prefer Kling 3.0 when the shot needs:

  • explicit scene structure or 2-6 shot coverage in a single generation;
  • clean cinematic camera movement: pans, tracks, dollies, orbits, reveals, drone moves;
  • physically grounded movement, environmental interaction, impact, or macro texture;
  • landscape establishing shots, machine/drone POV, exteriors, product hero moves, or camera-motion-led b-roll;
  • start/end frame control or transition shaping;
  • Elements or Motion Control when the live tool exposes them;
  • native ambient audio, sound effects, or structured dialogue when the scene can be labelled unambiguously.

Read the full file on GitHub · 336 lines

Files

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.

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. 2mo ago First seen · 336 lines · 142 tokens per session scan A 63c137ef2c96

Subscribe to this mod's changes

kling-3-0-deep-dive is a skill published in the GitHub repository leynos/visual-storytelling-skills (9 stars, last pushed 29d ago), licensed ISC. It adds 142 tokens to every session and 3,336 once invoked, about $0.0006 per session on Opus 5.5. 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 2026-08-31.

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