kling-3-0

作者: runcomfy-com

RunComfy上的Kling 3.0视频生成。Kling 3.0(也称Kling V3.0)是快手科技第三代多镜头视频模型,具备原生同步音频和跨镜头一致的角色身份。该技能涵盖全部六个Kling 3.0端点,覆盖三种渲染等级(标准、专业、4K)和两种模式(文生视频、图生视频)。通过本地RunComfy CLI调用runcomfy run kling/kling-3.0/ /。触发词为"kling"、"kling 3.0"、"kling v3"、"kling pro"等。

npx skills add https://github.com/runcomfy-com/skills --skill kling-3-0

Kling 3.0 - Pro Pack on RunComfy

runcomfy.com · docs · GitHub

Kling 3.0 is Kuaishou Technology's third-generation cinematic video model. This skill covers all six Kling 3.0 rendering endpoints on RunComfy: three quality tiers (Standard, Pro, 4K) across two modes (text-to-video and image-to-video).

What Kling 3.0 is

Kling 3.0 is the V3 generation of the Kling video model. It produces multi-shot cinematic video with synchronized native audio, consistent character identity across shots, and physics-aware motion. Compared to Kling 2.x, Kling 3.0 supports longer clips (up to 15 seconds), native 4K output on the 4K tier, and a unified multi-prompt segment system that lets one Kling 3.0 generation contain several distinct scenes with controlled transitions.

Kling 3.0 ships in three rendering tiers on RunComfy, each available as text-to-video or image-to-video:

  • Standard - cheapest tier, up to 1080p output. Use Kling 3.0 Standard for fast iteration, previews, A/B variants, social shorts.
  • Pro - highest fidelity at 1080p. Use Kling V3.0 Pro for hero-quality 1080p clips where motion realism and identity preservation matter most.
  • 4K - native 3840x2160 output. Use Kling V3.0 4K for high-resolution brand films, big-screen cinematic sequences, and finished masters at native resolution.

All three tiers share the same Kling 3.0 multi-shot architecture. Tiers differ in resolution ceiling, motion-fidelity budget, and pricing.

The 6 Kling 3.0 endpoints

Each endpoint corresponds to one (tier, mode) pair. All six endpoints share the same Kling 3.0 base model.

EndpointAnchorResolutionRate (no audio)Rate (with audio)
kling/kling-3.0/standard/text-to-videoKling 3.0 Standard t2vup to 1080p$0.084/s$0.126/s
kling/kling-3.0/standard/image-to-videoKling 3.0 Standard Image to Videoup to 1080p$0.084/s$0.126/s
kling/kling-3.0/pro/text-to-videoKling V3.0 Pro Text-to-Video1080p$0.112/s$0.168/s
kling/kling-3.0/pro/image-to-videoKling V3.0 Pro Image-to-Video1080p$0.112/s$0.168/s
kling/kling-3.0/4k/text-to-videoKling V3.0 4K Text-to-Video3840x2160$0.42/s flat$0.42/s flat
kling/kling-3.0/4k/image-to-videoKling V3.0 4K Image-to-Video3840x2160$0.42/s flat$0.42/s flat

The 4K tier prices the same regardless of audio. Standard and Pro tiers charge ~50% more per second when audio is enabled.

When to pick which Kling 3.0 tier

Pick a Kling 3.0 tier based on the output's role in the pipeline.

  • Drafts, previews, social shorts, A/B variants: Kling 3.0 Standard. Cheapest. Quality is fine for everything except hero shots.
  • Hero 1080p clips, ad creative, talking heads with high motion fidelity: Kling V3.0 Pro. About 33% more expensive than Standard for noticeably tighter motion and identity hold at the same resolution.
  • 4K brand films, big-screen cinematic, finished masters: Kling V3.0 4K. Native 3840x2160 (no upscale step). Flat $0.42/s makes budgeting predictable. Use only when the output truly needs 4K - it is roughly 5x the cost of Standard.

Pick the mode based on whether you have a source image:

  • Text-to-Video (t2v): prompt only, Kling 3.0 generates the look from scratch. Use Kling 3.0 t2v for novel scenes, brand new compositions, environments without an existing reference.
  • Image-to-Video (i2v): prompt + source image, Kling 3.0 animates the image. Use Kling 3.0 i2v when you have an exact reference (face, product, scene) that must survive into the output.

If the user explicitly asked for Kling 3.0, Kling V3.0, Kling Pro, or Kling 4K, route to this skill regardless.

Prerequisites

  1. RunComfy CLI: npm i -g @runcomfy/cli
  2. RunComfy account: runcomfy login opens a browser device-code flow.
  3. CI / containers: set RUNCOMFY_TOKEN=<token> instead of runcomfy login.
  4. For i2v endpoints: a publicly fetchable source image URL (HTTPS, JPEG/PNG/WebP).

Input schema (shared across all 6 Kling 3.0 endpoints)

FieldTypeRequiredDefaultNotes
promptstringyes-Text description of scene, motion, camera, atmosphere. Multi-segment prompts supported via prompt_segments for scene transitions in one Kling 3.0 generation.
image_urlstringyes (i2v only)-Source image for Kling 3.0 i2v. HTTPS URL. JPEG/PNG/WebP.
tail_image_urlstringno (i2v only)-Optional ending image for controlled start-to-end frame transition on Kling 3.0 i2v.
negative_promptstringno-Elements to exclude from the Kling 3.0 output.
durationintno53-15 seconds per Kling 3.0 generation.
aspect_ratioenumno16:916:9, 9:16, 1:1, 4:3, 3:4, 21:9.
cfg_scalefloatno0.5Prompt guidance strength. Higher = stricter adherence to prompt.
generate_audioboolnofalseEnable Kling 3.0 in-pass synchronized audio. Adds cost on Standard and Pro tiers; flat-rate on 4K.
seedintno-Reproducibility for Kling 3.0 variant testing.

How to invoke each Kling 3.0 endpoint

Kling 3.0 Standard text-to-video (cheapest 1080p draft):

runcomfy run kling/kling-3.0/standard/text-to-video \
  --input '{
    "prompt": "<Kling 3.0 prompt>",
    "duration": 5,
    "aspect_ratio": "16:9"
  }' \
  --output-dir <absolute/path>

Kling 3.0 Standard image-to-video (animate a still):

runcomfy run kling/kling-3.0/standard/image-to-video \
  --input '{
    "prompt": "<motion description for Kling 3.0 i2v>",
    "image_url": "https://.../source.jpg",
    "duration": 5
  }' \
  --output-dir <absolute/path>

Kling V3.0 Pro text-to-video (highest 1080p fidelity):

runcomfy run kling/kling-3.0/pro/text-to-video \
  --input '{
    "prompt": "<Kling 3.0 Pro prompt>",
    "duration": 8,
    "aspect_ratio": "16:9",
    "generate_audio": true
  }' \
  --output-dir <absolute/path>

Kling V3.0 Pro image-to-video (hero animation from source image):

runcomfy run kling/kling-3.0/pro/image-to-video \
  --input '{
    "prompt": "<motion description for Kling V3.0 Pro i2v>",
    "image_url": "https://.../subject.jpg",
    "duration": 8,
    "generate_audio": true
  }' \
  --output-dir <absolute/path>

Kling V3.0 4K text-to-video (native 4K cinematic):

runcomfy run kling/kling-3.0/4k/text-to-video \
  --input '{
    "prompt": "<Kling V3.0 4K prompt>",
    "duration": 10,
    "aspect_ratio": "16:9",
    "generate_audio": true
  }' \
  --output-dir <absolute/path>

Kling V3.0 4K image-to-video (4K animation of a reference image):

runcomfy run kling/kling-3.0/4k/image-to-video \
  --input '{
    "prompt": "<motion description for Kling V3.0 4K i2v>",
    "image_url": "https://.../source-4k.jpg",
    "duration": 10,
    "generate_audio": true
  }' \
  --output-dir <absolute/path>

The CLI submits the Kling 3.0 request, polls every 2s, fetches the result, and downloads any *.runcomfy.net / *.runcomfy.com URL into --output-dir.

Prompting Kling 3.0 - what works

Kling 3.0 responds to specific prompting patterns better than naive prose.

Lead with motion and camera language. Kling 3.0 reads "wide shot, slow push-in", "tracking shot, low angle", "handheld follow" as real directives. Front-load these.

Multi-shot in one Kling 3.0 generation. A single Kling 3.0 prompt can describe a sequence of shots. Number them: "Shot 1: wide of the cafe at dusk. Shot 2: medium close-up of the barista. Shot 3: tight on the espresso pour." Kling 3.0 will preserve identity (face, wardrobe, props) across the shots.

Identity anchors for i2v. When using Kling 3.0 i2v, restate what should remain stable: "preserve the subject's face, pose, and clothing; only the camera moves and the background changes."

tail_image_url for controlled endings. On Kling 3.0 i2v, supply a tail image to lock the final frame. Kling 3.0 will interpolate motion from source to tail.

generate_audio: true for one-pass dialogue. Describe what Kling 3.0 should produce in audio: "warm friendly tone, English voiceover" or "city ambience, distant traffic, no dialogue." Audio adds cost on Standard / Pro; flat on 4K.

cfg_scale tuning. Default 0.5 works for most Kling 3.0 prompts. Raise to 0.7-0.9 for strict prompt adherence on stylized output. Lower to 0.3-0.4 for natural motion when the prompt is loose.

Anti-patterns:

  • Conflicting style cues in one Kling 3.0 prompt -> simplify, pick one or two style anchors.
  • Asking for greater than 15 seconds in one Kling 3.0 call -> 422 error; segment the script and stitch.
  • Aspect ratios outside the supported set -> rejected.
  • For Kling V3.0 4K, demanding aggressive multi-shot story plus 15s plus dialogue plus 6 cuts -> Kling 3.0 will deliver, but cost climbs to about $6.30 per generation. Validate with Standard first.

Where Kling 3.0 shines

Use caseBest Kling 3.0 endpoint
Cinematic 1080p brand stories with consistent charactersKling V3.0 Pro (t2v or i2v)
Native 4K hero films and big-screen cinematicKling V3.0 4K (t2v or i2v)
Cheap iteration, social-first shorts, A/B variantsKling 3.0 Standard t2v
Animating brand assets, product photos, character artKling 3.0 Standard i2v or Kling V3.0 Pro i2v
Multi-shot ads with synchronized dialogue in one passKling V3.0 Pro with generate_audio: true
Premium 4K finished masters with native audioKling V3.0 4K with generate_audio: true (flat rate)

Sample Kling 3.0 prompts

Kling 3.0 cinematic multi-shot (Pro tier recommended):

Cinematic multi-shot of a young American couple celebrating their
anniversary at a candlelit rooftop restaurant. Shot 1: wide of the
city skyline at golden hour. Shot 2: medium two-shot, the couple
toasting. Shot 3: tight on the woman's smile, soft bokeh, warm fill
light. Subtle ambient string music, gentle wind, distant traffic.

Kling 3.0 i2v (animate a portrait, 4K tier):

Gentle camera dolly-in on the subject from the source image. Subtle
breathing motion, identity-stable features, soft natural light,
shallow depth of field. Background: warm golden-hour glow with a
slow drift of dust motes. No dialogue, only ambient room tone.

Kling 3.0 vertical short (Standard tier, 9:16):

9:16 vertical. A barista in a black apron pulls a single espresso
shot, steam rising into morning sun, rich crema slowly forming.
Close-up handheld, shallow depth of field, warm cafe ambience and
the hiss of the steam wand.

Kling 3.0 FAQ

What is the maximum duration of a Kling 3.0 clip? 15 seconds per generation across all three tiers. For longer narratives, segment the script into multiple Kling 3.0 calls and stitch.

How is Kling V3.0 4K priced compared to Standard and Pro? Kling V3.0 4K is a flat $0.42 per second whether or not audio is enabled. Standard is $0.084/s without audio (cheapest). Pro is $0.112/s without audio. The 4K tier costs roughly 5x Standard for the resolution upgrade.

Does Kling 3.0 support multi-shot in a single generation? Yes. All Kling 3.0 endpoints accept multi-segment prompts. Number the shots ("Shot 1:", "Shot 2:", etc.) and Kling 3.0 will preserve character identity across them.

Can Kling 3.0 generate audio? Yes. Set generate_audio: true. Kling 3.0 produces synchronized dialogue, ambient sound, and music in the same generation pass. On 4K the price stays flat at $0.42/s; on Standard / Pro the rate jumps about 50% with audio.

What aspect ratios does Kling 3.0 support? 16:9, 9:16, 1:1, 4:3, 3:4, 21:9. The 4K tier renders 21:9 as wide cinema crops at native 3840x2160.

Does Kling 3.0 i2v support a tail image? Yes. tail_image_url locks the final frame; Kling 3.0 interpolates motion from source to tail.

How is Kling 3.0 different from Kling 2.x? Kling 3.0 has stronger multi-shot identity preservation, longer max duration (15s vs 10s on the 2.x flagship), native 4K on the 4K tier, and unified multi-prompt segment input across all tiers.

Limitations

  • Per-call duration cap 15 seconds on every Kling 3.0 tier.
  • Maximum 6 continuous shots in one Kling 3.0 4K generation.
  • i2v requires a publicly fetchable HTTPS image URL. Local files are not supported.
  • Aspect ratios are fixed to the documented six. Other ratios get cropped or rejected.
  • 4K output files are large. Plan disk and bandwidth before batch Kling V3.0 4K runs.

Exit codes

The runcomfy CLI uses sysexits-style codes:

codemeaning
0Kling 3.0 generation succeeded
64bad CLI args
65bad input JSON for Kling 3.0 / schema mismatch
69upstream 5xx
75retryable: timeout / 429
77not signed in or token rejected

Full reference: docs.runcomfy.com/cli/troubleshooting.

How it works

  1. The skill picks one of six Kling 3.0 endpoints based on the user's tier (Standard / Pro / 4K) and mode (t2v / i2v) intent.
  2. It invokes runcomfy run kling/kling-3.0/<tier>/<mode> with a JSON body matching the schema.
  3. The CLI POSTs to the RunComfy Model API with the user's bearer token.
  4. The Model API returns a request_id; the CLI polls every 2 seconds until the Kling 3.0 generation finishes.
  5. On terminal status, the CLI fetches the Kling 3.0 result and downloads any .runcomfy.net / .runcomfy.com URL into --output-dir.
  6. Ctrl-C cancels the in-flight Kling 3.0 request before billing.

Security & Privacy

  • Token storage: runcomfy login writes the API token to ~/.config/runcomfy/token.json with mode 0600. Set RUNCOMFY_TOKEN env var in CI / containers.
  • Input boundary: the Kling 3.0 prompt is passed as JSON via --input. The CLI does not shell-expand. No shell-injection surface.
  • Third-party content: image URLs you pass are fetched by the RunComfy server, not by the CLI on your machine. Treat external URLs as untrusted; image-based prompt injection is a known risk for any video model that accepts image inputs.
  • Outbound endpoints: only model-api.runcomfy.net (request submission) and *.runcomfy.net / *.runcomfy.com (download whitelist).
  • Generated-file size cap: the CLI aborts any single download greater than 2 GiB to prevent disk-fill from a runaway Kling 3.0 4K output.

来自 runcomfy-com 的更多技能

video-inpainting
runcomfy-com
Region edits across video frames on RunComfy via the `runcomfy` CLI — remove an object that appears across many frames, clean up wires or watermarks, replace a region with matching motion. Routes across Wan 2-7 edit-video (default, prompt-driven region edits with spatial language), Lucy Edit Restyle (identity-stable region-aware restyle), and Seedream 4-0 edit-sequential (when treating the clip as a frame stack). Picks the right route based on whether the change is prose-driven,...
videocreativemedia
runcomfy-cli
runcomfy-com
我们需将提供的英文文本翻译成简体中文。注意:保留产品名runcomfy-cli(但文本中未出现,所以不处理)。保留runcomfy、CLI、ControlNet、LoRA等专有名词。翻译要准确,不添加额外内容。 文本内容:描述runcomfy CLI的功能,可以从命令行运行任何模型,支持多种模型端点,以及提交请求、轮询状态、下载输出等。最后一句说这个技能教agent如何安装、认证、发现模型模式、调用模型、流式/轮询/无等待、脚本等。 翻译时注意技术术语:image generation(图像生成)、image edit(图像编辑)、video generation(视频生成)、image-to-video(图像转视频)、lip-sync(唇形同步)、face swap(换脸)、video edit(视频编辑)、inpainting(修复)、outpainting(扩展)、extend(扩展?但outpainting也是扩展,注意区分)、ControlNet(保留)、relight(重打光)、upscale(放大)、
creativemediaapi
image-to-video
runcomfy-com
Animate any still image on RunComfy — this skill is a smart router that matches the user's intent to the right i2v model in the RunComfy catalog. Picks HappyHorse 1.0 I2V (Arena #1, native audio, identity preservation) for general animations, Wan 2.7 with `audio_url` for custom-voiceover lip-sync, or Seedance 2.0 Pro for multi-modal animation from image + reference video + reference audio. Bundles each model's documented prompting patterns so the caller gets sharper output without burning...
creativevideomedia
flux-2-klein
runcomfy-com
在RunComfy上使用Flux 2 Klein(Black Forest Labs的Flux 2蒸馏快速变体)生成图像——该技能捆绑了模型文档化的提示模式,因此相比对同一模型进行朴素提示,能获得更清晰的输出。记录了Flux 2 Klein的优势(亚秒级延迟、多参考品牌风格、声明式主语优先提示)、步数策略(快速迭代4–8步,精修约25步)、9B与4B变体的权衡,以及何时转向Flux 2 Pro /...
creativeimageresearch
ai-avatar-video
runcomfy-com
Create AI avatar, talking-head, and lip-sync videos on RunComfy via the `runcomfy` CLI. Routes across ByteDance OmniHuman (audio-driven full-body avatar), Wan-AI Wan 2-7 (audio-driven mouth sync via `audio_url` on a portrait), HappyHorse 1.0 (Arena #1 t2v / i2v with in-pass audio), and Seedance v2 Pro (multi-modal cinematic with reference audio + reference subject). Picks the right model for the user's actual intent — UGC voiceover, virtual presenter, dubbed product demo, lip-synced...
videocreativemedia
nano-banana-edit
runcomfy-com
Edit images with Google Nano Banana 2 (image-to-image edit endpoint) on RunComfy. Documents Nano Banana Edit's strengths (preserve subject identity, swap background, localize edits with spatial language, multi-image batch edits up to 20 inputs), the schema, and when to route to GPT Image 2 edit / Flux Kontext / Nano Banana 2 t2i instead. Calls `runcomfy run google/nano-banana-2/edit` through the local RunComfy CLI. Triggers on "nano banana edit", "edit with nano banana", "image edit nano...
creativeimageapi
wan-2-7
runcomfy-com
我们要求翻译一段文本,目标语言是简体中文。需要保留产品名、协议名、URL、数字、技术术语。不要添加声明、解释、Markdown、项目符号、链接、标签、前缀或额外评论。只翻译<text>内的内容,不包括名称除非在源文本中出现。不要添加"description"等标签。 源文本是英文,描述了一个agent skill,关于使用Wan 2.7生成文本到视频。需要翻译成中文,保留"Wan 2.7"、"RunComfy"、"HappyHorse 1.0"、"Seedance 2.0"、"Kling"、"LTX 2"、"audio_url"、"runcomfy run wan-ai/wan-2-7/text-to-video"等专有名词和技术术语。注意"Wan 2.7"可能指代模型名称,保留原样。另外"Wan-AI"也保留。注意"multi-reference conditioning"翻译为"多参考条件","audio-driven lip-sync
creativevideomedia
lipsync
runcomfy-com
Lip-sync a face to a specific audio track on RunComfy via the `runcomfy` CLI. Routes across ByteDance OmniHuman (audio-driven full-body avatar from a portrait + audio), Sync Labs sync v2 / Pro (state-of-the-art mouth sync onto a video), Kling lipsync (audio-to- video and text-to-video with synced speech), and Creatify lipsync. The skill picks the right endpoint for the user's actual intent — portrait still + audio (avatar-style), source video + audio (mouth- swap on existing footage), or...
creativevideomedia