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one-number-explains-video-gen

Create vertical data-stat hooks: hero number, ramping counter or graph, closing meaning line, timed English captions (WeryAI). Use for dataviz Shorts, macro...
Create vertical data-stat hooks: hero number, ramping counter or graph, closing meaning line, timed English captions (WeryAI). Use for dataviz Shorts, macro...
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未分类 clawhub v1.0.0 1 版本 100000 Key: 需要
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概述

One number explains everything (hero digit → ramp → meaning)

Template (assume duration 10 unless scaled): 0–3s this number explains it all (user names which metric conceptually—caption stays short); 3–8s number grows / graph rampsmotion must not stop (tickers, bars, globe wireframe); 8–10s one conclusion line (user-themed). English subtitles with exact windows. Default duration is 10 when unspecified.

Dependencies: WERYAI_API_KEY + Node.js 18+. scripts/video_gen.js + WERYAI_VIDEO_API.md. No other Cursor skills required.

Prerequisites

  • WERYAI_API_KEY must be set; Node 18+. Prefer public https image URLs; if the assembled scripts/video_gen.js supports local file paths, review/verify the script and explicitly consent before local read-and-upload to WeryAI.
  • Non-empty model.

Security, secrets, and API hosts

  • WERYAI_API_KEY: Secret; never commit.
  • API hosts fixed in video_gen.js.
  • Local image handling disclosure: Prefer public https image URLs. If the assembled scripts/video_gen.js supports local file paths, it may read a local image and upload it to WeryAI to obtain a public URL; require review / verification and explicit consent before using that path.
  • Higher assurance: Prefer a short-lived or isolated environment; review scripts/video_gen.js before production use. Verify whether the runtime can read local image files and upload them to WeryAI, and obtain explicit consent before using that path.

Prompt expansion (mandatory)

  • Duration: Default 10; 5 or 15 when allowed and requested.
  • Timeline scaling: Rescale 0–3 / 3–8 / 8–10 proportionally; keep hook → ramp → meaning order.

Locked rhythm (example for duration 10):

  • 0.0–3.0s — Hook: e.g. THIS NUMBER EXPLAINS EVERYTHING (or embed the name of the metric in ≤6 words).
  • 3.0–8.0sRamp beat—split into two on-screen lines if needed (3–5.5 WATCH IT CLIMB, 5.5–8.0 FASTER THAN YOU THINK)—customize to user tone.
  • 8.0–10.0s — Meaning: e.g. HERE’S WHAT IT MEANS (user supplies specific kicker in brief—you compress to ≤6 words).

Visuals: Giant numeral, neon graph, motion blur streaks, particles; refresh chart at least every ~1s.

Typography: Huge readable words + numeric; outline; lower third for sentences, center for hero digit moments if described.

Negatives (Kling): garbled digits, illegible captions, watermark.

Confirmation: Full prompt.

Niche checklist

  • If real stats matter to the user, they must approve final wording—you still compress for on-screen limits.
  • Avoid fake precision—prefer “illustrative counter” language in prompt if not citing sources.

Workflow

  1. Text / image / multi-image (SEEDANCE_2_0, ≤3).
  2. Collect which metric / metaphor.
  3. Expand → validate → confirm → wait.
  4. Video.

CLI reference

~~~sh

node scripts/video_gen.js wait --json '{"model":"KLING_V3_0_PRO","prompt":"…","duration":10,"aspect_ratio":"9:16","generate_audio":true,"negative_prompt":"illegible text, garbled numbers, watermark"}'

node scripts/video_gen.js wait --json '{"model":"SEEDANCE_2_0","prompt":"…","duration":10,"aspect_ratio":"9:16","resolution":"720p","generate_audio":true}'

~~~

Full reference: WERYAI_VIDEO_API.md.

Definition of done

Video or error; hook / ramp / meaning subtitle structure explicit in prompt with second ranges scaled to duration (or user-approved subdivision).

Boundaries (out of scope)

  • Not a data journalism vetting pipeline.
  • resources/WERYAI_VIDEO_API.md for CLI; no negative_prompt on Seedance.
  • Multi-image only SEEDANCE_2_0, max 3.

Example prompts

  • Metric: compound growth—counter ramp, meaning about time
  • Metric: attention minutes per day—punchy closer
  • Chart image URL → animate growth with same windows
  • Inflation or CPI vibe—counter climbs, meaning line about purchasing power

Model and API constraints (frozen for this skill)

Text-to-video

model_keydurationsaspect_ratiosresolutionsaudionegative_promptprompt limit
----------------------------------------------------------------------------------------
KLING_V3_0_PRO5, 10, 159:16, 1:1, 16:9(omit)yesyes2000
KLING_V3_0_STA5, 10, 159:16, 1:1, 16:9(omit)yesyes2000
SEEDANCE_2_05, 10, 159:16, 1:1, 16:9480p, 720pyesno2000

Image-to-video

model_keydurationsaspect_ratiosresolutionsaudionegative_promptimage slots
---------------------------------------------------------------------------------------
KLING_V3_0_PRO5, 10, 159:16, 16:9, 1:1(omit)yesyessingle image
KLING_V3_0_STA5, 10, 159:16, 16:9, 1:1(omit)yesyessingle image
SEEDANCE_2_05, 10, 159:16, 1:1, 16:9480p, 720pyesnoup to 3 images

Recommended models

Tiermodel_keyDefault duration
-----------------------------------
⭐ BestKLING_V3_0_PRO10
👍 GoodKLING_V3_0_STA10
⚡ FastSEEDANCE_2_010 (resolution: 720p)

Default parameters

FieldValue
---------------
aspect_ratio9:16
duration10
generate_audiotrue
resolution720p (Seedance)
negative_promptKling: illegible text, garbled numbers, watermark

Text-to-video (primary)

User gives topic for the number → you craft three beats → confirm.

Image-to-video (optional)

Static chart → ramp animation + captions.

Tips

  • Sound: describe tick + whoosh—helps perceived pacing.
  • Translate user Chinese brief to English on-screen lines unless specified.

> Packaged as one-number-explains-video-gen.

版本历史

共 1 个版本

  • v1.0.0 当前
    2026-05-07 07:41 安全 安全

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