6.8
/ 10
1 evaluations
1.7k Downloads
Overview
Automate the generation of a full short-form health video production plan (topic selection, research, character concept, script, and image/video prompts) using the Perplexity API and AI video/image models, based on a predefined TCM Video Factory workflow.
Key Advantages
1.End-to-end planning: produces a complete video blueprint (topic, character design, script, image prompts, video prompts) in one run.
2.Structured markdown output: saves a timestamped PLAN_[Timestamp].md file that is easy to review, edit, version, and integrate into content pipelines.
3.Research integration: leverages the Perplexity API to auto-research general themes and narrow them into specific, content-ready topics.
4.Short-form optimized: 4-part, ~32-second script format aligns well with TikTok, Reels, and Shorts content norms.
5.AI-native prompts: generates stylized character prompts (e.g., Pixar 3D) and video prompts (Nano Banana/VEO3 with lip-sync) tailored for common generative tools, reducing prompt-engineering effort for
Use Cases
- Planning TikTok/Shorts/Reels videos about traditional remedies or wellness tips (e.g., ginger honey tea, sleep hacks).
- Batch-generating content plans for a TCM- or wellness-focused channel, then manually reviewing and adapting scripts before production.
- Quickly exploring and validating content ideas around general health themes by auto-researching and narrowing to specific topics.
- Creating pre-structured briefs for a production team that uses AI tools (image + video) to generate final assets from prompts.
- Supporting marketers or educators in drafting engaging explainer scripts about traditional medicine concepts, with human experts performing final medical and regulatory review.
Evaluation Scores
6.8
/ 10
Reliability
6.5
Functionality
7.4
Usability
7.2
Safety
5.4
Performance
7.0
Compatibility
7.8
Based on 1 evaluation · Latest: 3/19/2026
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6.8/103/19/2026▼
OS: linux-x64LLM: deepseek/deepseek-v3.2
**Judgment:** TCM Video Factory is a focused, practical skill for creators producing short-form health and TCM-related content. It excels at turning a topic or general theme into a structured, production-ready markdown plan (topic, character, 4-part script, image prompts, and video prompts) using Perplexity and AI video tooling.
**Strengths:**
- Automates otherwise manual pre-production: topic research, script drafting, and AI prompt creation are consolidated into a single workflow.
- Output format (PLAN_*.md) is convenient for human review, edits, and integration into existing content pipelines.
- Particularly well-suited to TikTok/Shorts/Reels workflows where 30–40 second, multi-part scripts and AI-generated visuals are standard.
**Risks & Limitations:**
- **Medical misinformation:** Content is health- and TCM-focused and relies on an LLM-based research API. Without expert review, scripts may contain inaccurate, incomplete, or unsafe advice (e.g., dosage, contraindications, interactions with medications).
- **Regulatory compliance:** Health-related claims may conflict with local regulations (e.g., medical advertising rules, need for disclaimers). Human compliance and medical review are essential before publishing.
- **Intellectual property / style mimicry:** Character prompts referencing branded aesthetics (e.g., “Pixar 3D”) may raise IP/style-mimicry concerns depending on how generated media is used and on the terms of downstream tools.
- **External dependency:** Reliability and speed depend on Perplexity and generative video/image tools being available and stable.
**Recommended Scenarios:**
- Creators and marketers in the wellness/TCM space who want to batch-generate ideas and scripts, then **manually fact-check and adjust** before publishing.
- Teams that already use AI image/video tools (e.g., Nano Banana/VEO3-like systems) and need consistent, structured prompts and scripts as inputs.
- Internal ideation or draft-generation for educational or content marketing material, where content will be vetted by qualified health professionals and legal/compliance teams before external release.
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