name: ai-workflow-templates description: Reusable AI workflow prompt templates for Chinese social/content and knowledge work. Use when the user asks to invoke, call, use, or run one of 10 AI "models"/templates for market research, website/app building, academic research, startup idea validation, stock/investment research, layman paper translation, UX/UI critique, blog-to-course conversion, interview questions, or long-form reports/whitepapers. Especially use when the user says "调用模型", "用第 N 个模型", "市场研究模型", "投资分析模型", "论文模型", "UX 模型", or asks what data they need to provide before using one of these workflows; first remind them of required inputs, then run the selected workflow after enough data is available.
AI Workflow Templates
Overview
Use this skill as a router and intake checklist for 10 reusable AI workflow templates. Treat "模型" as "workflow template", not an ML model.
Detailed model cards live in references/models.md. Read that file when the user selects a model, asks for the full prompt, or wants you to execute one of the workflows.
Workflow
- Identify the requested template by number, name, or intent.
- If the request is ambiguous, list the 10 template names and ask which one to use.
- Before producing the final output, check the required inputs for the selected template.
- If required inputs are missing, ask for only the missing inputs. Keep the ask short and practical.
- If the user already gave enough information, run the workflow immediately.
- Clearly label assumptions when the template requires estimation.
- For current market, stock, legal, medical, or factual research, verify current facts with reliable sources when needed and cite sources in the answer.
- For investment workflows, include a short note that the output is research support, not personalized financial advice.
Template Index
Use these aliases to match user intent:
| ID | Template | Use when user wants | Minimum required input |
|---|---|---|---|
| 1 | Market research | Industry, market, competitor, or trend analysis | Market/category, geography, target audience or use case |
| 2 | Website/app builder | A website, web app, applet, calculator, or demo | App name, core function, target user |
| 3 | Academic research | Paper summaries, literature synthesis, academic notes | Paper text/files or research topic |
| 4 | Startup idea validation | Judge whether an idea is worth building | Idea description, target user, problem/pain |
| 5 | Stock/investment research | Equity research, thesis validation, catalysts | Ticker/company, investment thesis or analysis goal |
| 6 | Layman paper translation | Explain a paper simply for non-experts | Paper text/files |
| 7 | UX/UI critique | Review a design, landing page, or product screenshot | Screenshot/link/description, product goal, target user |
| 8 | Blog-to-course | Turn a blog/article into a course outline | Blog/article text or URL, learner profile |
| 9 | Interview questions | Generate deep podcast, hiring, or research questions | Interviewee profile, interview goal, audience |
| 10 | Whitepaper/report | Long-form report, whitepaper, or consulting memo | Topic, target audience, desired angle |
Intake Behavior
When required data is missing, ask in this style:
可以，用「模型 5：股票/投资分析」来做。为了输出靠谱，你还需要给我：
1. 股票代码或公司名称
2. 你的投资论点或想验证的问题
3. 分析目标，比如买卖判断、风险排查、长期 thesis、竞品对比
可选：时间周期、关注市场、是否需要引用最新数据。
If the user says "给我完整提示词" or "复制模板", provide the selected model's reusable prompt from references/models.md without running the workflow.
If the user asks to "run all models" on one input, warn that the outputs will be long and ask whether to prioritize a subset unless the user clearly wants the full batch.