AI Research Prompt Library / Use & Trust
Getting started: ask clearly, then verify
No prompt engineering experience required. Bring a question and some source material to begin your first well-scoped AI-assisted research task.
01 · Start with a specific question
Replace “What will happen next?” with “Organize the facts, possible causes and verification questions about revenue and cash flow changes in this report.” Handle one research task at a time. Do not mix information organization with trading decisions.
02 · Choose a suitable template
Choose Global Events for macro developments, Earnings for formal reports, Market Themes to verify conceptual connections, Capital Flows for trading data, Social Trends for public discussion, and Industry Outlook for industry supply and demand.
03 · Prepare sources and fill in parameters
- Research subject: industry, theme or company, including region and market where needed.
- Time period: reporting period, event window or data collection window, rather than just “recently.”
- Source materials: original files, full URLs, publication dates and collection times.
Click “Get the prompt” or use the bottom-right “Get Prompts” button to obtain a template. Upload large files directly in your AI tool; they do not need to go into this site.
04 · Get the prompt and run it
Open ChatGPT, Claude, Gemini or DeepSeek and paste the template into a new conversation. Ask the model to first explain which materials it can access and what information is missing, then follow the requested output structure.
05 · Check results with five questions
- Does every key fact have an original source?
- Do publication dates match the research period?
- Can figures be found in original materials and calculations reproduced?
- Are facts, inferences and opinions clearly separated?
- Are there unverified claims, promises of returns or trading instructions?
Keep your own judgment
Save verified materials, questions and uncertainties, not just AI conclusions. Templates help you ask more organized questions. They do not make returns more certain or replace professional advice or personal judgment.