Better research starts with better questions

What we organize

We curate structured prompts, use cases, source preparation methods and verification checklists to help individual investors, AI tool users, quantitative learners and researchers organize information more effectively.

Our principles

• Research methods first: define the scope, task and output format.
• Separate facts from opinions: key data must include sources and dates.
• Allow “unknown”: stop making inferences when information is missing, rather than asking models to invent answers.
• Make uncertainty visible: retain multiple explanations and scenarios.
• Independent judgment: users make all investment decisions themselves.

What we do not do

We do not provide securities investment advice, make decisions for users, accept user funds, manage investments, promise returns or recommend buying or selling specific stocks. We are not a market data provider and do not offer live trading signals or automated AI trading services.

How content is maintained

Templates include versions and update dates. Users can report issues through the feedback page. A template date is not a data date; users must always verify original materials. Public resources are references for verification, not endorsements of this site by their publishers.

Help improve the library

If you find unclear instructions, missing constraints or incorrect citations, please submit specific evidence and steps to reproduce the issue. Do not submit account, financial or other sensitive personal information.