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what-if-oracle

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About what-if-oracle

W

what-if-oracle

Supports structured what-if scenario analysis for research planning

what-if-oracle is an agent skill for structured what-if scenario analysis in research planning. It explores a bounded set of possible futures before you commit research resources, such as what happens if sample attrition is higher than planned, if a method does not transfer to a new instrument, cohort or site, if a key reagent or dataset becomes unavailable, or which option stays feasible under competing hypotheses or limited resources. The output is a scenario comparison, an evidence ledger and a contingency plan. The skill says that the analysis does not cover the full range of possibilities, and that a narrated mechanism is not shown to happen. It uses six branch prompts and a 0-IF-1 mnemonic from an upstream framework, which it treats as a framing aid rather than a scientific law or a computational model. The author's related preprints are catalogued as preprints, which establish provenance, not forecasting accuracy. The skill is for decisions tied to a scientific question. It is not a general business or personal advice tool.

View what-if-oracleAll AI Skills apps
Price
Free
Made by
k-dense-ai
Category
AI Skills
Website
github.com/k-dense-ai/scientific-agent-skills/what-if-oracle