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Workflows

Step-by-step procedures for research tasks, each tested on a real case.

Each workflow follows the same structure: goal, what it was tested with, steps with the exact prompts, how to check the result, and where it fails.

The tag next to each title is the verification level: L0 draft, L1 tested by the author, L2 reproduced by a second researcher, L3 checked across models or dates.

  • Porting legacy IDL code to Python

    Translate an IDL routine with a coding agent and prove the Python version gives the same numbers.

    L0by Francesco De GasperinData and codemodel: to be testedtested: not yet
  • Literature search with NASA ADS and a language model

    Build the query yourself, export abstracts from ADS, and let the model map the field with every claim tied to a bibcode you can check.

    L0by Francesco De GasperinLiteraturemodel: to be testedtested: not yet
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