FixKit AI

Loop/Prompt Library / Research & writing

๐Ÿ” LaTeX research paper

Builds a full research paper in LaTeX with drawn-in charts, keeps compiling and fixing it, and never invents facts.

Use it when: You have research material and need a clean, checkable paper.

๐Ÿ›‘ Stops when: The paper compiles with zero errors, has all required sections, and every claim is traceable. Or five rounds run out.

Copy this loop

Write a LaTeX paper on [topic] using only [my sources and data]. If something is missing, use a clear placeholder and never make up claims or citations. Use these sections in order: Abstract, Introduction, Methods, Results, Discussion, Conclusion, References. Draw all charts and tables with LaTeX itself (TikZ, pgfplots, booktabs), no image files. Every claim must point to a citation, equation, data point, or labeled assumption. Compile, fix the worst issue, and compile again, at most [5] times. Finish with the file, the log, and three weak spots.

Review every change the agent makes before you keep it. Set a budget or round limit โ€” the prompt includes one.

Idea from Forward Future's Loop Library ยท by Alex Vogiatzis. Prompt rewritten in plain English by FixKit AI.

More loops like this

Check one claim with a source ledger

Investigates one disputed claim, keeping a running list of sources and whether each supports or weakens it.

Test competing explanations

Splits facts from guesses, builds several possible explanations, and runs the test most likely to change your mind.

Family-history proof

Tests one family-history question, like who someone's parent was, against the best records you can find.

Verified paper list

Searches research databases for papers on a topic, checks each paper's ID is real, and keeps only relevant ones.

Research into a finished document

Researches a question and keeps filling the biggest gaps until a memo or brief is ready to act on.

Fact-check before you publish

Lists every checkable fact, quote, and number in a draft, checks each against a real source, and fixes the risky ones.