Find the AI/ML research papers relevant to a topic, extract the actual methodology, and check whether the reported results hold up against the paper's own stated setup.
Goes past summarizing into extracting the actual method -- architecture, hyperparameters, dataset, evaluation protocol -- from a target paper or topic, and flags where a paper's claims outrun what its own reported setup actually supports. Distinct from the existing Academic Research Assistant (general-purpose academic research, free) and Deep Research Report Builder (general research-to-report, paid): scoped specifically to AI/ML papers, not general-purpose research. Combines ai-research-explore and ai-research-reproduction (lllllllama/rigorpilot-skills), ranked #7 and #9 overall on skills.sh's trending leaderboard this week at 6.7K and 6.6K installs. Writing & Research is 10 skills deep with only one paid entry point (Long-Form Research Report & Whitepaper Writer, added last batch) -- this is the second.
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