k-dense-ai/science-superpowers
15 skills
$npx skills add k-dense-ai/science-superpowersSkillInstalls
designing-the-analysisUse when you have an approved research question and need a concrete analysis plan, before touching outcome data or fitting any modeldispatching-parallel-investigationsUse when facing 2+ independent investigations that can proceed without shared state - parallel literature survey, multi-dataset replication, or pre-specified…executing-analysisUse when you have a pre-registered analysis plan to execute inline in this session with review checkpoints, on a platform without subagentsframing-research-questionsYou MUST use this before any data analysis or investigation - before exploring a dataset, loading or profiling data, running a model, computing a statistic, or…investigating-anomalous-resultsUse when a result is surprising, impossible, contradicts a sanity check, a pipeline fails, a model won't converge, or a replication fails - before adjusting…preregistering-analysisUse before running any confirmatory analysis or looking at outcome data, when testing a hypothesis, computing a p-value, or about to claim an effect - locks…receiving-critical-reviewUse when receiving critical feedback on an analysis or manuscript, before implementing suggestions, especially if feedback seems unclear or methodologically…reporting-and-archiving-findingsUse when an analysis is complete and verified, and you need to decide how to report it and archive the work for reproducibilityrequesting-red-team-reviewUse after completing an analysis or before reporting a finding, to have a skeptical reviewer attack the conclusion before you believe itsetting-up-reproducible-analysisUse when starting analysis work that needs isolation, or before executing a pre-registered plan - ensures an isolated, reproducible workspace with pinned…subagent-driven-analysisUse when executing a pre-registered analysis plan with mostly independent steps in the current sessionsurveying-prior-workUse after framing a question and before designing an analysis, or when choosing a method, judging whether a result is novel, or needing a prior effect size for…using-science-superpowersUse when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questionsverifying-results-before-claimingUse when about to claim a result, effect, significance, or that an analysis reproduces, before reporting or writing it up - requires running the analysis fresh…writing-science-skillsUse when creating new skills, editing existing skills, or verifying skills work before deployment