K-Dense-AI/science-superpowers

A skill your agent uses when you have an approved research question and need a concrete analysis plan, before touching outcome data or fitting any model

K-Dense-AI/science-superpowers

A skill your agent uses when facing 2+ independent investigations that can proceed without shared state - parallel literature survey, multi-dataset replication, or pre-specified robustness checks

K-Dense-AI/science-superpowers

A skill your agent uses when your human partner has explicitly opted into exploratory or feasibility mode - a compute-heavy simulation, an unproven pipeline, an unbenchmarked solver, an untested…

K-Dense-AI/science-superpowers

You MUST use this before any data analysis or investigation - before exploring a dataset, loading or profiling data, running a model, computing a statistic, or testing an idea, and before any…

K-Dense-AI/science-superpowers

A skill your agent uses when a result is surprising, impossible, contradicts a sanity check, a pipeline fails, a model won't converge, or a replication fails - before adjusting anything

K-Dense-AI/science-superpowers

A skill your agent uses when receiving critical feedback on an analysis or manuscript, before implementing suggestions, especially if feedback seems unclear or methodologically questionable -…

K-Dense-AI/science-superpowers

A skill your agent uses when an analysis is complete and verified, and you need to decide how to report it and archive the work for reproducibility

K-Dense-AI/science-superpowers

A skill your agent uses when starting analysis work that needs isolation, or before executing a pre-registered plan - ensures an isolated, reproducible workspace with pinned environment, fixed…

K-Dense-AI/science-superpowers

A skill your agent uses when executing a pre-registered analysis plan with mostly independent steps in the current session

K-Dense-AI/science-superpowers

A skill your agent uses when about to claim a result, effect, significance, or that an analysis reproduces, before reporting or writing it up - requires running the analysis fresh and reading the…

K-Dense-AI/science-superpowers

A skill your agent uses when you have a pre-registered analysis plan to execute inline in this session with review checkpoints, on a platform without subagents

K-Dense-AI/science-superpowers

Use 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 predictions and decision rules before…

K-Dense-AI/science-superpowers

Use 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 a power calculation

K-Dense-AI/science-superpowers