Repository
K-Dense-AI/science-superpowers agent skills
- skills
- 13
- GitHub stars
- 348
GitHub description: “Composable computational-science methodology skills for AI research agents — pre-registration over TDD. A science-domain reimplementation of Superpowers.”
- Stars
- 348 (35 forks)
- Licence
- Unknown
- Last push
- Sep 2026
- Created
- May 2026
- Homepage
- k-dense.ai
- agent-skills
- ai-agents
- computational-science
- preregistration
- reproducible-research
Install all skills
npx skills add K-Dense-AI/science-superpowersAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in K-Dense-AI/science-superpowers, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 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/ | 348 | 1 repo | ~1.5k | Automated safety check: Pass | Unknown | 25 days ago |
| 2 | 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/ | 348 | — | ~1.7k | Automated safety check: Pass | Unknown | 25 days ago |
| 3 | 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/ | 348 | — | ~1.3k | Automated safety check: Pass | Unknown | 25 days ago |
| 4 | 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/ | 348 | — | ~4.2k | Automated safety check: Pass | Unknown | 25 days ago |
| 5 | 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/ | 348 | — | ~2.5k | Automated safety check: Pass | Unknown | 25 days ago |
| 6 | 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/ | 348 | — | ~1.9k | Automated safety check: Pass | Unknown | 25 days ago |
| 7 | 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/ | 348 | — | ~1.3k | Automated safety check: Pass | Unknown | 25 days ago |
| 8 | 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/ | 348 | — | ~1.7k | Automated safety check: Pass | Unknown | 25 days ago |
| 9 | 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/ | 348 | — | ~1.5k | Automated safety check: Pass | Unknown | 25 days ago |
| 10 | A skill your agent uses when executing a pre-registered analysis plan with mostly independent steps in the current session | K-Dense-AI/ | 348 | — | ~2k | Automated safety check: Pass | Unknown | 25 days ago |
| 11 | 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/ | 348 | — | ~897 | Automated safety check: Pass | Unknown | 25 days ago |
| 12 | 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/ | 348 | — | ~3.3k | Automated safety check: Pass | Unknown | 25 days ago |
| 13 | 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/ | 348 | — | ~898 | Automated safety check: Pass | Unknown | 25 days ago |
Questions, answered from the data.
What is the best skill in K-Dense-AI/science-superpowers?
Verifying Results Before Claiming from K-Dense-AI/science-superpowers ranks first of the 13 skills in K-Dense-AI/science-superpowers listed here, with the highest score: its repository has 348 GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 1.5k tokens and it passes the automated safety check with no findings. Next come Designing The Analysis and Dispatching Parallel Investigations.
Are the skills in K-Dense-AI/science-superpowers official?
None yet. All 13 skills in K-Dense-AI/science-superpowers listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from K-Dense-AI/science-superpowers?
Run npx skills add K-Dense-AI/science-superpowers in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.