Repository
ai4s-research/ai4s-skills agent skills
- skills
- 7
- GitHub stars
- 237
GitHub description: “Open-source agent skills for AI for Science: topic exploration, literature survey, experiments, paper writing, and integrity audit — driven by any coding agent.”
- Stars
- 237 (23 forks)
- Licence
- MIT
- Last push
- Jul 2026
- Created
- Jun 2026
- agent-skills
- ai-agent
- ai-for-science
- ai-scientist
- ai4s
- claude-code
- claude-skills
- literature-review
- open-science
- opencode
- paper-writing
- reproducible-research
- research-tools
- scientific-research
Install all skills
npx skills add ai4s-research/ai4s-skillsAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in ai4s-research/ai4s-skills, 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 the user has a research question and needs a complete experiment package — design document, runnable code, results (measured or simulated with honest provenance)… | ai4s-research/ | 237 | 2 repos | ~2.5k | Automated safety check: Pass | MIT | 2 mo ago |
| 2 | A skill your agent uses when the user wants a comprehensive literature survey on a specific research topic. | ai4s-research/ | 237 | 2 repos | ~2k | Automated safety check: Pass | MIT | 2 mo ago |
| 3 | A skill your agent uses when the user wants a paper audited for integrity issues — image misuse, numerical anomalies, logical gaps — and needs a reviewable evidence report. | ai4s-research/ | 237 | 1 repo | ~5k | Automated safety check: Pass | MIT | 2 mo ago |
| 4 | A skill your agent uses when the user wants a complete, publication-grade research paper on a specific topic — produces 200+ real citations, 4–8 publication-grade figures, and 7 sections of… | ai4s-research/ | 237 | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 5 | A skill your agent uses when the user has a vague research direction and wants to explore feasible specific topics. | ai4s-research/ | 237 | 2 repos | ~1.3k | Automated safety check: Pass | MIT | 2 mo ago |
| 6 | A skill your agent uses when the user wants an end-to-end AI4S research pipeline — broad direction or specific topic in, full research package out (exploration + literature survey + experiment +… | ai4s-research/ | 237 | 1 repo | ~1.6k | Automated safety check: Pass | MIT | 2 mo ago |
| 7 | Generate beautiful, high-resolution mindmaps from Markdown unordered lists. | ai4s-research/ | 237 | 1 repo | ~3.1k | Automated safety check: Pass | MIT | 2 mo ago |
Questions, answered from the data.
What is the best skill in ai4s-research/ai4s-skills?
Experiment Suite from ai4s-research/ai4s-skills ranks first of the 7 skills in ai4s-research/ai4s-skills listed here, with the highest score: its repository has 237 GitHub stars, 2 other GitHub owners carry a copy, its SKILL.md loads about 2.5k tokens and it passes the automated safety check with no findings. Next come Literature Survey and Integrity Auditor.
Are the skills in ai4s-research/ai4s-skills official?
None yet. All 7 skills in ai4s-research/ai4s-skills 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 ai4s-research/ai4s-skills?
Run npx skills add ai4s-research/ai4s-skills 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.