Repository
fcakyon/phd-skills agent skills
- skills
- 12
- GitHub stars
- 414
GitHub description: “PhD Research Skills for Claude Code: paper reproduction, experiment design, paper review, result comparison and more.”
- Stars
- 414 (36 forks)
- Licence
- MIT
- Last push
- Sep 2026
- Created
- Mar 2026
- academic
- claude-code
- phd
- research
- agents
- ai
- claude
- hooks
- mcp
- plugin
- skills
- conference
- journal
- paper-reproduction
- paper-review
- claude-code-plugin
Install all skills
npx skills add fcakyon/phd-skillsAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in fcakyon/phd-skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | End-to-end paper reproduction from arxiv URL through smoke runs to replication experiments. | fcakyon/ | 414 | — | ~1.1k | Automated safety check: Pass | MIT | 22 days ago |
| 2 | 2.Compare Same-epoch comparison of training runs across wandb, neptune, tensorboard, or mlflow. | fcakyon/ | 414 | — | ~1.2k | Automated safety check: Pass | MIT | 22 days ago |
| 3 | 3.Debug Evidence-before-action diagnosis of failing ML experiments. An agent skill from fcakyon/phd-skills. | fcakyon/ | 414 | — | ~1.3k | Automated safety check: Pass | MIT | 22 days ago |
| 4 | A skill your agent uses when the user wants to design experiments, plan ablation studies, structure baselines, or create incremental evaluation strategies. | fcakyon/ | 414 | — | ~987 | Automated safety check: Pass | MIT | 22 days ago |
| 5 | A skill your agent uses when the user wants to set up or troubleshoot a LaTeX environment, choose between biber and bibtex, install packages for a specific venue template, or configure compilation. | fcakyon/ | 414 | — | ~1.1k | Automated safety check: Notes | MIT | 22 days ago |
| 6 | 6.Launch Pre-flight checklist for long-running ML training jobs covering config diff, run naming, path verification, monitoring setup, and restart-cleanup. | fcakyon/ | 414 | — | ~1.4k | Automated safety check: Pass | MIT | 22 days ago |
| 7 | A skill your agent uses when the user wants to find related work, survey a research area, identify literature gaps, or discover open-source implementations. | fcakyon/ | 414 | — | ~999 | Automated safety check: Pass | MIT | 22 days ago |
| 8 | A skill your agent uses when the user wants to verify paper claims against code or data, audit numerical accuracy, check formula-code alignment, or validate citation accuracy. | fcakyon/ | 414 | — | ~1.2k | Automated safety check: Pass | MIT | 22 days ago |
| 9 | A skill your agent uses when the user wants to write, structure, or revise academic paper sections, improve notation consistency, or refine figures and tables. | fcakyon/ | 414 | — | ~1.2k | Automated safety check: Pass | MIT | 22 days ago |
| 10 | A skill your agent uses when the user wants to prepare code for open-source release, create reproducible research artifacts, or structure a repository for publication. | fcakyon/ | 414 | — | ~1.1k | Automated safety check: Pass | MIT | 22 days ago |
| 11 | A skill your agent uses when the user wants to anticipate reviewer questions, select the strongest ablations to present, prepare rebuttals, or identify paper weaknesses before submission. | fcakyon/ | 414 | — | ~1.2k | Automated safety check: Pass | MIT | 22 days ago |
| 12 | A skill your agent uses when the user wants to analyze dataset bias, create stratified samples, evaluate fairness, or plan dataset collection. | fcakyon/ | 414 | — | ~1k | Automated safety check: Pass | MIT | 22 days ago |
Questions, answered from the data.
What is the best skill in fcakyon/phd-skills?
Reproduce from fcakyon/phd-skills ranks first of the 12 skills in fcakyon/phd-skills listed here, with the highest score: its repository has 414 GitHub stars, its SKILL.md loads about 1.1k tokens and it passes the automated safety check with no findings. Next come Compare and Debug.
Are the skills in fcakyon/phd-skills official?
None yet. All 12 skills in fcakyon/phd-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 fcakyon/phd-skills?
Run npx skills add fcakyon/phd-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.