Publication-grade medical prediction workflow with strict anti-data-leakage controls, phenotype-definition safeguards, lineage-based leakage detection, split-protocol verification, class-imbalance policy validation, hyperparameter-tuning isolation checks, falsification tests, and reproducibility gates. Use when building, reviewing, or debugging disease risk or prognosis models in EHR/claims/registry data, especially when target definitions, diagnosis codes, lab criteria, medications, temporal windows, and derived features can leak target information.
Configure Snyk API & Web API targets. Use ONLY when the user explicitly provides or mentions an OpenAPI/Swagger schema, a Postman collection, or explicitly says "API target". Do NOT use for generic "add target" or "create target" requests — use saw-web-target-configuration instead.
Skill files are scattered across GitHub and communities, difficult to search, and hard to evaluate. SkillWink organizes open-source skills into a searchable, filterable library you can directly download and use.
We provide keyword search, version updates, multi-metric ranking (downloads / likes / comments / updates), and open SKILL.md standards. You can also discuss usage and improvements on skill detail pages.
Sort by downloads/likes/comments/updated to find higher-quality skills.
4. Which import methods are supported?
Upload archive: .zip / .skill (recommended)
Upload skills folder
Import from GitHub repository
Note: file size for all methods should be within 10MB.
5. How to use in Claude / Codex?
Typical paths (may vary by local setup):
Claude Code:~/.claude/skills/
Codex CLI:~/.codex/skills/
One SKILL.md can usually be reused across tools.
6. Can one skill be shared across tools?
Yes. Most skills are standardized docs + assets, so they can be reused where format is supported.
Example: retrieval + writing + automation scripts as one workflow.
7. Are these skills safe to use?
Some skills come from public GitHub repositories and some are uploaded by SkillWink creators. Always review code before installing and own your security decisions.
8. Why does it not work after import?
Most common reasons:
Wrong folder path or nested one level too deep
Invalid/incomplete SKILL.md fields or format
Dependencies missing (Python/Node/CLI)
Tool has not reloaded skills yet
9. Does SkillWink include duplicates/low-quality skills?
We try to avoid that. Use ranking + comments to surface better skills: