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Research & Science · By huang-sir1
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Build reproducible radiology bibliometrics with corpus identity, disambiguation and sensitivity; not reviews. | huang-sir1/ | 1.9k | — | ~2k | Automated safety check: Pass | Unknown | 20 days ago |
| 2 | Set disease pathways, endpoints, reference standards and treatment timelines; not patient care. | huang-sir1/ | 1.9k | — | ~2.9k | Automated safety check: Pass | Unknown | 20 days ago |
| 3 | Design/audit tissue, cell, organoid, animal, perturbation and rescue validation; not physical SOP execution. | huang-sir1/ | 1.9k | — | ~3.6k | Automated safety check: Pass | Unknown | 20 days ago |
| 4 | Audit parameter provenance, metric fit, fair comparisons and robustness; not execution or paper review. | huang-sir1/ | 1.9k | — | ~2.8k | Automated safety check: Pass | Unknown | 20 days ago |
| 5 | Interpret mechanisms and imaging-mechanism bridges with competing explanations and causal ceilings. | huang-sir1/ | 1.9k | — | ~2.5k | Automated safety check: Pass | Unknown | 20 days ago |
| 6 | Audit/package computational replay with manifests, environments, provenance and evidence levels. | huang-sir1/ | 1.9k | — | ~2.8k | Automated safety check: Pass | Unknown | 20 days ago |
| 7 | Search/deduplicate imaging papers or datasets into reproducible corpora; not claim checks or review synthesis. | huang-sir1/ | 1.9k | — | ~1.6k | Automated safety check: Pass | Unknown | 20 days ago |
| 8 | Design/audit systematic or scoping reviews from protocol through synthesis, certainty and living updates. | huang-sir1/ | 1.9k | — | ~4.3k | Automated safety check: Pass | Unknown | 20 days ago |
| 9 | Build/run/audit bulk RNA, sc/snRNA and spatial workflows with traceable QC; not mechanism claims. | huang-sir1/ | 1.9k | — | ~3.1k | Automated safety check: Pass | Unknown | 20 days ago |
| 10 | Design/audit imaging truth, readers, ROI geometry, reproducibility and label noise; not model training. | huang-sir1/ | 1.9k | — | ~1.7k | Automated safety check: Pass | Unknown | 20 days ago |
| 11 | Verify claim-level sources and DOI/PMID; export checked citations. | huang-sir1/ | 1.9k | — | ~1.1k | Automated safety check: Pass | Unknown | 20 days ago |
| 12 | Plan/audit imaging provenance, DICOM de-identification, sharing, repositories and retention; not ethics approval. | huang-sir1/ | 1.9k | — | ~2.2k | Automated safety check: Pass | Unknown | 20 days ago |
| 13 | Draft/restructure manuscripts or theses from fixed evidence; not polishing, review or rebuttal. | huang-sir1/ | 1.9k | — | ~4.8k | Automated safety check: Pass | Unknown | 20 days ago |
