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By huang-sir1
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Create/audit editable publication tables with source reconciliation; not figures or statistical inference. | huang-sir1/ | 1.9k | — | ~1.3k | Automated safety check: Pass | Unknown | 20 days ago |
| 2 | Audit imaging acquisition, reconstruction, series eligibility, quantitative transforms and protocol drift; not model training. | huang-sir1/ | 1.9k | — | ~2.8k | Automated safety check: Pass | Unknown | 20 days ago |
| 3 | 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 |
| 4 | 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 |
| 5 | Design/audit consensus and evidence-to-recommendation products; not review synthesis or endorsement. | huang-sir1/ | 1.9k | — | ~2.5k | Automated safety check: Pass | Unknown | 20 days ago |
| 6 | Create traceable posters, conference abstracts, summaries and media; not papers, decks or figures. | huang-sir1/ | 1.9k | — | ~2.1k | Automated safety check: Pass | Unknown | 20 days ago |
| 7 | Audit IRB, consent, privacy, IACUC/IBC, biosafety and dual use; not logistics or lab execution. | huang-sir1/ | 1.9k | — | ~2.6k | Automated safety check: Pass | Unknown | 20 days ago |
| 8 | 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 |
| 9 | Create/audit publication plots, visual abstracts and imaging panels with render QA; not tables or decks. | huang-sir1/ | 1.9k | — | ~2.6k | Automated safety check: Pass | Unknown | 20 days ago |
| 10 | Develop/review radiology grants against a live call, including current NSFC rules, code/call routing, funder criteria and imaging feasibility; not papers or decks. | huang-sir1/ | 1.9k | — | ~3.2k | Automated safety check: Pass | Unknown | 20 days ago |
| 11 | Plan/audit imaging economic evaluation, decision models, budget impact, uncertainty and HTA reporting. | huang-sir1/ | 1.9k | — | ~2.6k | Automated safety check: Pass | Unknown | 20 days ago |
| 12 | Assess disclosure, prior-art handoff, rights and transfer readiness; not patentability, FTO or legal advice. | huang-sir1/ | 1.9k | — | ~2.4k | Automated safety check: Pass | Unknown | 20 days ago |
| 13 | 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 |
| 14 | Plan/create/audit evidence-led research decks for defenses, meetings and talks, with render QA. | huang-sir1/ | 1.9k | — | ~2.5k | Automated safety check: Pass | Unknown | 20 days ago |
| 15 | Design/audit qualitative and mixed-methods sampling, reflexivity, integration and claim limits. | huang-sir1/ | 1.9k | — | ~2.6k | Automated safety check: Pass | Unknown | 20 days ago |
| 16 | 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 |
| 17 | Create bilingual figure-aware readers from supplied papers; not reader-study or MRMC design. | huang-sir1/ | 1.9k | — | ~1.6k | Automated safety check: Pass | Unknown | 20 days ago |
| 18 | Select/audit reporting guidelines across imaging AI, diagnosis, reviews, guidelines and economics. | huang-sir1/ | 1.9k | — | ~3.6k | Automated safety check: Pass | Unknown | 20 days ago |
| 19 | 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 |
| 20 | Audit authorship, COI, AI use, selective reporting and artifact integrity; not misconduct adjudication. | huang-sir1/ | 1.9k | — | ~2.1k | Automated safety check: Pass | Unknown | 20 days ago |
| 21 | Plan/audit sites, RACI, milestones, dependencies, resources, risks and closeout; not scientific design. | huang-sir1/ | 1.9k | — | ~2.9k | Automated safety check: Pass | Unknown | 20 days ago |
| 22 | Adjudicate reviews, draft point-by-point responses and verify closure; not initial prereview. | huang-sir1/ | 1.9k | — | ~4.6k | Automated safety check: Pass | Unknown | 20 days ago |
| 23 | 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 |
| 24 | Plan/compute/audit inference on defined data/effect rows: CI, AUC, MRMC, survival, meta-analysis and power. | huang-sir1/ | 1.9k | — | ~4.5k | Automated safety check: Pass | Unknown | 20 days ago |
| 25 | 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 |
| 26 | 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 |
| 27 | Design clinical use, reader/impact studies, human factors, deployment and lifecycle evidence. | huang-sir1/ | 1.9k | — | ~3.2k | Automated safety check: Pass | Unknown | 20 days ago |
| 28 | Mentor and route ambiguous, multistage or resumed radiology research; tutoring defaults to read-only. | huang-sir1/ | 1.9k | — | ~5.1k | Automated safety check: Pass | Unknown | 20 days ago |
| 29 | Audit journal or conference packages against current exact-venue fields/files; not scientific review. | huang-sir1/ | 1.9k | — | ~5.2k | Automated safety check: Pass | Unknown | 20 days ago |
| 30 | 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 |
| 31 | Verify claim-level sources and DOI/PMID; export checked citations. | huang-sir1/ | 1.9k | — | ~1.1k | Automated safety check: Pass | Unknown | 20 days ago |
| 32 | 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 |
| 33 | Design/train/audit imaging DL pipelines, splits, tuning and validation; not deployment studies. | huang-sir1/ | 1.9k | — | ~2.5k | Automated safety check: Pass | Unknown | 20 days ago |
| 34 | Lock study feasibility, population, estimand, imaging task and validation; not novelty scanning or execution. | huang-sir1/ | 1.9k | — | ~3.5k | Automated safety check: Pass | Unknown | 20 days ago |
| 35 | Identify evidence-grounded imaging frontiers and gaps; not design lock or journal choice. | huang-sir1/ | 1.9k | — | ~1.7k | Automated safety check: Pass | Unknown | 20 days ago |
| 36 | Match a near-finished imaging paper to live journal scope and tier; not scientific review or file audit. | huang-sir1/ | 1.9k | — | ~1.5k | Automated safety check: Pass | Unknown | 20 days ago |
| 37 | Polish existing research prose while preserving facts and claims; not drafting or scientific repair. | huang-sir1/ | 1.9k | — | ~1.3k | Automated safety check: Pass | Unknown | 20 days ago |
| 38 | Design/audit radiomics preprocessing, IBSI extraction, stability, leakage-safe selection and validation. | huang-sir1/ | 1.9k | — | ~1.9k | Automated safety check: Pass | Unknown | 20 days ago |
| 39 | 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 |
