GitHub user
Agent skills by huang-sir1
- skills
- 39
- repository
- 1
Repositories by huang-sir1
Skills by huang-sir1, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 days ago |
| 31 | Verify claim-level sources and DOI/PMID; export checked citations. | huang-sir1/ | 1.9k | — | ~1.1k | Automated safety check: Pass | Unknown | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 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 | 19 days ago |
Questions, answered from the data.
What is the best skill by huang-sir1?
Radiology Table from huang-sir1/radiology-skills ranks first of the 39 skills by huang-sir1 listed here, with the highest score: its repository has 1.9k GitHub stars, its SKILL.md loads about 1.3k tokens and it passes the automated safety check with no findings. Next come Radiology Acquisition Qc and Radiology Bibliometrics.
Are huang-sir1's skills official?
None yet. All 39 skills by huang-sir1 listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
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.