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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 2017 | 2017.Fact Check Extract factual claims from PR copy, verify each claim independently, attach concrete citations, and warn when certainty is low. | elvisun/ | 1.5k | — | ~5.6k | Automated safety check: Pass | MIT | 4 days ago |
| 2018 | 2018.Genomic Inquiry Default entry for natural-language DNA questions. An agent skill from exon-research/genomi. | exon-research/ | 484 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 2019 | 2019.Write Paper A skill your agent uses when drafting a medical research manuscript or any IMRAD section. | Aperivue/ | 333 | — | ~9k | Automated safety check: Pass | MIT | 6 days ago |
| 2020 | 2020.Analyze Stats A skill your agent uses when data needs statistical analysis. | Aperivue/ | 333 | — | ~7k | Automated safety check: Pass | MIT | 6 days ago |
| 2021 | 2021.Contribute A skill your agent uses when sending local changes back to the project (an added journal profile, a fixed checklist item, an adapted skill) or reporting a false positive or bug. | Aperivue/ | 333 | — | ~2.4k | Automated safety check: Pass | MIT | 6 days ago |
| 2022 | 2022.Make Figures A skill your agent uses when a paper needs publication-ready figures or a visual abstract. | Aperivue/ | 333 | — | ~8.4k | Automated safety check: Pass | MIT | 6 days ago |
| 2023 | 2023.Meta Analysis A skill your agent uses when running a systematic review and meta-analysis, DTA or intervention. | Aperivue/ | 333 | — | ~8.7k | Automated safety check: Pass | MIT | 6 days ago |
| 2024 | 2024.Polish Language A skill your agent uses when a manuscript needs a copy-edit for consistency and non-native English clarity. | Aperivue/ | 333 | — | ~1.5k | Automated safety check: Pass | MIT | 6 days ago |
| 2025 | 2025.Revise A skill your agent uses when a manuscript comes back with reviewer or editor comments. | Aperivue/ | 333 | — | ~6.7k | Automated safety check: Pass | MIT | 6 days ago |
| 2026 | 2026.Self Review A skill your agent uses when checking your own manuscript before submission from a reviewer's perspective. | Aperivue/ | 333 | — | ~12k | Automated safety check: Pass | MIT | 6 days ago |
| 2027 | 2027.Sync Submission A skill your agent uses when building, auditing or freezing a journal submission package from the canonical manuscript. | Aperivue/ | 333 | — | ~7.7k | Automated safety check: Pass | MIT | 6 days ago |
| 2028 | Run a referee-grade review of the manuscript in the open project without changing a single manuscript file. | Oleafly/ | 212 | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 2029 | 2029.Aris Paper Writing Workflow 3: Full paper writing pipeline. An agent skill from OpenLAIR/dr-claw. | OpenLAIR/ | 1.2k | 1 repo | ~2.6k | Automated safety check: Warn | MIT | 24 days ago |
| 2030 | 2030.Deep Research 深度调研专家。针对特定主题进行系统性信息挖掘、交叉验证、形成报告。 | charlie-chann/ | 114 | — | ~336 | Automated safety check: Pass | No licence | 28 days ago |
| 2031 | 2031.Evidence Citations Build source-backed research answers and documents with a task-isolated citation ledger, verified quotations, and explicit evidence gaps. | Prismer-AI/ | 1.6k | — | ~682 | Automated safety check: Pass | MIT | 11 days ago |
| 2032 | Guide through omicverse's alignment module for SRA downloading, FASTQ quality control, STAR alignment, gene quantification, and single-cell kallisto/bustools pipelines covering both bulk and… | FreedomIntelligence/ | 3.1k | 2 repos | ~2k | Automated safety check: Pass | No licence | 2 mo ago |
| 2033 | Map scRNA-seq atlases onto spatial transcriptomics slides using omicverse's Single2Spatial workflow for deep-forest training, spot-level assessment, and marker visualisation. | FreedomIntelligence/ | 3.1k | 2 repos | ~994 | Automated safety check: Pass | No licence | 2 mo ago |
| 2034 | 2034.Semantic Scholar Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. | AI4Scientist/ | 128 | 3 repos | ~2.5k | Automated safety check: Notes | No licence | 4 mo ago |
| 2035 | Load when summarising STAR / HISAT2 / Salmon alignment-rate logs in bulk RNA-seq. | TianGzlab/ | 161 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 2036 | 2036.Vcl Write FHIR ValueSet Compose Language (VCL), a compact URL-friendly syntax for ValueSet.compose. | aehrc/ | 137 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 2037 | 2037.Idea Memo Writer Synthesize the shortlist into a discussion-ready research idea brainstorm memo, writing output/REPORT.md, output/APPENDIX.md, and output/REPORT.json. | WILLOSCAR/ | 513 | — | ~441 | Automated safety check: Pass | No licence | 6 days ago |
| 2038 | 2038.Pyhealth Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging datasets (MIMIC-III/IV, eICU, OMOP, SleepEDF, ChestXray14, EHRShot), defining tasks (mortality… | BioTender-max/ | 200 | — | ~1.8k | Automated safety check: Pass | Unknown | 3 mo ago |
| 2039 | 2039.Tiledbvcf Efficient storage and retrieval of genomic variant data using TileDB. | agent-skills-hub/ | 112 | 4 repos | ~3.8k | Automated safety check: Pass | MIT | 9 days ago |
| 2040 | 2040.Deep Research Orchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findings | ruvnet/ | 74k | — | ~1.3k | Automated safety check: Notes | MIT | yesterday |
| 2041 | 2041.Harness Genome 7-section repo readiness report from metaharness genome {path}. | ruvnet/ | 74k | — | ~558 | Automated safety check: Notes | MIT | yesterday |
| 2042 | 2042.Harness Gepa Inspect and audit GEPA genomes via the @metaharness/darwin/gepa library entry (darwin 0.8.0) — load/validate a genome (default is the shipped cand-6 promotion), render the system prompt a genome… | ruvnet/ | 74k | — | ~826 | Automated safety check: Notes | MIT | yesterday |
| 2043 | 2043.Harness Learn Run a GEPA learning cycle via metaharness learn (upstream ADR-235, metaharness@0.3.0) — optimizes a harness genome against a SWE-bench-style slice manifest. | ruvnet/ | 74k | — | ~800 | Automated safety check: Notes | MIT | yesterday |
| 2044 | 2044.Harness Similarity ADR-152 — weighted similarity between two harness fingerprints (genome + score JSON). | ruvnet/ | 74k | — | ~866 | Automated safety check: Notes | MIT | yesterday |
| 2045 | Build a TYPED citation/reference graph over an ingested corpus — not just embeddings. | garrytan/ | 31k | — | ~3k | Automated safety check: Pass | MIT | yesterday |
| 2046 | 2046.Fact Check Systematic claim-by-claim verification for any content before it ships. | garrytan/ | 31k | — | ~5.2k | Automated safety check: Pass | MIT | yesterday |
| 2047 | 2047.Reports Save and load timestamped reports. An agent skill from garrytan/gbrain. | garrytan/ | 31k | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 2048 | 2048.Mx Finance Search 基于东方财富数据库，支持自然语言搜索全网最新公告、研报、财经新闻、交易所动态及官方政策等，覆盖全球市场标的，可用于热点捕捉、舆情监控、研报速览、公告精读及投资决策等场景。Natural language search for financial information, covering authoritative sources including news, announcements… | hiboys/ | 365 | — | ~603 | Automated safety check: Pass | No licence | 3 mo ago |
| 2049 | 2049.Researcher Conducts investigative-grade research with primary source analysis, cross-verification, and trial-level depth. | bitwize-music-studio/ | 544 | — | ~2.7k | Automated safety check: Pass | CC0-1.0 | 4 days ago |
| 2050 | Full paper writing pipeline. An agent skill from GRIND-Lab-Core/night_owl_research_agent. | GRIND-Lab-Core/ | 106 | — | ~5.5k | Automated safety check: Warn | No licence | 5 mo ago |
| 2051 | Researches archives, contemporary accounts, and timeline reconstruction. | bitwize-music-studio/ | 544 | — | ~2.3k | Automated safety check: Pass | CC0-1.0 | 4 days ago |
| 2052 | 2052.Verify Sources Captures human source verification for tracks, timestamps it, and updates track files. | bitwize-music-studio/ | 544 | — | ~1.3k | Automated safety check: Notes | CC0-1.0 | 4 days ago |
| 2053 | 2053.Deep Research Systematic multi-angle web research methodology. An agent skill from HezaoHezao/poirot. | HezaoHezao/ | 249 | — | ~1.3k | Automated safety check: Pass | MIT | 2 mo ago |
| 2054 | 2054.Fact Checker Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation. | daymade/ | 1.4k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 2055 | 2055.Quantum Build, explain and verify small quantum circuits in Quantum Studio's editable statevector simulator. | autonomous-ai/ | 1.2k | — | ~601 | Automated safety check: Pass | MIT | yesterday |
| 2056 | 2056.Research Mode Anti-hallucination research mode. An agent skill from assafkip/kipi-system. | assafkip/ | 112 | — | ~1.8k | Automated safety check: Pass | MIT | 2 days ago |
| 2057 | 2057.Fin Ref Paper 从LITREVIEW.md和IDEAREPORT.md中提取参考文献，自动生成符合JF/JFE/RFS/GB-T-7714格式的references.bib，并管理引用一致性。 | csmar432/ | 109 | — | ~2k | Automated safety check: Pass | MIT | 5 days ago |
| 2058 | A skill your agent uses to build academic-style .docx output: journal / conference / thesis chapters carrying formal citation style (APA, Chicago, IEEE, MLA), numbered equations, figure & table… | FerroxLabs/ | 608 | 4 repos | ~11k | Automated safety check: Pass | AGPL-3.0 | 5 days ago |
| 2059 | 2059.Gmgn Narrative Independently research and write an AI-narrative / due-diligence card for a crypto token — the kind of "叙事分析" card that covers what story a token is telling and what's independently verifiable about… | GMGNAI/ | 609 | — | ~5.8k | Automated safety check: Pass | MIT | 13 days ago |
| 2060 | 2060.Biomedical Search Complete biomedical information search combining PubMed, preprints, clinical trials, and FDA drug labels. | wu-yc/ | 1.1k | 2 repos | ~1.4k | Automated safety check: Pass | MIT | 6 mo ago |
| 2061 | Search ClinicalTrials.gov with natural language queries. An agent skill from wu-yc/LabClaw. | wu-yc/ | 1.1k | 2 repos | ~1.3k | Automated safety check: Pass | MIT | 6 mo ago |
| 2062 | End-to-end drug discovery platform combining ChEMBL compounds, DrugBank, targets, and FDA labels. | wu-yc/ | 1.1k | 2 repos | ~1.4k | Automated safety check: Pass | MIT | 6 mo ago |
| 2063 | 2063.Drug Labels Search Search FDA drug labels with natural language queries. An agent skill from wu-yc/LabClaw. | wu-yc/ | 1.1k | 2 repos | ~1.2k | Automated safety check: Pass | MIT | 6 mo ago |
| 2064 | 2064.Drugbank Search Search DrugBank comprehensive drug database with natural language queries. | wu-yc/ | 1.1k | 2 repos | ~1.3k | Automated safety check: Pass | MIT | 6 mo ago |
