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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 2161 | 2161.Bio Rnaseq Qc RNA-seq specific quality control including rRNA contamination detection, strandedness verification, gene body coverage, and transcript integrity metrics. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.1k | Automated safety check: Pass | No licence | 2 mo ago |
| 2162 | Integrate multiple scRNA-seq samples/batches using Harmony, scVI, Seurat anchors, and fastMNN. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.4k | Automated safety check: Pass | No licence | 2 mo ago |
| 2163 | Automated cell type annotation using reference-based methods including CellTypist, scPred, SingleR, and Azimuth for consistent, reproducible cell labeling. | FreedomIntelligence/ | 3.1k | 1 repo | ~2k | Automated safety check: Pass | No licence | 2 mo ago |
| 2164 | Dimensionality reduction and clustering for single-cell RNA-seq using Seurat (R) and Scanpy (Python). | FreedomIntelligence/ | 3.1k | 1 repo | ~2k | Automated safety check: Pass | No licence | 2 mo ago |
| 2165 | Find marker genes and annotate cell types in single-cell RNA-seq using Seurat (R) and Scanpy (Python). | FreedomIntelligence/ | 3.1k | 1 repo | ~2.2k | Automated safety check: Pass | No licence | 2 mo ago |
| 2166 | Analyze multi-modal single-cell data (CITE-seq, Multiome, spatial). | FreedomIntelligence/ | 3.1k | 1 repo | ~1.7k | Automated safety check: Pass | No licence | 2 mo ago |
| 2167 | Analyze cell-cell communication in spatial transcriptomics data using ligand-receptor analysis with Squidpy. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.4k | Automated safety check: Pass | No licence | 2 mo ago |
| 2168 | Estimate cell type composition in spatial transcriptomics spots using reference-based deconvolution. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.5k | Automated safety check: Pass | No licence | 2 mo ago |
| 2169 | Identify spatial domains and tissue regions in spatial transcriptomics data using Squidpy and Scanpy. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.1k | Automated safety check: Pass | No licence | 2 mo ago |
| 2170 | Build spatial neighbor graphs for spatial transcriptomics data using Squidpy. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.6k | Automated safety check: Pass | No licence | 2 mo ago |
| 2171 | Quality control, filtering, normalization, and feature selection for spatial transcriptomics data. | FreedomIntelligence/ | 3.1k | 1 repo | ~2k | Automated safety check: Pass | No licence | 2 mo ago |
| 2172 | Compute spatial statistics for spatial transcriptomics data using Squidpy. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.8k | Automated safety check: Pass | No licence | 2 mo ago |
| 2173 | Visualize spatial transcriptomics data using Squidpy and Scanpy. | FreedomIntelligence/ | 3.1k | 1 repo | ~2k | Automated safety check: Pass | No licence | 2 mo ago |
| 2174 | Analyze BCR repertoires for somatic hypermutation, clonal lineages, and B cell phylogenetics using the Immcantation framework. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.5k | Automated safety check: Pass | No licence | 2 mo ago |
| 2175 | Analyze single-cell TCR and BCR data integrated with gene expression using scirpy. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 2 mo ago |
| 2176 | Guide Claude through omicverse's bulk RNA-seq DEG pipeline, from gene ID mapping and DESeq2 normalization to statistical testing, visualization, and pathway enrichment. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 2 mo ago |
| 2177 | 2177.Deep Research Execute autonomous multi-step deep research on any topic. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 2 mo ago |
| 2178 | 2178.Scholar Brainstorm Generate research questions from existing materials — codebooks, survey questionnaires, datasets, or published papers/abstracts. | joshzyj/ | 168 | — | ~4.2k | Automated safety check: Pass | Unknown | 23 days ago |
| 2179 | 2179.Citation Network Explore citation relationships around a known paper to find related work, cited papers, and citing papers. | ymx10086/ | 312 | — | ~200 | Automated safety check: Pass | Unknown | 6 mo ago |
| 2180 | 2180.Goosetown Writer Synthesizes scattered research, scratch files, and work logs into durable knowledge artifacts — GUIDES, PLANS, or research syntheses. | aaif-goose/ | 155 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 2181 | 2181.Peer Review Run an independent peer review via Codex. An agent skill from tobihagemann/turbo. | tobihagemann/ | 408 | — | ~1.7k | Automated safety check: Pass | MIT | 2 days ago |
| 2182 | 2182.Review Plan Review a plan by running internal reviews and a peer review in parallel and returning combined findings. | tobihagemann/ | 408 | — | ~2k | Automated safety check: Pass | MIT | 2 days ago |
| 2183 | Use Boltz2 NIM for biomolecular structure prediction and binding affinity. | NVIDIA/ | 3.6k | 1 repo | ~1.4k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 2184 | Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages. | rongxinzy/ | 154 | 2 repos | ~924 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 2185 | 2185.Nature Workflow A skill your agent uses when the user explicitly asks for Nature Skills, nature-skills, Nature style, Nature-style, Nature Communications, Nature-family, CNS, high-impact journal, or Springer Nature… | ZimoLiao/ | 577 | — | ~1.4k | Automated safety check: Pass | MIT | 16 days ago |
| 2186 | Simulation-based sample-size planning for neuroimaging studies using effect-size maps | NeuroAIHub/ | 1.1k | — | ~5.2k | Automated safety check: Pass | AGPL-3.0 | 9 days ago |
| 2187 | 2187.Verify Skill Interactive skill verification — assess accuracy of parameters, citations, and methodology through structured expert review | NeuroAIHub/ | 1.1k | — | ~3.2k | Automated safety check: Pass | AGPL-3.0 | 9 days ago |
| 2188 | 2188.Searching Literature Scopus relevance search (main) enriched with OpenAlex abstracts and OA links, via the rp tools pipeline | wentorai/ | 858 | — | ~1.2k | Automated safety check: Pass | Unknown | 1 mo ago |
| 2189 | Use parallel subagents to scale large reviews, with an honest model of where the speedup actually comes from (LLM reasoning, not API throughput) | wentorai/ | 858 | — | ~3k | Automated safety check: Pass | Unknown | 1 mo ago |
| 2190 | 2190.Traversing Citations Backward (references) and forward (citing papers) traversal via OpenAlex, with relevance filtering and deduplication | wentorai/ | 858 | — | ~1.3k | Automated safety check: Pass | Unknown | 1 mo ago |
| 2191 | 2191.Cbioportal Database Query cBioPortal for cancer genomics data including somatic mutations, copy number alterations, gene expression, and survival data across hundreds of cancer studies. | LeonChaoX/ | 944 | 1 repo | ~3.3k | Automated safety check: Pass | LGPL-3.0 | 2 mo ago |
| 2192 | 2192.Gnomad Database Query gnomAD (Genome Aggregation Database) for population allele frequencies, variant constraint scores (pLI, LOEUF), and loss-of-function intolerance. | LeonChaoX/ | 944 | 1 repo | ~3.1k | Automated safety check: Pass | CC0-1.0 | 2 mo ago |
| 2193 | 2193.Jaspar Database Query JASPAR for transcription factor binding site (TFBS) profiles (PWMs/PFMs). | LeonChaoX/ | 944 | 1 repo | ~3k | Automated safety check: Pass | CC0-1.0 | 2 mo ago |
| 2194 | 2194.Academic Aio A skill your agent uses when a medical AI paper should be found and cited by AI search engines and RAG tools. | Aperivue/ | 333 | — | ~4.8k | Automated safety check: Pass | MIT | 6 days ago |
| 2195 | 2195.Add Journal A skill your agent uses when a target journal has no profile yet. | Aperivue/ | 333 | — | ~2.6k | Automated safety check: Pass | MIT | 6 days ago |
| 2196 | 2196.Author Strategy A skill your agent uses when analyzing a researcher's publication record from PubMed. | Aperivue/ | 333 | — | ~2k | Automated safety check: Pass | MIT | 6 days ago |
| 2197 | 2197.Calc Sample Size A skill your agent uses when planning how many patients or cases a study needs before data collection (power analysis, IRB justification). | Aperivue/ | 333 | — | ~2.9k | Automated safety check: Pass | MIT | 6 days ago |
| 2198 | 2198.Cross National A skill your agent uses when comparing an exposure-outcome association across countries with parallel national surveys (KNHANES, NHANES, CHNS). | Aperivue/ | 333 | — | ~2.4k | Automated safety check: Pass | MIT | 6 days ago |
| 2199 | 2199.Define Variables A skill your agent uses when exposure, outcome, covariate or eligibility definitions and cutoffs need a citable basis before the protocol. | Aperivue/ | 333 | — | ~1.9k | Automated safety check: Pass | MIT | 6 days ago |
| 2200 | 2200.Deidentify A skill your agent uses when clinical data may contain PHI and must be de-identified before any LLM-assisted analysis. | Aperivue/ | 333 | — | ~3.4k | Automated safety check: Pass | MIT | 6 days ago |
| 2201 | 2201.Fulltext Retrieval A skill your agent uses when you need full-text PDFs for a list of DOIs, such as a meta-analysis screening set. | Aperivue/ | 333 | — | ~1.9k | Automated safety check: Pass | MIT | 6 days ago |
| 2202 | 2202.Intake Project A skill your agent uses when starting or inheriting a radiology research project and need to know what it is. | Aperivue/ | 333 | — | ~1.6k | Automated safety check: Pass | MIT | 6 days ago |
| 2203 | 2203.Replicate Study A skill your agent uses when applying a published cohort study's methodology to a different database. | Aperivue/ | 333 | — | ~1.7k | Automated safety check: Pass | MIT | 6 days ago |
| 2204 | 2204.Setup Medsci A skill your agent uses when a skill fails for a missing tool or the environment needs checking. | Aperivue/ | 333 | — | ~960 | Automated safety check: Pass | MIT | 6 days ago |
| 2205 | Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs. | pedrohcgs/ | 1.7k | — | ~6.4k | Automated safety check: Notes | MIT | 14 days ago |
| 2206 | 2206.Review Paper Comprehensive manuscript review with three modes: single-pass (default), --adversarial critic-fixer loop, and --peer [journal] simulated peer-review pipeline (editor + 2 dispositioned referees +… | pedrohcgs/ | 1.7k | — | ~7.3k | Automated safety check: Pass | MIT | 14 days ago |
| 2207 | 2207.Generate Report Consolidates literature review, idea discovery, refined proposal, experiment plan, experiment results, and automated review into a single NARRATIVEREPORT.md that is rich enough to drive the… | GRIND-Lab-Core/ | 106 | — | ~2.2k | Automated safety check: Notes | No licence | 5 mo ago |
| 2208 | 2208.Abaqus Master skill for Abaqus FEA scripting. An agent skill from Cai-aa/CAE-Agent-Hub. | Cai-aa/ | 1k | — | ~1.5k | Automated safety check: Pass | MIT | 11 days ago |