scvelo-complete
scVelo RNA้ๅบฆๅๆๅทฅๅ ทๅ - 100%่ฆ็ๆๆกฃ๏ผ78ไธชๆไปถ๏ผๅฎๆดAPI+ๆ็จ+ๅจๆๅปบๆจก+ๅฏ่งๅ๏ผ
scVelo RNA้ๅบฆๅๆๅทฅๅ ทๅ - 100%่ฆ็ๆๆกฃ๏ผ78ไธชๆไปถ๏ผๅฎๆดAPI+ๆ็จ+ๅจๆๅปบๆจก+ๅฏ่งๅ๏ผ
scGLUE ๅ็ป่ๅค็ปๅญฆๆฐๆฎๆดๅๅทฅๅ ทๅ - 100%่ฆ็ๆๆกฃ๏ผๅฎๆดAPI+ๆ็จ+ๆฐๆฎๆดๅ+ๅพ่ฐฑๅๆ๏ผ
Comprehensive guide to phylogenetic tree building methods including distance-based (UPGMA, Neighbor-Joining), maximum likelihood (RAxML, IQ-TREE), and Bayesian inference (MrBayes). Covers multiple sequence alignment, distance matrices, bootstrap analysis, consensus methods, tree formats (Newick, Nexus), and tree comparison metrics. Includes implementation patterns for tree visualization and evaluation.
Comprehensive skill for working with Balkan Family Tree JS libraries (V1 and V2). Use when creating family tree visualizations, genealogy applications, org charts with family relationships, or when migrating between library versions. Covers initialization, data structures, templates, events, node manipulation, and V1โV2 migration patterns.
Phase 2 of MIP pipeline - Orchestrate parallel annotation of all 9 chapters using subagents. Each chapter analyzed independently for metaphors.
Seurat ๆๆกฃๆฌๅฐ้ๅ๏ผSatija Lab docs๏ผๅ ๅซ seurat/ ๅญ็ฎๅฝไธ archive๏ผ
Patterns for hierarchical/multilevel Bayesian models including random effects, partial pooling, and centered vs non-centered parameterizations.
Advanced visibility analysis using head pose, face mesh, and temporal patterns. Use for face-visible vs body-only breakdowns.
Helps construct RwEq (rewrite equivalence) proofs using transitivity, congruence, and canonical lemmas from the LND_EQ-TRS system. Use when proving path equalities, working with quotients, or establishing rewrite equivalences in the ComputationalPaths library.
Execute the complete dsRNA design workflow with human confirmation at each step
Python-based single cell analysis using Scanpy for .h5ad files in conda scanpy environment
This skill should be used when the user asks to analyze, filter, or inspect VCF/BCF variant files from WGS/WES sequencing. Triggers include requests to calculate variant statistics, filter variants by quality/depth/frequency, extract variants from specific chromosomes or regions, or export variant data as JSON for downstream analysis.
scArches ๅ็ป่ๆทฑๅบฆๅญฆไน ๅ่ๅพ่ฐฑๆกๆถ - 100%่ฆ็ๆๆกฃ๏ผ26ไธชHTMLๆไปถ๏ผๅ ๅซๅฎๆดAPIใๆ็จใๆจกๅ่ฎญ็ปใๅคๆจกๆๆดๅ๏ผ
Liana-py ็ป่ไบไฝๅๆๅทฅๅ ทๅ - 100%่ฆ็ๆๆกฃ๏ผ60ไธชๆ ธๅฟๆไปถ+72ไธชๅพ็ๆไปถ๏ผ
GPU-accelerated correlation matrix computation with persistent SQLite caching to eliminate bottleneck at correlation calculation during symbol selection
Organ Axis tutorial docs - 100%่ฆ็ๆๆกฃ๏ผๆจกๅๅบ็จ+ๅ ฌๅผ+ๆณจ้้ๆ ท+ๆ็จ)
Fill gaps between checkpoints using hybrid GPS (70%) + address (30%) template matching with high confidence
Download CDS sequences from NCBI RefSeq for a target species
Orquesta analisis semantico del vault (conceptos, grafo, embeddings y busqueda) con procesamiento por lotes y manejo de errores.
Statistical genetics toolkit for fine-mapping (SuSiE), LD score regression (LDSC), and TWAS simulation, with support for GWAS summary statistics, heritability estimation, genetic correlations, and publication-ready reports
Diagnose and fix broken bone/blend shape/annotation mappings on 3D characters. Analyzes model data, compares against presets, extracts animation data, and generates corrected mappings. Use when annotations don't work, AUs don't animate correctly, or importing new character models. Primary focus on skeletal-only models like the Betta fish.
Trial Sequential Analysis for meta-analyses with information size calculations
ๅ็ป่ๅๆๆไฝณๅฎ่ทต้ๅ - 100%ๅฎๆด่ฆ็๏ผ410ไธชๆไปถ๏ผ407ไธชHTMLๆๆกฃ+3ไธช้กน็ฎๆๆกฃ๏ผ