spata2-docs-local
SPATA2 ็ฉบ้ด่ฝฌๅฝ็ปๅญฆๅๆๅทฅๅ ทๅ - 100%่ฆ็414ไธชๆ ธๅฟๆไปถ๏ผ388ไธชAPIๅ่+25ไธชๆ็จ+1ไธชไธป้กต๏ผ
SPATA2 ็ฉบ้ด่ฝฌๅฝ็ปๅญฆๅๆๅทฅๅ ทๅ - 100%่ฆ็414ไธชๆ ธๅฟๆไปถ๏ผ388ไธชAPIๅ่+25ไธชๆ็จ+1ไธชไธป้กต๏ผ
BANKSY spatial transcriptomics analysis tool - complete documentation with precise file name-based categorization
Phase 3 of MIP pipeline - Cluster all metaphor annotations into 4 major CMT systems, with quantitative analysis.
evidence-scoutใฎ็ตๆใๅใใ็ ็ฉถใฎใฃใใใไฝ็ณป็ใซใใใใณใฐใใ ๆฐ่ฆๆงใฎ้ซใ็ ็ฉถๆฉไผใ็นๅฎใปในใณใขใชใณใฐใใใEHR-RWDใฎๅชไฝๆงใๆดปใใใๅทฎๅฅๅใใคใณใใๆ็ขบๅใ
Process genome assembly datasets for VEuPathDB resources
Deep methodology knowledge for ML-NMR including IPD/AgD integration, population adjustment, numerical integration, and prediction to target populations. Use when conducting or reviewing ML-NMR analyses.
This skill should be used when the user asks to analyze BAM/SAM/CRAM alignment files from WGS/WES sequencing. Triggers include requests to extract reads from specific regions, identify insertions and deletions, calculate coverage statistics, or export read data as JSON for downstream analysis.
Group sequential design methods for interim analyses, alpha spending, and futility stopping. Use when designing trials with interim looks or implementing spending functions.
Optimizing segmentation feature extraction, SOM clustering, and spatial analysis for multiplex immunofluorescence imaging with cell compartment and ECM features
Best practices for writing efficient, clean Stan programs
Convert verbose memories to SSL v0.2 format - I am encoder AND decoder
Deep methodology knowledge for network meta-analysis including transitivity, consistency assessment, treatment rankings, and model selection. Use when conducting or reviewing NMA.
Face alignment, landmark extraction, and quality gating. Use when debugging alignment issues, reviewing rejected faces, or tuning quality thresholds.
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
Match essential genes in target genome using orthology and literature
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.