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Model product UI actions from user intent questions after a meaningful outcome, completion, created resource, imported data, uploaded file, synced integration, report, deployment, automation, review state, handoff, or workflow milestone. Use when deciding which actions to show, hide, group, name,...
Technical documentation standards — document structure, writing style, file organisation, mermaid diagrams, and validation. Referenced by do-docs and tech-docs-writer.
SiYuan Note API for searching, reading, creating, and managing blocks and documents in a self-hosted knowledge base via curl.
Author in-repo SKILL.md: frontmatter, validator, structure.
Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
Runway deploy integration \u2014 AI video generation and creative AI\
Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.
Guides users in leveraging FFmpeg with Python for efficient video and audio processing, enhancing media manipulation capabilities.
Guides users in building scalable video processing pipelines using FFmpeg, OpenCV, and Modal.com for efficient workflows.
Every NASA Image and Video Library endpoint, plus a local SQLite mirror, FTS search, resumable bulk download,... Trigger phrases: `NASA images`, `NASA image library`, `images.nasa.gov`, `NASA Apollo photos`, `Mars rover images`, `NASA video captions`, `download NASA images`, `use nasa-images`, `r...
Document processing pipeline for large-scale leak analysis. Based on ICIJ's methodologies from Panama Papers, Paradise Papers, and Pandora Papers investigations. Coordinates between forensic validation (-1) and graph generation (+1).
Reference architecture for AppFolio property management integration.
Migrate between AppFolio API versions and handle endpoint changes.
Set up local development for AppFolio property management API integration.
Deploy AppFolio integration service to cloud infrastructure.
Drafts a U.S. financing commitment letter memorializing a lender's binding agreement to fund under specified economic terms, conditions precedent, and fees. Covers commercial real estate acquisition, construction, business expansion, and general commercial lending. Use when drafting loan commitme...
SKILL DE RISCO \u2014 AUDITOR DE RISCO EM LEIL\u00d5ES workflow skill. Use this skill when the user needs Analise de risco em leiloes de imoveis. Score 36 pontos, riscos juridicos/financeiros/operacionais, stress test 4 cenarios e ROI ponderado por risco and the operator should preserve the upstr...
Selects biomarker features from high-dimensional omics data using Boruta all-relevant selection, mRMR, LASSO/elastic-net, and stability selection, while controlling the leakage, irreproducibility, and correlated-feature traps that make most published signatures fail to replicate. Use when identif...
Validates predictive models on omics and biomedical data with nested cross-validation, group/batch/temporal-aware splits, the full data-leakage taxonomy, probability calibration, decision-curve net benefit, optimism correction, sample-size planning, and TRIPOD+AI reporting. Use when estimating mo...
End-to-end biomarker discovery workflow from expression data to validated biomarker panels. Covers feature selection with Boruta/LASSO, leakage-safe cross-validation, calibration, and SHAP interpretation. Use when building and validating diagnostic or prognostic biomarker signatures from omics data.
Fits structural equation models to GWAS summary statistics using GenomicSEM (Grotzinger 2019), including common-factor models, confirmatory factor models, ESEM, common-factor GWAS with Q_SNP heterogeneity, multivariate Wald tests, and stratified GenomicSEM partitioned heritability. Reconciles res...
Estimate SNP heritability and partition it across functional annotations, cell types, and loci from GWAS summary statistics or individual-level genotypes. Implements LDSC, stratified LDSC with the baseline-LD model, Finucane 2018 cell-type prioritization, LDAK SumHer, HDL, HESS local heritability...
End-to-end bulk RNA-seq orchestrator — takes raw FASTQ reads through QC and trimming (FastQC, fastp/Trim Galore), alignment and quantification (STAR, Salmon, featureCounts), assembles a gene-level counts matrix, then hands off to differential expression (pydeseq2), pathway/GSEA enrichment (pathwa...
Builds QSAR / QSPR models using chemprop D-MPNN, MolFormer, Uni-Mol, ChemBERTa, random forest baselines, and Gaussian processes with explicit handling of OECD 5 principles, applicability domain (kNN, leverage, conformal prediction, Mahalanobis), scaffold-balanced splits, ensemble uncertainty, cal...
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