Data

Blender 헤드리스 게임 에셋 파이프라인.

CI/CD pipeline patterns with GitHub Actions, GitLab CI, build automation, deployment strategies, and infrastructure as code.

Secure credential handling using macOS Keychain.

Implements backend features — database schema, GraphQL resolvers, API endpoints, data pipelines

Use when executing n8n workflows, checking workflow status, or retrieving execution data.

Quality control metrics for ATAC-seq data including fragment size distribution, TSS enrichment, FRiP, and library complexity.

Detect transcription factor binding sites through footprinting analysis in ATAC-seq data using TOBIAS.

Extract nucleosome positions from ATAC-seq data using NucleoATAC, ATACseqQC, and fragment analysis.

Preprocesses cell-free DNA sequencing data including adapter trimming, alignment optimized for short fragments, and UMI-aware duplicate removal using fgbio.

De novo motif discovery and known motif enrichment analysis using HOMER and MEME-ChIP.

Load, convert, and manipulate Hi-C contact matrices using cooler format.

Visualize Hi-C contact matrices, TADs, loops, and genomic features using matplotlib, cooltools, and HiCExplorer.

Detect chromatin loops and point interactions from Hi-C data using cooltools, chromosight, and HiCCUPS-like methods.

Re-scan the current project's backend architecture and update the running factory visualization

Generate a time-lapse visualization of architecture evolution through git history

Load automatically when planning, researching, or implementing Medusa Admin dashboard UI (widgets, custom pages, forms, tables, data loading, navigation).

Load automatically when planning, researching, or implementing Medusa storefront features (calling custom API routes, SDK integration, React Query patterns…

Debug and diagnose Thread mesh networks and OpenThread Border Routers.

Increase LLM output diversity without retraining by asking the model to generate N responses with probabilities, then sampling from that distribution.

Fetches and summarizes recent arXiv and Hugging Face papers with Agentic Paper Digest.

Handles backend integration using best practices like expo/fetch and React Query.

Use when the user says 'API integration', 'connect APIs', 'sync data', 'API to API', 'integrate with', or needs to build a reliable connection between two…

Configure Apollo.io CI/CD integration.

Deploy Apollo.io integrations to production.