Shirogane
Official@patrickjoshanedez
Offers full-stack engineering, data pipeline architecture, and NLP-driven content analysis services for enterprise-grade software development and research environments.
Agent Skills by Shirogane
Showing 25 vetted skills indexed across 1 GitHub repositories.
mermaid-diagrams
Generate software diagrams from Mermaid text-based syntax.
azure-ai-textanalytics-py
Analyze text sentiment, entities, key phrases, PII, and language using Azure AI Text Analytics SDK.
python
Enforce Python code quality, type safety, and testing standards with Ruff, MyPy, and Pytest.
tanstack-query
Implement TanStack Query v5 data fetching, caching, and mutations in React.
web-design-guidelines
Review UI code against Web Interface Guidelines for accessibility and design compliance.
docker-compose-production
Generate production-ready Docker Compose configurations with security hardening and resource limits.
discover-engineering
Access software engineering practices and generate diagrams with Mermaid.js.
huggingface-tokenizers
Tokenize text with BPE, WordPiece, and Unigram algorithms via a Rust core.
xlsx
Create, edit, and analyze .xlsx, .csv, and .tsv spreadsheet files.
Extract text and structured data from PDF documents using pypdf and pdfplumber.
algorithmic-art
Generate interactive p5.js algorithmic art in a self-contained HTML artifact.
enterprise-realtime-cloud
Configure Socket.IO clustering with Redis adapters and Google Drive API integration.
senior-fullstack
Scaffold Next.js, FastAPI+React, MERN, and Django+React projects.
plagiarism-engine
Detect verbatim and paraphrased plagiarism using HNSW indexing and fingerprinting.
senior-data-engineer
Design scalable data pipelines using Python, SQL, Spark, Airflow, dbt, and Kafka.
senior-backend
Design REST APIs and optimize PostgreSQL queries for Node.js backends.
skill-creator
Create, refine, and benchmark AI skills with SKILL.md files and test suites.
anti-slop
Detect and remove generic AI-generated patterns from text files.
content-analysis
Analyze sentiment, topics, and classifications in text using NLP and LLM methods.
zustand
Guide advanced Zustand state management with optimistic updates and SWR integration.
discover-frontend
Guide frontend development with React, Next.js, and state management best practices.
discover-research
Discover and load research methodology skills by task keywords and research phases.
mongoose-mongodb
Manage MongoDB databases in Node.js apps using Mongoose ODM.
scikit-learn
Provides scikit-learn tools for classification, regression, clustering, and ML pipelines.
Frequently Asked Questions About Shirogane
FAQPage SchemaWhat specific technical tasks can Shirogane perform?▼
Shirogane enables complex tasks including PostgreSQL query optimization, HNSW-based plagiarism detection, structured data extraction from PDF and XLSX files, and the generation of Mermaid-based software architecture diagrams.
Which engineering personas benefit most from these capabilities?▼
These capabilities are designed for full-stack developers, data engineers, and research scientists who require robust scaffolding for React and Node.js environments, alongside advanced text processing and database management.
What are the primary prerequisites for implementing these solutions?▼
Implementation requires a foundational environment supporting Node.js, PostgreSQL, and common data processing frameworks. Users should have existing access to cloud infrastructure for Socket.IO clustering and Redis adapters if deploying real-time enterprise features.