Agent Skills by Aionix
Showing 54 vetted skills indexed across 1 GitHub repositories.
an8079project-template
Generate project scaffolding with pre-configured directories and configuration files.
an8079devops-delivery
Automate Docker containerization and CI/CD deployment for Python applications.
an8079agent-eval
Design AI Agent evaluation systems with tasks, graders, and frameworks.
an8079tech-stack-detection
Identify project requirements and recommend frontend, backend, and database technologies.
an8079context-manager
Summarize dialogue history while retaining key entities, task states, and technical decisions.
an8079spec-writing
Generate project specification documents using a structured Markdown template.
an8079database-design
Design and optimize relational database schemas for PostgreSQL and MySQL.
an8079performance-tuning
Optimize application performance across concurrency, database, caching, and vector retrieval layers.
an8079user-profiling
Analyze behavioral data to create user profiles with interest tags and RFM segmentation.
an8079fine-tuning-with-trl
Fine-tune LLMs with SFT, DPO, PPO, and GRPO using the TRL library.
an8079prompt-engineering
Design, structure, and optimize prompts for Large Language Models.
an8079git-workflow
Manage Git workflows, branching strategies, and commit conventions.
an8079progress-tracking
Track project development progress with structured state files for session resumption.
an8079go-patterns
Guide Go programming patterns for interfaces, concurrency, context, and error handling.
an8079self-iterating
Manage autonomous iteration loops with user-defined conditions and maximum attempts.
an8079langgraph-workflows
Create multi-agent workflows with LangGraph, including supervisor-worker patterns and state persistence.
an8079code-review
Review Python scripts for style violations and error handling deficiencies.
an8079nlp-pipeline
Automate tokenization, NER, classification, summarization, sentiment analysis, and relation extraction.
an8079vector-search
Implement vector search with FAISS, Milvus, Qdrant, and Weaviate databases.
an8079fastapi-backend
Develop FastAPI backend APIs with routing, SQLAlchemy, and JWT authentication.
an8079graph-rag
Build and query Neo4j knowledge graphs with SPARQL for RAG systems.
an8079bioinformatics-manuscript-reviewer
Review bioinformatics manuscripts for scientific rigor and innovation.
an8079backend-patterns
Guide backend development with architectural patterns, RESTful API design, and error handling.
an8079api-design
Design RESTful APIs with OpenAPI specifications and HTTP standards.