Krzysztof Sopyła
Community@ksopyla · Poland
Ph.D., NLP researcher, data scientist, and entrepreneur. Author of prof. Torchenstein's Pytorch course.
Agent Skills by Krzysztof Sopyła
Showing 15 vetted skills indexed across 2 GitHub repositories.
ksopylalanggraph-example-implementation
Implement LangGraph and FastAPI example applications with typed state and nodes.
ksopylagit-workflow
Enforce Git workflow conventions for branch naming, commit messages, and pull requests.
ksopylaagent-tools-and-platforms
Provide guidance on agentic platforms, orchestration frameworks, agent runtimes, memory libraries, voice frameworks, durable execution engines, sandboxing solutions, and protocol standards.
ksopylaagent-patterns-advisor
Advise on agentic system architecture design and implementation patterns.
ksopyladocker-debugger
Inspect container status, logs, and network connectivity in Docker Compose setups.
ksopylaruntime-verifier
Execute health checks, HTTP requests, and log inspections on Docker services.
ksopylatester
Automate unit, API, and end-to-end tests for Python code changes.
ksopylaexample-readme-writer
Generate READMEs and documentation using structured templates and Mermaid diagrams.
ksopylaengineering-tracker
Automate CHANGELOG.md updates with engineering change records.
ksopylaexample-scaffolder
Automate project setup and README generation for multi-agent system examples.
ksopylapytorch-architecture
Guide PyTorch neural network design with tensor shape sketching and memory analysis.
ksopylaengineering-change-tracking
Update CHANGELOG.md, active_todos.md, and git commit messages for Concept Encoder code changes.
ksopylaresearch-methodology
Guide hypothesis selection, baselines, and decision criteria for Concept Encoder research.
ksopylaexperiment-tracking
Record machine learning experiment metadata with Git and WandB integration.
ksopylahuggingface-project
Upload model checkpoints and generate model cards on the Hugging Face Hub.