Ricardo Elias Roche
Community@ricardoroche · Brooklyn, NY
ML/AI Engineer
Agent Skills by Ricardo Elias Roche
Showing 29 vetted skills indexed across 1 GitHub repositories.
ricardorochepytest-patterns
Enforce pytest patterns for fixtures, parametrize, mocking, and async tests.
ricardorochedocstring-format
Enforce Google-style docstrings for Python functions and classes.
ricardorocheevaluation-metrics
Apply standardized metrics to LLM evaluation datasets for reproducible assessments.
ricardorochellm-app-architecture
Standardize asynchronous LLM API calls with streaming, retries, and token management.
ricardorocheobservability-logging
Automate JSON-structured logging and OpenTelemetry tracing for AI/LLM pipelines.
ricardorochegit-workflow-standards
Enforce conventional commits, branch naming, PR templates, and semantic versioning.
ricardorocheperformance-profiling
Profile Python CPU, memory, and async performance with cProfile and memory_profiler.
ricardorochemonitoring-alerting
Automate Prometheus/Grafana monitoring, alerting, and SLO/SLI definitions.
ricardorocheai-security
Detect prompt injection attempts in AI and LLM applications.
ricardorochetool-design-pattern
Enforce standardized AI tool design patterns with Pydantic schemas and error handling.
ricardorochepii-redaction
Redact PII from logs, error messages, and debug output.
ricardorocheagent-orchestration-patterns
Standardize Pydantic tool schemas and agent state for multi-agent orchestration.
ricardorocheopenspec-authoring
Enforce OpenSpec authoring conventions for proposals, tasks, and spec files.
ricardorochepydantic-models
Enforce Pydantic model patterns for API data validation and serialization.
ricardorochedocs-style
Enforce voice, clarity, and navigation patterns in documentation drafts.
ricardorochespec-templates
Generate Markdown templates for proposals, design docs, ADRs, READMEs, and changelogs.
ricardorochecode-review-framework
Apply a structured review framework to Python pull requests.
ricardorochepython-packaging
Automate Python packaging configuration in pyproject.toml for PyPI distribution.
ricardorocherag-design-patterns
Standardizes chunking, vector database integration, embedding management, and retrieval reranking for RAG pipelines.
ricardorochetype-safety
Enforce comprehensive type hints in Python code with mypy-compatible signatures.
ricardorochemodel-selection
Automate LLM model and provider selection with registry-driven configuration.
ricardorochefastapi-patterns
Enforces FastAPI endpoint patterns including dependency injection, authentication, validation, and error handling for API definitions.
ricardorochedependency-management
Automate Python dependency management with uv, Poetry, or pip.
ricardorocheprompting-patterns
Automate prompt engineering with structured templates, few-shot examples, and injection prevention.