ludo-technologies
- 10 skills
- 0 followers
- 8 hours ago last updated
- ▌ Testing · ludo-technologies bundlePython test-writing best practices covering test structure, fixtures, parametrization, and mocking with pytest. Use when writing, reviewing, or refactoring tests, adding test coverage, or working in tests directories and conftest.py.
- ▌ Tooling · ludo-technologies bundlePython development tooling configuration and best practices for ruff, mypy, pytest, pyscn, and uv. Use when setting up a Python project, configuring linters, formatters, type checkers, or test frameworks, or when editing pyproject.toml or tool config files.
- ▌ Data Science · ludo-technologies bundleNumPy and pandas best practices for data science and ML code covering vectorization, DataFrame indexing and mutation under Copy-on-Write, dtypes, schema validation with pandera, reproducible randomness, transformation style, array typing, and numeric testing. Use when writing, reviewing, or refactoring code that uses numpy, pandas, DataFrames, ndarrays, Jupyter notebooks, or data pipelines, or when the user asks about pandas/numpy performance or idioms.
- ▌ Coding Standards · ludo-technologies bundlePython coding standards and best practices covering error handling, performance optimization, async patterns, SOLID design principles, documentation, data validation, and object-oriented programming. Use when writing, reviewing, or refactoring Python code, or when the user asks about Python style, design, or best practices.
- ▌ Polyscan Fp Audit · ludo-technologiesRun polyscan against one JavaScript/TypeScript, Go, Rust or C++ repository and triage findings for false positives using sub-agents. Auto-files clear polyscan bugs as GitHub issues (with `auto-filed` label, dedup, rate limit) and accumulates cross-repo tuning patterns into draft files. Outputs a markdown report under `.polyscan/audit/results/`. Accepts a repo URL/path as argument, or auto-picks the next pending entry from `.polyscan/audit/queue.md`.
- ▌ Polyscan Repo Discovery · ludo-technologiesDiscover candidate JavaScript/TypeScript, Go, Rust and C++ repositories for polyscan false-positive auditing via WebSearch. Rotates languages and themes, mixes popular and obscure projects. Appends new candidates to `.polyscan/audit/queue.md`. Designed for periodic invocation.
- ▌ Refactoring · ludo-technologiesFind refactoring targets in JavaScript/TypeScript, Go, Rust, or C++ code using polyscan - duplicate code (clones), overly complex functions, and dead code. Use when user asks about refactoring, code duplication, complexity hotspots, unreachable code, or cleaning up a codebase.
- ▌ CLI Analysis · ludo-technologiesRun the polyscan command-line tool for code quality analysis of JavaScript/TypeScript, Go, Rust, and C++ - HTML/JSON/text reports, CI-friendly runs, and project configuration. Use when user wants a shareable report file, machine-readable results, or to configure polyscan for a project.
- ▌ Health Check · ludo-technologiesGet an overall code quality health score for JavaScript/TypeScript, Go, Rust, or C++ using polyscan. Use when user asks how healthy or good the code is, wants a quality overview, a grade, a summary of technical debt, or a before/after quality comparison.
- ▌ Architecture Review · ludo-technologiesAnalyze module architecture using polyscan - class coupling (CBO), class cohesion (LCOM4), instability metrics, and circular dependency detection. Use when user asks about architecture, module structure, coupling, or circular dependencies.