CI/CD publishing workflow for npm packages using Changesets + npm Trusted Publishers (OIDC).
Prepare a repository for public release by removing development residue and dead paths, consolidating documentation, tightening…
Publish Markdown articles to Substack as drafts.
HIPAA-specific entrypoint for healthcare privacy and security work.
AI-native lead intelligence and outreach pipeline.
Triage and answer review comments on a pull request: classify each as blocking, advisory or false positive, fix the blocking ones inside…
Master skill bundle for InsightPulseAI. Covers Azure resource constants (ipai-resource-map), Odoo 18 CE development conventions…
You are an expert Rails Pundit policy test developer.
Build React applications for PWA Kit — hooks, composition, SSR, Commerce SDK integration, Chakra UI components, getProps data fetching…
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format…
Use when measuring whether a PR introduces *new* pyright errors in touched files (as opposed to the repo's long-standing baseline).
Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for…
Python data processing pipelines with modular architecture.
SQLAlchemy and database patterns for Python.
Python development guidance with code quality standards, error handling, testing practices, and environment management.
Complete Python Cloudflare deployment system.
Structure Python projects for distribution with pyproject.toml, src layouts, dependency management, and publishing workflows.
Deep learning framework (PyTorch Lightning).
High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal…
Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework.
Browser-based QA combining Chrome MCP control with Python analysis tools.