Design and review PyLabRobot 0.2.1 liquid-handling protocols offline, with every physical device command locked behind an explicit operator safety gate.
Guides Claude through the `esm` Python SDK — ESM3 generation, ESM C embeddings, ESMFold2 folding, and Forge/Biohub hosted inference.
Guides Claude to build, register, debug, and run bioinformatics workflows on the Latch platform via the Python SDK, CLI, Nextflow, Snakemake, and Latch MCP.
Moves CPU-bound scientific Python to NVIDIA GPUs and proves the port is both correct and genuinely faster.
Writes and debugs TorchDrug 0.2.1 code for molecular property prediction, generation, retrosynthesis, protein encoders, and knowledge graph reasoning.
Version-aware guidance for PufferLib RL work — environment adaptation, vectorization, PuffeRL training, and safe checkpoint review across the 3.0.0 release and 4.0 source line.
A routing-style skill for installing, configuring, and building on Pi, the minimal terminal coding harness.
A skill for building, running and monitoring reproducible genomics workloads on DNAnexus with the dx CLI, dxpy, apps/applets and workflow importers.
Forces a collaborative requirements interview, 2–3 alternative designs, and a committed spec document before any code is written.
Official skill for scaffolding complex claude.ai artifacts with React, Tailwind, and shadcn/ui, then bundling them into a single HTML file.
Official skill that lets Claude drive and verify local web apps with Playwright, including screenshots and console logs.
Extracts business domains, flows, and process steps from a codebase and renders them as an interactive flow graph.
Turns your project's knowledge graph into a complete onboarding document covering architecture, file map, and complexity hotspots.
Answers questions about your codebase by selectively grepping a pre-built knowledge graph instead of loading it all.
An interactive, resumable eight-phase journey that measures, untangles, and speeds up a working-but-slow codebase while logging every decision in docs/.
A Clean Code review skill that scores your code 0-10 on naming, function size, error handling and tests, then lists the exact fixes to reach 10/10.
A skill for planning, rehearsing, and safely executing PostgreSQL schema migrations on live production tables without locking them up.
An opinionated playbook that teaches Claude how to build and tune vector similarity search, RAG, and semantic search on PostgreSQL with pgvector.
A reference skill that enforces PostgreSQL best practices for schema, data types, indexes, constraints, and partitioning.
Diagnoses and repairs repos that won't run, then standardizes onboarding docs and guarded commit/push/history workflows.