Explorar skills

Process, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images.

API + Python SDK for ordering cell-free protein expression and binding assays. Submit sequences for expression (10–100 µg), measure binding affinity (KD) against targets, track status, and retrieve results programmatically — no wet-lab setup. Built for ML-guided directed evolution and antibody/nanobody optimization. Requires Adaptyv account and API key.

Analyzes base editing and prime editing outcomes including editing efficiency, bystander edits, and indel frequencies. Use when quantifying CRISPR base editor results, comparing ABE vs CBE efficiency, or assessing prime editing fidelity.

Best practices and patterns for Next.js App Router, Server Actions, and Routing in this project.

Geração de imagens, vídeos e músicas por IA, com suporte para Flux, Veo 3.1 e Suno V5.

Augmented Lagrangian method for constrained optimization. Handles convex QP, smooth NLP, and basic non-convex problems. Trigger on: constrained optimization, KKT conditions, Lagrange multipliers, penalty methods, equality/inequality constraints.

Build full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or pasted text. Use whenever the user asks to translate or read a paper, make 中英文对照/原文对照/全文翻译解读, extract figures or tables into the right positions, preserve figure/table placement near relevant prose, or keep exact source anchor

Parse trial protocols and patient data to produce criterion-level MET/NOT/UNKNOWN determinations with evidence and gaps for clinical trial screening tasks.

Port PyTorch / CUDA diffusion, transformer, LLM, audio, or 3D models to Apple MLX for Apple-Silicon inference. Invoke whenever the user is working on an MLX port — scaffolding a `-mlx` fork, translating attention / RoPE / VAE / norm layers, setting up PyTorch vs MLX parity tests, diagnosing wrong numerics (black images, cyan textures, gray output, garbage tokens, shape-safe silent failures), picki

Detect, date, and contextualize whole-genome duplication (WGD / paleopolyploidy) events using wgd v2 (Chen & Zwaenepoel 2024), KsRates (Sensalari 2022 substitution-rate-corrected Ks dating), DupGen_finder (Qiao 2019), MAPS (Li 2018 phylogenomic), POInT (Conant 2008 ordered-block), SLEDGe (2024 ML-based), Whale.jl (Bayesian DTL+WGD), and synteny-anchored paranome construction. Use when identifying

Upgrade existing websites and apps to premium quality by auditing current design and applying high-end standards. Use when the user wants to redesign, "make it look more professional", "upgrade the design", or remove generic AI aesthetics from an existing project.

Automatically draft commit messages by analyzing git status and staged changes