GitHub
reactive-state-expert
Expert on FLUI's reactive state management with signals, hooks, and effects. Use when discussing state, signals, use_signal, use_effect, reactivity, or data flow.
☆ 1View skill
Databases AI Skills
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GitHub
flui-architecture-expert
Expert on FLUI's three-tree architecture (View-Element-Render), widget composition, and Flutter-inspired patterns. Use when discussing views, elements, render objects, widget trees, or UI architecture.
☆ 1View skill
GitHub
rust-performance-analyzer
Analyzes Rust code for performance bottlenecks, memory inefficiencies, and optimization opportunities. Use when discussing performance, slow code, memory usage, profiling, benchmarks, or optimization.
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GitHub
pandoc-converter
Convert documents between formats using Pandoc. Use when the user asks to convert files between formats like markdown, docx, html, pdf, latex, epub, rtf, csv, xlsx, or pptx. Triggers on requests like "convert t...
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GitHub
article-extractor
Extract clean article content from URLs and save as markdown. Triggers when user provides a webpage URL and wants to download it, extract content, get a clean version without ads, capture an article for offline...
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GitHub
using-spacy-nlp
Industrial-strength NLP with spaCy 3.x for text processing and custom classifier training. Use when "installing spaCy", "selecting model for nlp" (en_core_web_sm/md/lg/trf), "tokenization", "POS tagging", "name...
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GitHub
torch-geometric
Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for geometric deep learning.
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GitHub
pymatgen
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.
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GitHub
rdkit
Modern RDKit workflows for cheminformatics, including molecular fingerprints, drawing, and property calculations. Use when working with molecules, SMILES, molecular fingerprints (Morgan, ECFP, RDKit, atom pairs...
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GitHub
mol-ml
Machine learning workflows for molecular data. Use when building ML models with molecules, splitting datasets, selecting fingerprints for ML, avoiding data leakage, or doing scaffold-based train/test splits. Co...
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GitHub
pkg-mgmt
Python package and environment management using uv and mamba. Use when installing packages, creating virtual environments, setting up new projects, or managing dependencies. NOT for general Python coding questi...
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GitHub
alias-scripts
Export rc file aliases into executable scripts so non-interactive shells and agents can use them, with backups and restore.
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GitHub
cash-flow-analysis
Specialized skill for analyzing company Cash Flow Statements (Statement of Cash Flows). Use when evaluating a company's cash generation (Operating Activities), capital allocation (Investing Activities), and fin...
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GitHub
income-statement-analysis
Analyze income statements (P&L statements) to assess company financial performance. Use when evaluating revenue quality, margins (gross, operating, net), expense structure, profitability trends, or comparing fi...
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GitHub
balance-sheet-analysis
Analyze balance sheets to assess company financial health, liquidity, and solvency. Use when evaluating assets, liabilities, shareholders' equity, debt levels, working capital, or financial position. Triggers o...
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GitHub
financial-charts
Create professional financial charts and visualizations using Python/Plotly. Use when building Sankey diagrams (income statement flows, revenue breakdowns), waterfall charts (profit walkdowns, revenue bridges),...
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GitHub
doherty-threshold
Mantén tiempos de respuesta bajo 400ms para mantener la atención del usuario. Use cuando optimice performance, diseñe feedback de carga, o evalúe latencia percibida.
☆ 1View skill
GitHub
endowment-effect
Las personas valoran más lo que poseen. Use cuando diseñe trials, personalizaciones, colecciones, o cualquier sistema donde usuarios "posean" algo digital.
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GitHub
paradox-of-choice
Demasiadas opciones pueden paralizar y reducir satisfacción. Use cuando diseñe menús, catálogos, configuraciones, o cualquier sistema con múltiples opciones.
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GitHub
universal-design
Diseño que funciona para todos sin necesidad de adaptación. Use cuando diseñe productos para audiencias diversas o cuando busque máximo alcance.
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GitHub
spec-interviewer
Realiza entrevistas profundas para extraer especificaciones completas de proyectos
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GitHub
nielsen-match-real-world
Asegura que el sistema use lenguaje y conceptos familiares para los usuarios. Use cuando escriba copy, diseñe iconografía, o estructure información para que coincida con modelos mentales del usuario.
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GitHub
postels-law
Sé conservador en lo que envías, liberal en lo que aceptas. Use cuando diseñe validaciones de formularios, APIs, o maneje inputs de usuario.
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GitHub
kiss-principle
Keep It Simple, Stupid - evita complejidad innecesaria. Use cuando diseñe interfaces, arquitectura, o tome decisiones que afecten la simplicidad del sistema.
☆ 1View skill
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