GitHub
implementation-workflow
TDD workflow for implementing features
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Databases AI Skills
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GitHub
critical-review
Critical and uncompromising review of work done
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GitHub
rust-trading-development
Specific rules for trading feature development
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GitHub
ui-design
Designing premium user interfaces with egui
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GitHub
documentation
Keep project documentation up to date
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GitHub
hpc-cluster
Run jobs on CU Boulder CURC HPC cluster (Alpine). Use when simulations need more compute than the local workstation, for large-scale parallel jobs, or when GPU resources are needed beyond local availability. Yo...
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GitHub
materials-database
Query materials databases for structures and properties. Use when asked to get crystal structures, material properties, phase diagrams, or thermodynamic data. Primary source is Materials Project, with NIST, Pub...
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GitHub
lammps-simulation
Run LAMMPS molecular dynamics simulations. Use when asked to run MD simulations, energy minimization, equilibration, production runs, or calculate properties like diffusion, RDF, MSD. Supports both CPU and GPU...
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GitHub
quantum-espresso
Run Quantum ESPRESSO DFT calculations. Use when asked to perform first-principles calculations, SCF, structural relaxation, band structure, DOS, phonons, or any ab initio quantum mechanical calculation.
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GitHub
data-analysis
Analyze simulation data and compute properties. Use when asked to parse LAMMPS/QE output, calculate diffusion coefficients, RDF, MSD, energies, or generate plots and visualizations.
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GitHub
resource-acquisition
Find and acquire computational science resources autonomously. Use when you need force field parameters, pseudopotentials, crystal structures, or any other scientific data. You are a researcher - you find what...
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GitHub
literature-search
Search and retrieve scientific literature. Use when asked to find papers, research a topic, find citations, get paper abstracts, or conduct literature reviews. Accesses Semantic Scholar, arXiv, and other academ...
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GitHub
jean-claude-cli
Expert guide for Jean Claude CLI - a sophisticated AI orchestration framework featuring two-agent workflows, event sourcing, coordinator pattern with ntfy.sh, agent note-taking, mailbox communication, and real-...
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GitHub
jean-claude-dev
Development guide for working on the Jean Claude project itself. Use this skill when making changes to Jean Claude's source code, tests, documentation, or architecture. This skill provides project-specific test...
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GitHub
agent-tuning
Configure and optimize AI coding agents (OpenCode/Claude). Use when setting up or improving agent behavior.
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GitHub
pr-review
Review pull requests for code quality, security, and conventions. Use when reviewing PRs or preparing code for review.
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GitHub
ml-experiment
Track ML experiments with proper logging and reproducibility. Use when training models or running experiments.
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GitHub
python-venv
Manage Python virtual environments and dependencies. Use when setting up projects or installing packages.
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GitHub
git-commit
Create conventional commit messages. Use when committing changes or writing commit messages.
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GitHub
issue-triage
Triage and manage GitHub issues. Use when reviewing issues or planning work.
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GitHub
python-development
Use when writing Python code for clean, performant, and idiomatic implementations
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GitHub
quality-engineering
Use when designing test strategies, implementing test automation, or establishing QA processes
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GitHub
verification-checklist
Use before marking any task complete to ensure all requirements are met
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GitHub
git-workflow
Use when managing Git branches, creating commits, or preparing pull requests
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.