GitHub
mermaid-generator
Mermaid diagram generation expert. Activate when: - User asks to create flowcharts, sequence diagrams, or architecture diagrams - User mentions "mermaid", "diagram", "visualize flow", "sequence diagram" - Need...
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ms-ag-ui
Use when building web interfaces for Microsoft Agent Framework agents. Triggers: "AG-UI", "agent UI", "agent web interface", "SSE streaming", "human-in-the-loop UI". NOT for: CLI-only agents or backend-only imp...
GitHub
agentsdb-patterns
Use when implementing self-learning agent workflows. Triggers: "agent learning", "trajectory", "pattern recognition", "AgentDB", "self-learning agent". NOT for: Basic agent operations without learning requireme...
GitHub
ms-workflows
Use when building multi-agent workflows with Microsoft Agent Framework. Triggers: "workflow builder", "sequential workflow", "concurrent agents", "handoff", "group chat", "magentic". NOT for: Single-agent scena...
GitHub
context-loader
Tiered context management for multi-agent workflows. Use when: - Starting a new session and need to load project context - Context window approaching capacity (>70% usage) - Switching between different parts of...
GitHub
c4-generator
C4 architecture diagram expert. Activate when: - User asks for architecture documentation - User mentions "C4 model", "system context", "container diagram", "component diagram" - Need to document system archite...
GitHub
jj-expert
Use when working with Jujutsu (jj) version control. Triggers: "jj", "jujutsu", "revset", "bookmark", "rebase in jj", "jj workflow". NOT for: Standard git operations (use git commands directly).
GitHub
unit-testing
Guide for writing pytest unit tests for the airline-discount-ml project. Use when asked to create, run, or debug Python unit tests for models, data access, or agents.
GitHub
run-synth-server
Instructions for starting the MCP Synth server (FastAPI) for synthetic data generation and tools.
GitHub
generate-dataset-synth
Instructions for generating synthetic airline data with Synth CLI and loading it into SQLite.
GitHub
install-synth
Instructions for installing the Synth CLI (synthetic data generator) on macOS or Windows.
GitHub
recipe-image-processor
Process recipe photos into structured recipe data using GPT-4 vision. Use when asked to extract recipes from images, convert recipe photos to JSON, process HelloFresh/meal-kit recipe cards, or batch process mul...
GitHub
clean-russian-lesson
Clean up Russian vocabulary CSV files from Italki lessons or tutoring sessions. Use when the user asks to clean up, format, or process a lesson CSV file.
GitHub
clean-language-reactor
Clean up Russian vocabulary CSV exports from Language Reactor (YouTube subtitle learning extension). Use when the user asks to process or clean up a Language Reactor CSV file.
GitHub
clean-russian-exchange
Clean up Russian vocabulary CSV files from language exchange sessions. Use when the user asks to clean up, format, or process a language exchange CSV file.
GitHub
generate-test-suite
Standard procedure for generating comprehensive pytest test suites following airline-discount-ml project patterns and test instructions.
GitHub
generate-test-fixtures
Standard procedure for creating reusable pytest fixtures in conftest.py files for the airline-discount-ml project.
GitHub
check-test-coverage
Standard procedure for checking test coverage using pytest-cov in the airline-discount-ml project.
GitHub
run-pytest-tests
Standard procedure for running pytest tests in the airline-discount-ml project with proper Python environment configuration.
GitHub
gpuni
Cross-platform GPU kernel dialect — write once, run on NVIDIA (CUDA), AMD (HIP), and Intel/others (OpenCL 1.2). Use when: (1) writing portable GPU code across CUDA/HIP/OpenCL, (2) porting CUDA kernels to AMD or...
GitHub
writing-elisp
Guidance for writing valid Emacs Lisp code with incremental validation. Use when writing or modifying elisp functions, especially complex nested forms with cl-loop, multiple let* bindings, or lambdas.
GitHub
github-actions-local-checks
Proactively run GitHub Actions pipeline checks locally before pushing code. Use when making code changes to catch test, lint, and type-check failures early.
GitHub
emacs-elisp-debugging
Strategies for debugging Emacs Lisp code, especially missing parentheses and Common Lisp compatibility issues. Use when encountering mysterious elisp errors or when working with literate elisp in org-mode files...
GitHub
software-testing
Software testing guidance with decision tree. Use when: (1) Writing or improving tests, (2) User asks about testing approaches, (3) Need guidance on test scope or assertions, (4) Working with specific test fram...
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.