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rasa-nlu-integration
Rasa NLU pipeline configuration and training for intent and entity extraction
download7deployed_code—star460
Skill Directory
AI Skill Directory
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
personjakexiaoNo key required
rag-hybrid-search
Hybrid search combining semantic and keyword retrieval for RAG pipelines. Implement BM25 + dense vector search with fusion strategies.
download7deployed_code—star460
personjakexiaoNo key required
alibi-explainer
Alibi explainability skill for counterfactual explanations, anchors, and trust scores.
download7deployed_code—star459
personjakexiaoNo key required
sklearn-model-trainer
Scikit-learn model training skill with cross-validation, hyperparameter tuning, pipeline construction, and model serialization. Enables automated ML model development using scikit-learn's comprehensiv…
download7deployed_code—star459
personjakexiaoNo key required
constraint-satisfaction-solver
Constraint programming skill for scheduling, configuration, and assignment problems
download7deployed_code—star459
personjakexiaoNo key required
scenario-narrative-generator
Scenario narrative generation skill for creating vivid, consistent future scenario descriptions
download7deployed_code—star459
personjakexiaoNo key required
time-series-forecaster
Time series forecasting skill for business metric prediction and demand planning
download7deployed_code—star459
personjakexiaoNo key required
driver-scheduling-optimizer
Automated driver assignment and hours of service compliance skill ensuring regulatory compliance and operational efficiency
download7deployed_code—star459
personjakexiaoNo key required
setfit-few-shot
SetFit few-shot learning for efficient intent classification with minimal data
download7deployed_code—star460
personjakexiaoNo key required
graph-modeler
Convert problem descriptions into graph representations
download7deployed_code—star460
personjakexiaoNo key required
model-card-generator
Model documentation skill for generating model cards following Google's model card framework.
download7deployed_code—star459
personjakexiaoNo key required
lime-explainer
LIME-based local explanation skill for individual predictions across tabular, text, and image data.
download7deployed_code—star459
personjakexiaoNo key required
causal-inference-engine
Causal inference skill for estimating treatment effects and understanding causal relationships in business data
download7deployed_code—star459
personjakexiaoNo key required
reference-class-forecaster
Reference class forecasting skill to counter optimism bias using historical analogies
download7deployed_code—star459
personjakexiaoNo key required
semantic-similarity
Semantic similarity computation for content relationships and intelligent discovery
download7deployed_code—star459
personjakexiaoNo key required
dock-scheduling-coordinator
Automated dock appointment scheduling skill with inbound flow optimization and receiving efficiency management
download7deployed_code—star459
personjakexiaoNo key required
semantic-kernel-setup
Microsoft Semantic Kernel planner and plugin setup for orchestrated AI
download7deployed_code—star460
personjakexiaoNo key required
huggingface-classifier
Hugging Face transformer model fine-tuning and inference for intent classification
download7deployed_code—star460
personjakexiaoNo key required
tensorflow-trainer
TensorFlow/Keras model training skill with callbacks, distributed strategies, and TensorBoard integration.
download7deployed_code—star459
personjakexiaoNo key required
agent-based-simulator
Agent-based modeling skill for simulating complex adaptive systems with heterogeneous interacting agents
download7deployed_code—star459
personjakexiaoNo key required
genetic-algorithm-optimizer
Genetic algorithm skill for complex optimization problems with non-linear objectives or discontinuous search spaces
download7deployed_code—star459
personjakexiaoNo key required
sensitivity-analyzer
Sensitivity analysis skill for identifying critical inputs and understanding model behavior under uncertainty
download7deployed_code—star459
personjakexiaoNo key required
demand-forecasting-engine
AI-powered demand prediction skill using historical data, market signals, and external factors for improved forecast accuracy
download7deployed_code—star459
personjakexiaoNo key required
cycle-count-scheduler
AI-driven cycle counting schedule and variance analysis skill to maintain inventory accuracy with minimal operational disruption
download7deployed_code—star459