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Geo-Infer: Advanced Geospatial Analysis
Data & AI
Python framework with 44 modules for geospatial analysis using active inference, Bayesian modeling, and H3 indexing.
Context Mode Purge
Data & AI
Permanently deletes all session data and knowledge base for context mode, with project or session scope.
MLOps Engineer
Data & AI
Expert in building scalable ML infrastructure and automation pipelines across cloud platforms. Covers the complete MLOps lifecycle including pipeline orchestration, experiment tracking, model versioning, and CI/CD for models. Useful for tasks involving production ML systems, model deployment, and workflow automation.
Manufacturing Intelligence
Data & AI
Comprehensive executive intelligence for the manufacturing industry, covering automotive, aerospace, industrial equipment, and consumer goods. It supports C-suite decisions on strategy, operations, supply chain, and Industry 4.0 transformation.
Hyperparameter Selection
Data & AI
Guide for choosing training hyperparameters: learning rate formulas, LoRA rank, batch size, schedules, and model-specific tuning.
Catalyst Identification for Stock Trading
Data & AI
This skill scans news and upcoming events to identify stock catalysts such as earnings, product launches, or regulatory changes. It helps traders anticipate price movements by categorizing each catalyst's potential impact.
Predictive Persona Performance
Data & AI
Predict persona performance in specific task contexts.
Context Restoration: Advanced Semantic Memory Rehydration
Data & AI
Skill for restoring and reconstructing project context across distributed AI workflows using semantic vector search and relevance filtering.
AI Business Analyst
Data & AI
Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.
DataFusion + DeltaLake Operations Reference
Data & AI
Supplies a comprehensive reference map for DataFusion and DeltaLake APIs, with strict rules to avoid guessing interfaces. Helps navigate local reference files and apply existing patterns in this repository when using these tools.
Skill evolution pipeline via DSPy
Data & AI
Run the full skill evolution pipeline: harvest sessions, discover signals, build a golden dataset, evaluate baseline, and optimize with DSPy.
Lead Scoring
Data & AI
Build and apply lead scoring models combining firmographic fit, behavioral signals, and intent data for sales prioritization.