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Comprehensive guide for building Computer Use Agents with the CUA framework. This skill should be used when automating desktop applications, building vision-based agents, controlling virtual machines …
Assist with grading by applying rubrics to student work, generating criterion-level feedback, and maintaining consistency across submissions. Use when grading assignments, applying rubrics, or providi…
Overview of Clojure + Google ADK + Vertex AI development environment. Comprehensive lab for building production AI agents using Clojure as primary language, integrating Google ADK via Java SDK and Pyt…
Assigns confidence scores to agent outputs based on multiple factors including source quality, consistency, and reasoning depth. Produces calibrated confidence estimates. Activate on 'confidence score…
The orchestrator - coordinates all work across the Creative Crew agents, auto-delegates to specialists, runs parallel execution for 3-5x faster results.
Standards for generating Model Cards from data analysis notebooks. Aligned with Hugging Face and ISO transparency standards.
Create publication-quality plots and visualizations using matplotlib and seaborn. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).
Digital Audio Workstation usage, music composition, interactive music systems, and game audio implementation for immersive soundscapes.
Schmidhuber's curiosity-driven learning: Intrinsic motivation via compression progress. Seek states that improve world model.
Computer vision ML pipelines for image classification, object detection, semantic segmentation, and image generation. Activates for "computer vision", "image classification", "object detection", "CNN"…
Multi-agent workflow orchestration patterns for Clojure+Vertex AI. Covers sequential/parallel/DAG topologies, state management (stateless/stateful/hybrid), error handling (retry/circuit breaker), and …
End-to-end DAG execution orchestrator that decomposes arbitrary tasks into agent graphs and executes them in parallel. The intelligence layer that makes DAG Framework operational.
GPU-accelerated frame extraction for Movie_F dashcam videos. This skill should be used when the user needs to extract frames from Movie_F category dashcam videos placed in the Desktop CARDV folder. Ex…
Expert data scientist for advanced analytics, machine learning, and
Interactive data exploration and visualization skill. Use when users ask to visualize data, analyze datasets, create charts, or explore data files (CSV, Excel, Parquet, JSON). This skill guides throug…
Structured multi-perspective deliberation through adversarial dialogue
Generate scripts for educational videos, presentations, interactive activities, and multimedia content supporting learning objectives. Use when creating video scripts, presentation outlines, or intera…
Agent system taxonomy (A/B/C/D) based on capabilities - Type A (pure AI), Type B (AI+database context), Type C (AI+web grounding), Type D (AI+database+web). Includes latency/cost analysis, decision tr…
Cybernetic immune system with Varela+Friston+Powers for Self/Non-Self discrimination via reafference, GF(3) trit encoding, and information geometry
AI deep analyzes voice records, revealing behavioral patterns, cognitive biases, and strategic blind spots. It's not just about data aggregation, but rather providing essential strategic insights and …
Analyzes data with rich metadata recommendations
Manage AI training data, monitor content freshness, detect repetition, and update training samples for continuous learning. Use when managing training data, checking content quality, updating AI model…
Curate and clean training datasets for high-quality machine learning
Deep executor mode for complex goal-oriented tasks