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XRD Crystallography Analyzer
Data & AI
X-ray diffraction skill for nanomaterial characterization: phase identification, crystallite size determination, and structural refinement using advanced crystallographic methods.
Context Window Management
Data & AI
Allocate context window budget, monitor context health, and decide when to compact using zone budgets, the 80% rule, and pre/post-compact protocols.
inference.sh CLI: Run 150+ AI Apps
Data & AI
Run over 150 AI applications via the inference.sh CLI – image generation, video creation, LLMs, web search, 3D modeling, and more. No GPU required.
FSE/ESEC Empirical Evaluation Methodology
Data & AI
Guide for designing rigorous empirical evaluations for FSE/ESEC papers: SE-standard statistics, fair baselines, mixed-methods rigor, and contamination-aware LLM ablations.
Create Primary Schooler
Data & AI
Create an AI Skill that mimics a real primary school student, generating learning ability and personality models that evolve over time.
Superpowers Lab
Data & AI
Lab environment for Claude superpowers.
Automated Hypothesis Generation & Testing
Data & AI
Runs automated LLM-driven hypothesis generation and testing on tabular datasets with HypoGeniC, combining literature insights with data-driven testing.
HQQ: Half-Quadratic Quantization for LLMs
Data & AI
Fast, calibration-free quantization for LLMs supporting 8/4/3/2/1-bit precision with optimized backends for vLLM and HuggingFace.
GitHub Quantitative Trading Project Analysis
Data & AI
Searches and analyzes popular quantitative trading projects on GitHub, providing actionable insights and recommendations.
Open Insight Dashboard
Data & AI
Opens the context-mode Insight dashboard in the default browser via the ctx_insight MCP tool. Provides engineering productivity and analytics metrics.
Run 150+ AI Apps via inference.sh CLI
Data & AI
Learn to use the inference.sh CLI to run over 150 AI applications for image generation, video creation, LLM calls, web search, and more. Includes installation and practical examples.
Psychological Distress Screening (K6/K10)
Data & AI
Provides K6 and K10 distress scales with scoring and interpretation for brief screening and monitoring of symptom burden.