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

miracle-analyzer

Analyze So-won's 12 answers to calculate the miracle index (50-100 points) and the scores of the five major indicators

download11deployed_codestar0
personjakexiaoNo key required

ml-benchmark

ML model benchmark and evaluation run. Activates when 'benchmark', 'model evaluation', 'performance test', 'inference speed' is requested.

download11deployed_codestar0
personjakexiaoNo key required

ml-project-lifecycle

Plan ML projects using CRISP-DM, TDSP, and MLOps methodologies with proper phase gates and deliverables.

download11deployed_codestar0
personjakexiaoNo key required

mlflow-evaluation

MLflow 3 GenAI evaluation for agent development. Use when (1) writing mlflow.genai.evaluate() code, (2) creating @scorer functions, (3) building evaluation datasets from traces, (4) using built-in sco…

download11deployed_codestar0
personjakexiaoNo key required

"moai-cc-mcp-builder"

AI-powered enterprise MCP (Model Context Protocol) server development orchestrator with Context7 integration, intelligent code generation, automated architecture design, and enterprise-grade server de…

download11deployed_codestar0
personjakexiaoNo key required

moai-domain-ml

Enterprise Machine Learning specialist with TensorFlow 2.20.0, PyTorch 2.9.0, Scikit-learn 1.7.2 expertise. Master AutoML, neural architecture search, MLOps automation, and production ML deployment. B…

download11deployed_codestar0
personjakexiaoNo key required

"moai-essentials-refactor"

AI-powered enterprise refactoring with Context7 integration, automated code transformation, Rope pattern intelligence, and technical debt quantification across 25+ programming languages

download11deployed_codestar0
personjakexiaoNo key required

mindwork-summary

Generate summaries of therapy sessions and journal entries at various lengths and for different audiences. Supports action item extraction, highlights reels, and session prep. Use for quick recaps, sh…

download11deployed_codestar0
personjakexiaoNo key required

mithril-dedup-agent

Build mithril-dedup for ML dataset deduplication. Use when implementing MinHash, LSH, clustering, or document I/O.

download11deployed_codestar0
personjakexiaoNo key required

ml-engineer

Build production ML systems with PyTorch 2.x, TensorFlow, and

download11deployed_codestar0
personjakexiaoNo key required

ml-system-design

End-to-end ML system design for production. Use when designing ML pipelines, feature stores, model training infrastructure, or serving systems. Covers the complete lifecycle from data ingestion to mod…

download11deployed_codestar0
personjakexiaoNo key required

mlx-jax-splitmix

MLX on Apple Silicon with JAX-style SplitMix64 PRNG. Deterministic color generation with GPU acceleration.

download11deployed_codestar0
personjakexiaoNo key required

"moai-essentials-perf"

AI-powered enterprise performance optimization orchestrator with Context7 integration, Scalene AI profiling, intelligent bottleneck detection, automated optimization strategies, and predictive perform…

download11deployed_codestar0
personjakexiaoNo key required

"moai-internal-comms"

AI-powered enterprise internal communications orchestrator with Context7 integration, intelligent content generation, automated workflow optimization, multi-format support (reports, newsletters, FAQs)…

download11deployed_codestar0
personjakexiaoNo key required

mindwork-progress

Track progress over time across therapy sessions and journal entries. Supports trend analysis, session comparisons, period summaries, and goal tracking. Reads from analysis files and generates compreh…

download11deployed_codestar0
personjakexiaoNo key required

"mixed-precision-trainer"

Manage mixed precision trainer operations. Auto-activating skill for ML Training. Triggers on: mixed precision trainer, mixed precision trainer Part of the ML Training skill category. Use when working…

download11deployed_codestar122
personjakexiaoNo key required

ml-inference-optimization

ML inference latency optimization, model compression, distillation, caching strategies, and edge deployment patterns. Use when optimizing inference performance, reducing model size, or deploying ML at…

download11deployed_codestar0
personjakexiaoNo key required

ml-tree-level4

Advanced Maximum Likelihood phylogenetics with model selection (AIC/BIC), tree search algorithms (NNI/SPR/TBR), and performance optimization (Numba/GPU)

download11deployed_codestar0
personjakexiaoNo key required

"moai-cc-hooks"

AI-powered enterprise Claude Code hooks orchestrator with intelligent automation, predictive maintenance, ML-based optimization, and Context7-enhanced workflow patterns. Use when designing smart hook …

download11deployed_codestar0
personjakexiaoNo key required

"moai-foundation-ears"

Enterprise EARS (Evaluate, Analyze, Recommend, Synthesize) Framework with AI-powered requirements engineering, Context7 integration, and intelligent solution orchestration for systematic problem-solvi…

download11deployed_codestar0