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microimpute
ML-based variable imputation for survey data - used in policyengine-us-data to fill missing values
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Skill Directory
AI Skill Directory
Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.
personjakexiaoAPI key: unconfirmed
midi-generation
Generate MIDI files with GM instruments and music theory. Use when creating music, composing melodies, or generating MIDI files.
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personjakexiaoAPI key: unconfirmed
milady-meme-generator
Generate Milady NFT memes with layered composition, text overlays, and 324+ accessories. Use when creating Milady memes, adding layers like hats/glasses/earrings, working with NFT artwork, or generati…
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personjakexiaoAPI key: unconfirmed
mind-clone
Activate a Cognitive Digital Twin. Can simulate a custom subject (via core/ directory) OR load pre-installed celebrity/expert personas (from personas/ directory).
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personjakexiaoAPI key: unconfirmed
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…
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personjakexiaoAPI key: unconfirmed
"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…
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personjakexiaoAPI key: unconfirmed
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…
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personjakexiaoAPI key: unconfirmed
ml-tree-level4
Advanced Maximum Likelihood phylogenetics with model selection (AIC/BIC), tree search algorithms (NNI/SPR/TBR), and performance optimization (Numba/GPU)
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personjakexiaoAPI key: unconfirmed
microimpute
ML-based variable imputation for survey data - used in policyengine-us-data to fill missing values
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personjakexiaoAPI key: unconfirmed
midjourney-prompts
Generate Midjourney V7 image prompts for website sections. Analyzes page components, extracts aspect ratios from CSS, outputs prompts with SEO filenames. Use after completing page (skills 02-06). Trig…
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personjakexiaoAPI key: unconfirmed
miles-rl-training
Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing train-inference alignment, or requiring spec…
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personjakexiaoAPI key: unconfirmed
mind-parameter-modification
Modify cognitive parameters and behavioral settings.
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personjakexiaoAPI key: unconfirmed
miracle-analyzer
Analyze So-won's 12 answers to calculate the miracle index (50-100 points) and the scores of the five major indicators
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personjakexiaoAPI key: unconfirmed
ml-benchmark
ML model benchmark and evaluation run. Activates when 'benchmark', 'model evaluation', 'performance test', 'inference speed' is requested.
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personjakexiaoAPI key: unconfirmed
ml-project-lifecycle
Plan ML projects using CRISP-DM, TDSP, and MLOps methodologies with proper phase gates and deliverables.
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personjakexiaoAPI key: unconfirmed
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…
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personjakexiaoAPI key: unconfirmed
microsim-screen-capture
This skill automates the capture of high-quality screenshots for MicroSim visualizations using Chrome headless mode. Use this skill when working with MicroSims that need preview images for social medi…
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personjakexiaoAPI key: unconfirmed
midi-protocol-lookup
Look up APC Mini MK2 MIDI protocol details including note numbers, MIDI channels, velocity values, and SysEx format. Use when user asks about "MIDI note", "channel", "velocity", "status byte", "SysEx"…
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personjakexiaoAPI key: unconfirmed
gcs-miljo-data
Activates when querying environmental data from GCS. Use this skill for: pesticides, nitrogen leaching, BNBO drinking water protection, wetlands, soil types, environmental compliance, biodiversity. Ke…
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personjakexiaoAPI key: unconfirmed
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…
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personjakexiaoAPI key: unconfirmed
mithril-dedup-agent
Build mithril-dedup for ML dataset deduplication. Use when implementing MinHash, LSH, clustering, or document I/O.
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personjakexiaoAPI key: unconfirmed
ml-engineer
Build production ML systems with PyTorch 2.x, TensorFlow, and
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personjakexiaoAPI key: unconfirmed
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…
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personjakexiaoAPI key: unconfirmed
mlx-jax-splitmix
MLX on Apple Silicon with JAX-style SplitMix64 PRNG. Deterministic color generation with GPU acceleration.
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