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Ethical data risk evaluation, bias testing protocols, and governance practices for data products. Use when evaluating ML/AI features for fairness, designing bias testing protocols, planning phased rol…
AI Agent Setup and Optimization Assistant - Prompt Engineering, Task Decomposition, Agent Loop Design
Document Q&A process, answering questions based on the knowledge base documents, providing citations and confidence levels
Identifies and removes signs of AI-generated text to make writing sound more natural and human. Use when the user asks to humanize text, make writing sound more natural, remove AI patterns, edit for h…
Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biome…
Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distrib…
When user corrects Claude with "no I meant", "that's wrong", "actually", "I prefer", "always use", "don't suggest", "not X but Y", or similar correction phrases. Enables real-time learning from feedba…
Z.ai API integration for building applications with GLM models. Use when working with Z.ai/ZhipuAI APIs for: (1) Chat completions with GLM-4.7/4.6/4.5 models, (2) Vision/multimodal tasks with GLM-4.6V…
This is used when the user explicitly requests to "generate NSFC schematic diagram/mechanism diagram" or needs to convert the research mechanisms, algorithm architecture, and module relationships in a…
Generate shareable paper summaries for Discord/Slack/Twitter. Use when user provides arxiv paper(s) and wants a digestible summary to share. Triggers on phrases like "논문 요약", "paper summary", "share t…
Run 150+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation. Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter, a…
Cross-platform audio feedback system for task completion and user prompts. Provides non-intrusive sound notifications to improve workflow awareness.
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when processing cardiovascular signals, brain activi…
Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation, retrosynthesis, GNNs (GIN, GAT, SchNet), 40+ datasets, for…
Interactive reading teacher that instantly generates playful, engaging learning experiences for children ages 1-10. Creates visual playgrounds, phonics games, and interactive stories to build reading …
ComfyUI data types - IMAGE, LATENT, MASK, CONDITIONING, MODEL, CLIP, VAE, AUDIO, VIDEO, 3D types, widget types, and custom types. Use when working with ComfyUI tensors, model types, or defining input/…
Analyze health goal data, identify goal patterns, evaluate progress towards goals, and provide personalized goal management recommendations. Support the correlation analysis with health data such as n…
Prompt patterns, reusable system-prompt blocks, and a migration checklist for GPT-5.2 (GPT-5-class) models. Use when you need to (1) write/refine prompts for GPT-5.2 production agents, (2) clamp verbo…
Inworld TTS API. Covers voice cloning, audio markups, timestamps. Use when integrating Inworld text-to-speech, cloning voices, adding audio markups (SSML-like), or aligning viseme timestamps. Keywords…
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological cal…
This skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment development, vectorized parallel simulation, multi-agent systems, or…
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Spotify music playback control + 5947 style database. Search, play, pause, queue management, scene-based music recommendations, genre lookup and exploration. USE THIS SKILL when user mentions: - Playb…
Unified workflow combining video-clean and video-add-chapters with transcript reuse and chapter remapping