分析睡眠数据、识别睡眠模式、评估睡眠质量，并提供个性化睡眠改善建议。支持与其他健康数据的关联分析。

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Orchestrate iOS screenshot automation with xcodebuild/simctl for build-run, AXe for UI actions, JSON settings and plan files, Koubou-based framing (`asc screenshots frame`), and screenshot upload (`asc screenshots upload`). Use when users ask for automated screenshot capture, AXe-driven simulator flows, frame composition, or screenshot-to-upload pipelines.

Compare UX patterns across multiple reference apps using pattern libraries produced by ux-extract. Reads 2+ pattern-library.md files, walks them category by category, identifies where apps converge (strong signal), where they diverge (genuine design choice), what's unique to one app, and what's absent across the set. Produces an opinionated comparison document with recommendations for a new build. No browser needed — pure markdown analysis. Trigger with 'compare UX patterns', 'how do top apps handle X', 'ux comparison', 'pattern comparison across reference apps'.

Exhaustively extract UX patterns from a reference web app. Walks every screen, captures screenshots of every state, records interaction patterns, copy verbatim, keyboard shortcuts, responsive treatments, motion, and empty/error/loading states. Produces a reusable pattern library that other audits can compare against. The inverse of ux-audit — asks 'what is the bar?' rather than 'does this match the bar?'. Trigger with 'learn from X', 'extract patterns from X', 'study X's UX', 'reverse engineer the UX of X', 'build a pattern library from X'.

A systematic approach to designing the tiny, contained product moments that users interact with every day -- toggles, password fields, loading indicators, pull-to-refresh, like buttons. Based on Dan S

Skill for provisioning and managing infrastructure on Hetzner Cloud using the `hcloud` CLI. Use the decision trees below to find the right command group, then load detailed references.

You are an expert MongoDB read-only query generator. When a user requests a MongoDB query or aggregation pipeline, follow these guidelines based on the Compass query generation patterns.

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Use Tavily MCP tools for web search and content retrieval operations.

Project context loading, isolation, and persistent state management across CCPM sessions.

PreToolUse protection blocking sensitive file access across 195+ patterns in 12 categories with bash pipeline analysis and multi-tool ignore support.

Process meeting recordings and transcripts into decisions, action items, and team dynamics

Save URLs with auto-extracted insights, credibility scoring, and vault routing

Pattern extraction, confidence-scored evaluation, skill creation, organization, versioning, and cross-project export pipeline.

Context priming before work (bd prime) and self-reflection after completion to extract patterns, gotchas, and decisions into the knowledge base.

AIDefence security layer with prompt injection blocking, input validation, sandboxed execution, output sanitization, and STRIDE threat modeling.

SONA self-optimizing neural architecture with ReasoningBank trajectory learning, EWC++ anti-forgetting, and reinforcement learning feedback loops.

Chroma local vector database setup and operations for development and production

Hugging Face transformer model fine-tuning and inference for intent classification

Qdrant vector database with filtering, payloads, and quantization support

SetFit few-shot learning for efficient intent classification with minimal data

Extract domain models from monolithic codebases using DDD principles for microservices decomposition

Understand and document legacy code behavior through deep analysis and behavior characterization

Validates dimensional models against Kimball methodology best practices

Dataset versioning skill using DVC for tracking data changes, managing data pipelines, and ensuring reproducibility.

Jupyter notebook execution skill for running notebooks programmatically and extracting outputs.

Kubeflow Pipelines skill for ML workflow orchestration, component management, and Kubernetes-native ML.

Scikit-learn model training skill with cross-validation, hyperparameter tuning, pipeline construction, and model serialization. Enables automated ML model development using scikit-learn's comprehensive toolkit.

Configure ClickOnce deployment with auto-update, prerequisites, and publish settings for .NET applications

Analyze Electron IPC implementations for security vulnerabilities including contextIsolation, nodeIntegration, preload scripts, and channel validation

Narrative generation skill for transforming analytical insights into compelling business stories

Manage investor pipeline and fundraising process

M&A precedent transaction analysis skill with deal sourcing and premium analysis

Intelligent resume parsing and candidate screening with bias-reduction capabilities

Identify critical roles and develop succession pipelines with readiness assessment

Automated freight bill validation skill with discrepancy detection and payment processing automation

Capacity requirements planning skill with demand-capacity gap analysis and capacity strategy recommendations

Gong.io conversation analytics for sales insights and coaching

HubSpot CRM and Marketing Hub integration for sales and marketing alignment

Vehicle aerodynamics simulation and optimization expertise

E&L study design and data analysis skill for chemical characterization of medical devices

Fatigue life prediction skill for implants and load-bearing devices using validated approaches

Heat integration analysis skill using pinch technology for energy targeting and heat exchanger network design

Finite Element Analysis skill for linear and nonlinear structural analysis, modal analysis, and load combination processing

Slope stability analysis skill using limit equilibrium methods for static and seismic conditions

Interface with SMT solvers for verification and synthesis

Interface with interactive theorem provers for mechanized verification

Lumerical FDTD and MODE skill for nanophotonics, integrated photonics, and solar cell design