持續整合/部署

Interpolate between different mesh shapes for animation and shape blending. Use for facial animation, character morphing, and design exploration. Requires correspondence between source and target meshes.

Calculate and analyze warehouse picking efficiency metrics. Use this skill when measuring picker productivity, analyzing travel vs pick time ratios, benchmarking performance, or optimizing operational KPIs.

BusyBox configuration and usage for embedded Linux systems. Use when creating minimal Linux environments, building rescue systems, or replacing standard utilities with BusyBox applets.

Comprehensive React component coding guidelines, refactoring principles, and architectural patterns. **CRITICAL**: Focuses on patterns AI commonly fails to implement correctly, especially testability, props control, and component responsibility separation. Reference this skill when implementing or refactoring React components during Phase 2.

Interact with HubSpot CRM API for managing contacts, companies, and deals. Use when fetching HubSpot contacts, creating or updating CRM records, syncing data with HubSpot, or building HubSpot integrations.

Work with sparse matrix formats (CSR, CSC, COO) and algorithms. Use when implementing efficient sparse operations like matrix-vector/matrix-matrix multiplication with many zero elements.

Connect to and query SQL databases, execute queries, and handle database transactions. Use when reading from or writing to databases, performing batch inserts, managing connections, or executing complex SQL queries in data pipelines.

Scientific computing library. Use for optimization, interpolation, statistics, signal processing, and numerical integration.

Creating Dockerfiles for containerized builds. Use when generating container images for development or deployment.

Load, analyze, and manipulate 3D meshes using trimesh library. Use for mesh boolean operations, ray tracing, convex hulls, mesh repair, and export to multiple formats. Comprehensive mesh processing toolkit.

Linux kernel configuration, compilation, and customization. Use when building custom kernels, configuring kernel options, enabling/disabling features, or creating minimal kernels for embedded systems.

Detect and analyze copy number variations (CNVs) from sequencing data.

Perform letter frequency analysis to crack substitution ciphers. Use this skill when analyzing ciphertext patterns, identifying cipher types, or breaking monoalphabetic substitution ciphers using statistical methods.

Optimize time slot allocation for logistics operations. Use this skill when scheduling appointments, managing dock time windows, balancing workload across time periods, or minimizing conflicts in time-based resource allocation.

Create static visualizations including bar charts, line plots, pie charts, and more. Use when generating charts for reports, creating data visualizations, producing publication-quality figures, or embedding plots in PDF/HTML reports.

Machine learning library. Use when building predictive models, classification, regression, or clustering.

Fix common mesh defects including holes, non-manifold edges, degenerate triangles, and self-intersections. Use for preparing models for 3D printing, simulation, and rendering. Essential for mesh cleanup pipelines.

Use BWA for aligning sequencing reads to a reference genome for variant calling pipelines. Use when mapping short-read Illumina data to reference genomes for variant calling pipelines.

Guide for developing Linux kernel modules. Use when building, compiling, loading, or debugging kernel modules (.ko files). Covers module initialization, cleanup, parameters, licensing, and interaction with kernel APIs.

Quantum chemistry and first-principles calculations for molecular properties. Use for calculating HOMO-LUMO gaps, ionization potentials, electron affinities, and electrochemical stability windows.