持續整合/部署

PXE network boot configuration for diskless systems. Use when setting up network boot servers, deploying operating systems over network, or creating diskless workstations.

Apply social engineering reconnaissance techniques to gather target information. Use this skill when profiling individuals, identifying organizational structure, or preparing for engagement scenarios.

Create bootable ISO images using xorriso, genisoimage, or mkisofs. Use when building live CDs, installation media, rescue disks, or custom Linux distributions.

Process and analyze long-read sequencing data from PacBio and Oxford Nanopore platforms. Use when working with long-read sequencing data (>10kb reads), performing de novo assembly, or detecting structural variants.

Solve facility location problems for warehouse and distribution center placement. Use this skill when determining optimal facility locations, solving p-median or p-center problems, or optimizing warehouse placement based on demand patterns.

Create custom initial RAM filesystems (initramfs/initrd) for Linux boot. Use when building minimal boot environments, creating rescue systems, or customizing early userspace initialization.

Guide for systemd init system and service management. Use when creating, managing, or debugging system services, timers, and targets. Covers unit files, service lifecycle, dependencies, and journalctl logging.

Build and execute quantum circuits using Qiskit. Use when creating circuits, applying gates (H, X, CNOT, rotations), or running on simulators/hardware.

Pharmacokinetics and ADMET prediction tools. Use for predicting drug absorption, distribution, metabolism, excretion, and toxicity properties.

Creating Makefiles for build automation. Use when writing build rules, dependencies, or compilation workflows.

Create and format Excel spreadsheets with multiple sheets, styling, and formulas. Use when generating invoice reports in Excel format, creating formatted financial summaries, producing Excel exports with charts, or building templated Excel workbooks.

GPU memory management for CuPy. Use when optimizing CPU/GPU data transfers, avoiding out-of-memory errors, implementing memory-efficient pipelines, or managing GPU memory pools.

SYSLINUX/ISOLINUX bootloader for Linux systems. Use when creating bootable CDs with ISOLINUX, USB drives with SYSLINUX, or configuring lightweight boot environments.

Group orders into efficient batches for picking operations. Use this skill when combining multiple orders for single pick trips, optimizing batch sizes, clustering orders by location proximity, or maximizing picker productivity.

Reduce polygon count in 3D meshes while preserving shape. Use for optimizing models for real-time rendering, 3D printing, and reducing file sizes. Supports quadric error metrics, vertex clustering, and edge collapse methods.

Balance inventory across warehouse locations for optimal fulfillment. Use this skill when redistributing stock between locations, optimizing inventory positioning, managing regional inventory levels, or planning inventory transfers.

Deploying and managing Snowflake database objects using version control with schemachange. Use this skill when you need to manage database migrations for objects not handled by dbt, implement CI/CD pipelines for schema changes, or coordinate deployments across multiple environments.

Run tests using justfile tasks (just test-local for local development, just test-unit, just test-it). Use after implementing features, fixing bugs, when user mentions tests, validation, or before commits. Primary command is 'just test-local' which runs without external dependencies.

Advanced test reporting, quality dashboards, predictive analytics, trend analysis, and executive reporting for QE metrics. Use when communicating quality status, tracking trends, or making data-driven decisions.

Systematic test design with boundary value analysis, equivalence partitioning, decision tables, state transition testing, and combinatorial testing. Use when designing comprehensive test cases, reducing redundant tests, or ensuring systematic coverage.