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Use when authoring or modifying Kubebuilder Go API types and +kubebuilder markers so generation (`make generate`/`make manifests`) emits the intended CRD schema (validation/defaults, required/optional…
Response Guide - Concise response + on-demand prompt enhancement. Core principle: prioritize conciseness, preserve the original meaning, and prohibit expanding the scope.
Use when theoretical calculations need experimental validation, protocols must be designed with clear hypotheses and success criteria, or resource requirements (equipment, materials, expertise) must b…
Fetch weather data for construction scheduling. Historical data, forecasts, and risk assessment for outdoor work.
Riferimento per funzioni di sistema SCL (TIA Portal V20+) con sintassi e anti-pattern. Usa quando devi generare o revisionare codice SCL per S7-1200/S7-1500, scegliere funzioni native o chiarire la si…
Create, edit, and analyze Microsoft Word .docx files (reports, contracts, proposals) with styles, tables, headers/footers, template filling, content extraction, and conversion to HTML; support review …
Create and manipulate Abaqus geometry - parts, sketches, extrusions, CAD import. Use for any geometry creation task including box, cylinder, or STEP/IGES import.
Expert methodology for analyzing and summarizing research papers, extracting key contributions, methodological details, and contextualizing findings. Use when reading papers from PDFs, DOIs, or URLs t…
Query journal indexing/inclusion status on CNKI - check which databases include a journal (北大核心, CSSCI, CSCD, SCI, EI, etc.), get impact factors and evaluation data. Use when user asks about a journal…
Create and extract ZIP and tar.gz archives. Use this skill when the user asks to zip files, unzip an archive, compress a folder, extract a tar.gz, create an archive, or list archive contents.
Use when requirements are vague, scope undefined, or success criteria unclear
Write and review Canvas LMS quiz JSON files (INL1Quiz-*.json) for the tilkry cryptography course. Use proactively when: (1) creating, editing, or reviewing INL1Quiz JSON files, (2) user asks to write …
Use when building features that execute untrusted user code, AI-generated code, or need isolated code execution environments. Covers the @deno/sandbox SDK.
Expert quantitative analyst specializing in financial modeling, algorithmic trading, and risk analytics. Masters statistical methods, derivatives pricing, and high-frequency trading with focus on math…
Use this skill for systematic problem-solving through structured, iterative thinking. Break down complex problems, iterate on understanding, catch edge cases, and validate solutions comprehensively.
Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driven architectures, service mesh patterns, an…
End-to-end technical solution architecting for software projects. Use when users ask to analyze a project directory and generate a technical solution document, architecture documentation, or system de…
Use when writing shell scripts, automation, build tools, file processing, CLI tools, deployment scripts, data pipelines, or batch operations with Google's zx library. Also covers piping, streams, para…
PDF page manipulation toolkit for editing PDF structure. Use when Claude needs to work with PDF files for (1) Deleting pages, (2) Reordering or rearranging pages, (3) Inserting pages from other PDFs, …
Work with Deephaven for real-time data processing. Use for table queries, joins, aggregations, time-series, UI dashboards, plotting (dx), Kafka streaming, Iceberg integration. Triggers on mentions of …
Manage cron job scheduler operations. Auto-activating skill for Backend Development. Triggers on: cron job scheduler, cron job scheduler Part of the Backend Development skill category. Use when workin…
Agent Skill: Generate and maintain AGENTS.md files following the public agents.md convention. Use when creating AI agent documentation, onboarding guides, or standardizing agent patterns. By Netresear…
Master skill for Abaqus FEA scripting. Use for any finite element analysis, topology optimization, or Abaqus Python scripting task. Routes to appropriate specialized skills.
Backend development intelligence. Multi-stack (Node.js, PHP, Python) and Multi-DB (PostgreSQL, MySQL). Actions: build, create, design, implement, review, fix, improve, optimize backend. Topics: authen…