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Audit frontend codebases for security vulnerabilities and bad practices. Use when performing security reviews, auditing code for XSS/CSRF/DOM vulnerabilities, checking Content Security Policy configur…
McKinsey consultant-style problem-solving system. Starting from business issues, it generates McKinsey-style research reports and PPTs through hypothesis-driven structured analysis methods. It integra…
Expert guidance for Apache PLC4X industrial protocols library including Siemens S7, Modbus, OPC-UA, integration with Apache NiFi, connection strings, and field addressing. Use this when working with i…
Standard specification for Uni-app state management based on the RuoYi-vue-plus mobile framework. Defines Pinia Store structure, Uni-app persistence adaptation, asynchronous Action pattern, state reac…
Optimize OpenRouter performance and latency. Use when reducing response times or improving throughput. Trigger with phrases like 'openrouter performance', 'openrouter latency', 'speed up openrouter', …
Mobile UI patterns - React Native, iOS/Android, touch targets
Sync documentation with implementation progress. Update traceability matrices, task statuses, and detect doc-code drift. Use when users need to update docs after development, verify doc-code consisten…
Create clean git branches from feature work, excluding agent-ops files. Use for PR preparation.
Build, review, and refactor iOS mobile apps (Swift) using modern iOS patterns. Use for tasks like SwiftUI UI, navigation, state management, networking (URLSession), persistence (Core Data/SwiftData/Ke…
MinIO S3-compatible object storage API. Use this skill for file upload, download, bucket management, and pre-signed URL generation.
This skill should be used when the user asks to "query Prometheus", "analyze Prometheus metrics", "check Prometheus alerts", "write PromQL", "interpret Prometheus data", "fetch metrics", or mentions P…
Runs metrics queries against Axiom MetricsDB via scripts. Discovers available metrics, tags, and tag values. Use when asked to query metrics, explore metric datasets, check metric values, or investiga…
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes…
Focus on building high-performance, scalable, and well-architected Flutter applications. Covers clean architecture, advanced state management, and deep performance optimization.
Hardware verification tool for checking functional equivalence between two RTL designs (Verilog). Use when users need to: (1) Verify if two RTL versions are functionally equivalent, (2) Compare origin…
Aggressive evidence-based audit to verify project claims match implementation reality
knowledge-base-builder for learning content management and knowledge systems.
Standard patterns for HTTP/API clients in Next.js 16+ App Router frontends: where to put the client, how to type it, how to handle errors, and how to attach auth headers in a reusable way.
Plan prototyping approach - fidelity levels, tool selection, prototype types, testing strategies, and design-to-development handoff.
Linux system administration and monitoring
The Apple FoundationModels framework is used for on-device LLMs—text generation, guided generation with @Generable, tool invocation, and snapshot streaming in iOS 26+.
Deep integration with Ghidra and IDA Pro for binary analysis and reverse engineering
Use when executing implementation plans with independent tasks in the current session
Aggressive evidence-based audit to verify project claims match implementation reality