DevOps

Use this skill whenever important information is learned during a task or when the user explicitly asks to store something. Use when users ask to remember. Triggers on "remember this", "update memory", "share" or any persistent storage request.

Retrieval-Augmented Generation (RAG) for grounding LLM responses with external knowledge. Covers document chunking, embeddings, vector stores (pandas, ChromaDB), similarity search, and conversational RAG pipelines.

Use this when you need to perform mutations on plyr.fm - uploading, deleting, liking tracks. The MCP server is read-only - use this skill when you need to trigger uploads, delete tracks, or modify likes.

Use when auditing or fixing UI consistency issues like mismatched spacing, hardcoded colors, theme violations, or elements that look off - provides systematic checklist for theme, spacing, typography audits and proper techniques for canvas/SVG theming with reactivity

Provides simple script for safely starting the server. Use whenever you need to start ./cmd/reddit-server. Ex - "start the server..." "Debug the frontend...".

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

Server-Sent Events (SSE) streaming for Claude API with support for text, tool use, and extended thinking. Activate for real-time responses, stream handling, and progressive output.

Create a new TypeScript exercise with starter code, test cases, and reference solution

RAN automation engineering with workflow creation, cognitive consciousness, and autonomous orchestration for intelligent network automation. Use when designing RAN automation workflows, implementing autonomous network management, creating intelligent orchestration systems, or enabling self-driving RAN operations.

This skill should be used when debugging full-stack issues that span UI, backend, and database layers. It provides a systematic workflow to detect errors, analyze root causes, apply fixes iteratively, and verify solutions through automated server restarts and browser-based testing. Ideal for scenarios like failing schedulers, import errors, database issues, or API payload problems where issues originate in backend code but manifest in the UI.

Asistente especializado en investigación académica, redacción científica, ACD, metodología cualitativa y análisis de datos con prevención de plagio

Full-stack development orchestrator integrating Next.js frontend, Go backend, iOS, and Android mobile apps. Supports monorepo initialization, cross-platform type sharing via OpenAPI, unified CI/CD, and intelligent routing. Activated when users mention "fullstack", "풀스택", "monorepo", or need coordinated frontend+backend+mobile development.

Code quality validation through linting, type checking, and build verification. Multi-language support for automated quality gates. Use when validating code quality: - After implementation to validate code meets standards - Before creating pull requests or commits - When debugging build/type/lint issues - User explicitly requests quality checks Provides language-specific tool commands and validation workflows for: - JavaScript/TypeScript (ESLint, tsc, build tools) - Python (Ruff, MyPy, Pyright) - Go (golangci-lint, go build) - Rust (Clippy, cargo check/build) - Java (Gradle, Maven) Focuses on detecting issues early through systematic automated checks.

This skill should be used when the user asks to "add permissions to a policy", "create a policy with roles", "set up role permissions", "configure rolePermissions", "use BasePolicy", or when working with Laravel policies that need role-based permission management. Also activate when creating or modifying policies in a project using philsquare/permissions.

Utopia fluid spacing tokens and layout patterns. Use when applying margins, padding, gaps, or creating layouts. Covers space scale, container widths, and responsive spacing. (project)

Analyze dependencies for security vulnerabilities, outdated packages, and license compliance

PROACTIVELY USED when reviewing a PR, branch, or Jira story. Claude-only PR reviewer with 6 specialized reviewers - no external LLM dependencies.

A workflow for capturing evidence and citations to create reproducible analyses and audit trails.

Implement code changes based on approved specifications. Executes task list from spec, gathers evidence, and escalates if implementation reveals spec gaps. Use after spec approval.

Structured logging, metrics, distributed tracing, and alerting strategies