Use for any server-side API or data persistence work. Triggers on REST endpoints, GraphQL resolvers, DataLoader, Node.js, Express, Fastify, API design, pagination, filtering, sorting, databases, SQL, PostgreSQL, indexes, EXPLAIN ANALYZE, query optimization,…
Use when automating Chrome browser interactions, taking screenshots, filling forms, or verifying UI visually. Triggers on browser automation, take screenshot, screenshot page, fill form, click button, navigate to URL, Chrome DevTools, use_browser, visual…
Run completion council to verify work quality. Use after major implementation tasks, before declaring work done. Triggers on: verify completion, completion council, is this done, review the work, council review, check if complete, verify work, are we done,…
Marktforschungsanalysten und Marketingspezialisten
Beschreibung
Use for content marketing, copywriting, social media, email campaigns, launch strategy, and growth. Triggers on blog post, social media post, email campaign, newsletter, drip campaign, Product Hunt, go-to-market, GTM, launch plan, marketing copy, ad copy,…
Use when calling Gemini AI for image analysis, image generation, grounded web search, code execution, text-to-speech, or video analysis. Triggers on Gemini, gemini_analyze, gemini_image, analyze image, generate image, Gemini search, grounded search,…
Use when analyzing sources with NotebookLM, creating research notebooks, or generating audio overviews and study materials. Triggers on NotebookLM, create notebook, add sources to notebook, ask NotebookLM, notebook question, synthesize sources, audio…
Use when reading, writing, searching, or organizing notes in an Obsidian vault. Triggers on Obsidian, Obsidian vault, read note, write note, update note, search vault, global search, list notes, manage tags, frontmatter, wikilinks, knowledge base, save to…
Use for ML model training, inference serving (vLLM, TorchServe, ONNX), data pipelines, RAG/LLM systems, and MLOps. Covers classification, regression, neural networks, ETL, feature engineering, vector databases, model deployment, experiment tracking. PyTorch,…
Use when building mobile apps with Expo, React Native, iOS (Swift/SwiftUI), or Android (Kotlin/Jetpack Compose). Triggers on mobile app, native app, React Native, Expo, Expo Router, EAS Build, NativeWind, SwiftUI, Swift, UIKit, Xcode, iOS, macOS, watchOS,…
Trigger for ANY task involving Python code, Python tooling, or Python-ecosystem libraries — even when 'Python' isn't explicitly mentioned. If the query references any of these, use this skill: pyproject.toml, hatchling, setuptools, ruff, pyright, mypy,…
Use when starting a ralph-gsd autonomous execution loop to set up a recurring monitor that watches progress, restarts if stopped, and resolves deferred items autonomously every 2 hours.
Use when the user asks to start, run, or resume ralph-gsd (the autonomous milestone execution loop). Invokes the monitor skill then launches ralph-gsd in the background.
Marktforschungsanalysten und Marketingspezialisten
Beschreibung
Use when researching topics, finding YouTube videos, analyzing sources with NotebookLM, or doing requirements gathering interviews. Triggers on research, find videos, YouTube search, analyze sources, NotebookLM, research pipeline, deep interview, interview…
Marktforschungsanalysten und Marketingspezialisten
Beschreibung
Use for SEO audits, keyword research, schema markup, conversion optimization, and AI search visibility. Triggers on SEO, technical SEO, SEO audit, keyword research, schema markup, JSON-LD, structured data, meta tags, robots.txt, sitemap, Core Web Vitals, GA4,…
Use when running tests, writing test cases, checking coverage, or doing type-checks. Triggers on test, unit test, vitest, Playwright, E2E test, pytest, type-check, tsc --noEmit, test coverage, regression test, test suite, pnpm test, npx vitest, npx playwright…
Use for TypeScript/JavaScript LANGUAGE-LEVEL type system, compiler, build tooling, and package management — NOT for framework-specific work. Triggers on generics, conditional types, mapped types, template literal types, type guards, discriminated unions,…
Auto-triggers when running inside an autopilot loop iteration. Provides the core methodology for autonomous task execution: orient from file state, implement one task, verify, commit, update state. Activates on: autopilot iteration, autonomous mode, overnight…
Auto-triggers when context is getting large or when running long sessions. Provides smart context management: when to write handoff files, how to structure state for session chaining, how to spawn fresh sessions. Activates on: long session, context pressure,…
Marktforschungsanalysten und Marketingspezialisten
Beschreibung
AI copywriter that creates marketing content adapted to the project's niche, voice, and audience. Reads .ralph/config.json for project-specific guidance.