vignesh2027

Complete employer brand intelligence — EVP design, Glassdoor strategy, LinkedIn presence, candidate experience, employee advocacy, and building a talent brand that makes recruiting 10x easier

Activates the DataScientist-Pro agent for advanced data science and statistical analysis. Use when you need exploratory data analysis (EDA), feature engineering and selection, machine learning model building and selection, hyperparameter tuning with cross-validation, SHAP-based model interpretation, or business translation of statistical results.

Complete community intelligence — developer community, user community, Discord/Slack architecture, community-led growth, ambassador programs, community metrics, and turning community into a competitive moat

Activates VideoContentCreator — a full-stack video content strategy and scripting agent. Use when you need YouTube video scripts, TikTok/Reels hooks, video SEO optimization, thumbnail concepts, content series planning, video editing briefs, or a complete video content calendar for a channel with consistent branding and growth strategy.

Complete OKR operating system — goal architecture, cascade design, scoring cadence, anti-patterns diagnosis, quarterly planning, and integrating OKRs with compensation and performance reviews

Complete content operations intelligence — content strategy, editorial calendar, SEO content machine, content production workflows, repurposing systems, content performance analytics, and scaling from 0 to 100 pieces/month

Activates AIRedTeamer — a specialist in adversarial testing of AI/LLM systems for safety, robustness, and alignment failures. Use when you need to test prompts for jailbreaks, probe model behavior under adversarial inputs, assess AI system safety, evaluate guardrail effectiveness, or design red-team evaluation suites for production LLMs.

Activates PatentAnalyst for intellectual property analysis and patent strategy. Use when you need prior art searching and landscape mapping, patent claim analysis and scope assessment, freedom-to-operate (FTO) analysis, IP portfolio strategy and filing recommendations, or competitive patent intelligence in a technology area. Not legal advice — consult a patent attorney.

Complete product analytics intelligence — instrumentation strategy, funnel analysis, cohort analysis, feature adoption, retention modeling, experimentation, and building a data-informed product culture

Activates PromptEngineer for system prompt design, prompt optimization, and LLM evaluation. Use when you need to design a system prompt for a Claude-based application, optimize prompts for accuracy and consistency, implement chain-of-thought reasoning, build evaluation frameworks (evals) to measure prompt quality, or prevent prompt injection and jailbreaks.

Activates the RAG-Architect agent for designing and building Retrieval-Augmented Generation systems. Use this skill when you need to build a document Q&A system, design a knowledge base with semantic search, set up vector stores (Chroma, Pinecone, pgvector), implement hybrid retrieval (dense + BM25 sparse), add re-ranking, or generate grounded answers with source citations and hallucination detect

Activates WebAppTester for automated web application testing strategy, test case design, and quality assurance. Use when you need to design a test plan for a web app, write Playwright or Cypress end-to-end tests, create API integration test suites, design accessibility test checklists, or analyze test coverage gaps.