Claude Skills by anubhavg-icpl

Design a BFT-aware consensus protocol for a multi-agent ensemble. Picks clustering, weighting, threshold, and escalation policy; attack-tests the design against byzantine, sycophancy, and monoculture patterns. Use when you need help with consensus designer.

Audit a deployment's constitutional layer — hardcoded prohibitions, soft-coded defaults, operator-adjustable bounds, and four-tier hierarchy resolution. Use when you need help with constitution review.

Draft a four-tier constitution for a domain-specific AI system. Use when you need help with constitution writer.

Expert in container and Kubernetes security - scanning, runtime protection, and compliance. Use when performing security analysis, auditing, or hardening with container security.

Expert in the Contemporary design system - Current-era minimalist design with bento grids, dark mode support, and high-performance accessible layouts. Use when building UI components, applying design tokens, or implementing visual styles for contemporary.

Anthropic's Contextual Retrieval — prepend chunk-specific context before embedding. Use when building or optimizing retrieval-augmented generation pipelines with contextual retrieval.

Expert in contract testing for API and microservice integration. Use when writing, running, or improving tests with contract testing.

Audit a deployment protocol under the AI Control threat model. Use when you need help with control protocol audit.

ControlNet variants - canny, depth, openpose, lineart, tile, inpaint - and multi-controlnet stacking. Use when working with multimodal AI (images, audio, video) using controlnet.

Expert in Convex queries, mutations, actions, scheduling, and reactive data. Use when deploying to or building on convex edge/serverless platform.

Pick a coreference approach, evaluation plan, and integration strategy. Use when you need help with coref picker.

Expert in the Corporate design system - Professional, brand-aligned design with structured grids, minimalist layouts, and consistent enterprise patterns. Use when building UI components, applying design tokens, or implementing visual styles for corporate.

Expert in the Cosmic design system - Futuristic sci-fi aesthetic with dark themes, vibrant neon accents, and immersive spatial elements. Use when building UI components, applying design tokens, or implementing visual styles for cosmic.

Production-ready C/C++ project structure architect - validates and scaffolds enterprise-grade C/C++ applications with modern CMake best practices. Use when scaffolding, structuring, or architecting cpp cmake projects.

Production-ready C/C++ coding standards enforcing safety, modern patterns, and maintainability. Use when enforcing cpp coding conventions and style rules.

cpp-expert. Use when writing, reviewing, or refactoring cpp code.

Retrieval evaluator + web search fallback when knowledge base is insufficient. Use when building or optimizing retrieval-augmented generation pipelines with crag.

Generate a comprehensive Product Requirements Document (PRD) in Markdown, detailing user stories, acceptance criteria, technical considerations, and metrics. Optionally create GitHub issues upon user confirmation. Use when generating, improving, or structuring documentation with create prd.

Expert in the Creative design system - Playful, character-driven design with expressive typography and bold graphics for landing pages and creative projects. Use when building UI components, applying design tokens, or implementing visual styles for creative.

Pick CrewAI Crew or Flow for a given task, and scaffold the minimal implementation. Use when you need help with crew or flow.

Orchestrate role-playing autonomous agent crews with sequential and hierarchical processes. Use when building AI applications with crewai.

Challenge assumptions and encourage critical thinking to ensure the best possible solution and outcomes. Use when you need help with critical thinking.

|. Use when you need help with critique.

Produce a cross-policy comparison for a specific capability using the OpenAI Preparedness Framework v2, Anthropic RSP v3.0, and DeepMind FSF v3 as reference. Use when you need help with cross policy diff.

Production-ready C# coding standards enforcing modern patterns, type safety, and maintainability for .NET. Use when enforcing csharp coding conventions and style rules.

Expert in the Cursor design system - AI-first code editor. Sleek dark interface, gradient accents. Use when building UI components, applying design tokens, or implementing visual styles for cursor.

Review a production AI deployment for LLM Scope Violation exposure. Use when you need help with cve review.

Expert in Cypress for end-to-end testing, component testing, and modern web application testing. Use when writing, running, or improving tests with cypress.

Expert in Daft distributed dataframe for multimodal data at scale. Use when working with daft for data processing, streaming, or analytics.

Expert in Dagster software-defined assets, sensors, partitions, and Declarative Automation. Use when working with dagster for data processing, streaming, or analytics.

Dan Abramov — React, Redux, RSC; thoughtful API design, mental models over rules, \"Just JavaScript. Use when you want code review, architecture advice, or opinions in the style of dan abramov.

Production-ready Dart and Flutter coding standards. Use when enforcing dart coding conventions and style rules.

Expert in the Dashboard design system - Dark-themed cloud-platform aesthetic with modular grids, glass-like panels, and strong data hierarchy for productivity dashboards. Use when building UI components, applying design tokens, or implementing visual styles for dashboard.

|. Use when you need help with dashboard.

Data engineering patterns for ETL pipelines, data warehousing, Apache Spark, and data quality validation. Use when you need help with data engineering.

Data science and machine learning specialist - Feature engineering, model development, hyperparameter tuning, MLOps, and production deployment best practices. Use when you need help with data science ml.

Expert in separating DB config (host/port/db/user) from DB secret (password), runtime connection-string assembly via ISecretProvider, dynamic credentials, IAM/RDS auth, SCRAM/SSL, connection pooling under rotation, and zero password-in-catalog guarantees. Use when performing security analysis, auditing, or hardening with database credential hygiene.

Expert in database design, schema modeling, and data architecture. Use when designing, querying, or optimizing database databases.

Query optimization, indexing strategies, and database performance tuning for PostgreSQL and MySQL. Use when you need help with database optimization.

|. Use when you need help with dating web.

Expert in dbt-core 1.8+ with contracts, unit tests, and the semantic layer. Use when working with dbt for data processing, streaming, or analytics.

|. Use when you need help with dcf valuation.

Configure a multi-agent debate for a given task, estimating quality gain and token cost before running. Use when you need help with debate configurator.

Scaffold a multi-agent debate with N debaters, R rounds, configurable topology (full mesh, star, ring), and a convergence rule. Use when you need help with debate.

debugging-detective. Use when diagnosing, troubleshooting, or fixing bugs with debugging detective.

Teaches systematic debugging skills and problem-solving methodologies. Use when you need help with debugging mentor.

debugging. Use when you need help with debugging.

Decide whether a unified VLM should decouple its visual encoders and pick between Janus-Pro, JanusFlow, and InternVL-U. Use when you need help with decoupled encoder picker.

Claude-native deep research using DAG-based query planning, parallel subagent execution, and gap-driven iteration. No external API needed. Use when you need help with deep dive.

Expert in neural networks from first principles, including building a mini framework, from the AI Engineering from Scratch curriculum. Use when you need help with deep learning core.