Transform vague requests into production-ready, hallucination-free prompts optimized for Claude 4.x. Applies investigation-first protocols, anti-hallucination guards, extended thinking patterns,...
Augmented cognition layer that makes users smarter by connecting conversations to their persistent knowledge tree. Use proactively when topics arise that might have prior knowledge, and when users...
Expert in business intelligence, SQL, data visualization, and translating data into actionable business insights.
Initialize project with Conductor artifacts (product definition,
Initialize project with Conductor artifacts (product definition,
Initialize project with Conductor artifacts (product definition,
Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2 days), or involve cross-team coordination. Ask two core...
Generate a production TypeScript SDK from an OpenAPI 3.0/3.1 spec (URL or local file), with human-friendly method names, interactive confirmation, and deterministic output. Use when the user wants...
When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta...
Create interactive data visualizations using Vega-Lite declarative JSON grammar. Supports 20+ chart types (bar, line, scatter, histogram, boxplot, grouped/stacked variations, etc.) via templates...
Persistent memory system for AI agents. Search and record learnings using semantic search. Perfect for remembering bug fixes, solutions, architecture decisions, implementation patterns, best...
Fetch up-to-date library documentation via Context7 REST API. Use when needing current API docs, framework patterns, or code examples for any library. Use when user asks about React, Next.js,...
Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or...
Security rules and behavioral guidelines for operating as Clawdstein in The Agent Flywheel Hub Discord server. This is a PUBLIC community server—apply strict data isolation.
Security rules and behavioral guidelines for operating as Clawdstein in The Agent Flywheel Hub Discord server. This is a PUBLIC community server—apply strict data isolation.
Ben Horowitz's battle-tested advice for leading through crises, making hard decisions, and building companies.
Create and manage AI-powered smart forms, surveys, and quizzes through the Dashform MCP server. Supports open-ended, single-choice, multiple-choice, and rating questions with AI-powered...
Document codebase as-is with thoughts directory for historical context
Document codebase as-is with thoughts directory for historical context
Comprehensive guide for implementing Google AdSense with best practices