Socratic Prompt Generator Built as React Artifact Inside Claude
A developer has created a Socratic prompt generator that operates as a React artifact directly within Claude. Unlike typical prompt generators that simply rephrase input, this tool forces AI to engage in reasoning before execution.
How It Works
The generator scans user input and automatically detects several elements:
- Complexity
- Domain
- Audience
- Action verbs
Based on this analysis, it generates three prompt tiers:
- Light: Quick reframe of the input
- Medium: Adds role definition and audience psychology
- Heavy: Builds full prompt architecture with four reasoning phases, dynamic role definitions, operating rules, failure mode phase, cross-domain borrowing, and auto-generated north star
Key Features
The tool includes 13 specific features:
- Complexity auto-detection
- 3-tier variant system
- Socratic phase architecture
- Dynamic role definitions
- Context-aware operating rules
- Domain detection engine
- Action verb extraction
- Audience extraction
- Auto-generated north star
- Failure mode phase
- Cross-domain borrowing
- Persistent prompt library with timestamps
- Full copy/save/delete functionality
Notable Implementation Details
The failure mode phase is particularly significant—before the AI produces any output, it must identify what a lazy version would look like and what a smart critic would tear apart. According to the developer, this single feature dramatically changes output quality.
The tool is built as a React artifact that runs directly inside Claude with no installation required. It's free to use and was inspired by Usama's Socratic prompting framework on Facebook, which the developer systematized into an automated generator.
📖 Read the full source: r/ClaudeAI
👀 See Also
Marmy: A Self-Hosted Framework for Managing AI Coding Agents Remotely
Marmy is an open-source, MIT-licensed framework built with Claude Code that lets developers manage AI coding agents and tmux sessions from a mobile app. It includes a Rust agent for development machines and a React Native app for remote control.
OpenClaw Optimizer v1.18.0 released with OpenClaw v2026.3.7 alignment
OpenClaw Optimizer skill v1.18.0 is now aligned with OpenClaw v2026.3.7, adding support for new AI providers including Google Gemini 3.1 Flash-Lite and OpenAI gpt-5.4, plus new CLI commands like /session idle and /usage cost.
Queuelo: A Lightweight Approval API for LLM Agents
Queuelo is a simple API layer that lets LLM agents pause before irreversible actions. Agents POST action requests, you get notified to approve or reject, and the agent receives the answer via webhook.
Claude Skills: 12 Strict Coding Rule Packs for TypeScript, Rust, Swift, Go, JS, Postgres, and Audits
12 markdown files with opinionated, version-aware rules for TS, Rust, Swift, Go, JS, Postgres, security, performance, testing, code review, GitHub standards, and git commits. MIT, free, no signup.