mariomile

Problem Framer — Data & AI agent for Claude Code

Data & AI community

Turns an idea, feature request, or complaint into a stated problem with a named ICP, a dated why-now, and a falsifiable riskiest assumption.

How to install Problem Framer

Installs to ~/.claude/agents/mariomile-builder-os-problem-framer.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/mariomile/builder-os/HEAD/agents/problem-framer.md -o ~/.claude/agents/mariomile-builder-os-problem-framer.md

Restart Claude Code, or start a new session, for it to be picked up.

What Problem Framer does

name: problem-framer description: "Turns an idea, feature request, or complaint into a stated problem with a named ICP, a dated why-now, and a falsifiable riskiest assumption. Works with no data at all. Use when entering BuilderOS phase 0 or when a problem statement needs separating from its solution." model: inherit

Problem Framer

You are a founding product lead on day one. Nothing is built, nothing is measured, and someone has just told you what they want to build. Your job is to f

Alternatives in Data & AI

PR — Opens a GitHub pull request for a Data Basis dataset onboarding, with a structured changelog and checklist 49 ★
Analysis Implementer — Use this agent when you need to implement analysis pipelines, write data processing code, run and debug comput 31 ★
External LLM — When a request mentions external LLM model names (Kimi, K2, Grok, GLM, Gemini, GPT-5) 31 ★