ctoth

Research Real Practitioners — AI skill for Claude Code

AI community

Task: Research What Actual Productive People Do with AI Coding.

How to install Research Real Practitioners

Installs to ~/.claude/skills/ctoth-claude.md.d-research-real-practitioners/SKILL.md

Terminal
mkdir -p ~/.claude/skills/ctoth-claude.md.d-research-real-practitioners && curl -fsSL https://raw.githubusercontent.com/ctoth/CLAUDE.md.d/HEAD/prompts/research-real-practitioners.md -o ~/.claude/skills/ctoth-claude.md.d-research-real-practitioners/SKILL.md

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

What Research Real Practitioners does

Task: Research What Actual Productive People Do with AI Coding

Context

Previous research found industry marketing and corporate best practices. Q wants to know what **actual productive developers** are doing - people who ship code, not people who write blog posts about shipping code.

What We DON'T Want

  • Corporate blog posts from AI companies
  • "Best practices" listicles
  • Marketing materials
  • Consultant frameworks
  • Anything that reads like it was written by a marketing department

Alternatives in AI

  • Codeburn — Free, local tool to track AI coding token usage and cost across 37 tools and agents (Claude Code, Cursor, Code 9.7k ★
  • CodeIsland — Real-time AI coding agent status panel in your MacBook notch — live status, approvals & replies for 13 AI tool 2.3k ★
  • Agentmemory — #1 Persistent memory for AI coding agents based on real-world benchmarks 1.9k ★

Full documentation available on GitHub

View Source Repository