EconGeo

Humanize Auditor — Data & AI agent for Claude Code

Data & AI community

Read-only auditor for AI-voice tells in academic prose.

How to install Humanize Auditor

Installs to ~/.claude/agents/econgeo-ai-audit-humanize-auditor.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/EconGeo/ai-audit/HEAD/agents/humanize-auditor.md -o ~/.claude/agents/econgeo-ai-audit-humanize-auditor.md

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

What Humanize Auditor does

name: humanize-auditor description: Read-only auditor for AI-voice tells in academic prose. Reviews `.tex`, `.qmd`, `.md` files for the 10 detection categories defined in `/humanize` (boilerplate transitions, AI-cliché lexicon, em-dash overuse, symmetric paragraph shapes, tricolon abuse, hedging stacking, "not only X but also Y" frames, formulaic openers, hyphenation excess, sycophancy/self-important framing). Produces a structured report without editing. Use when invoked by `/humanize`. too

Alternatives in Data & AI

Peon Ping — Warcraft III Peon voice notifications (+ more 4k ★
Stack Auditor — Audits a codebase's AI agent stack against the live best-of-Agent-Harnesses dataset — finds which harnesses th 801 ★
Kiro Steering — agent-style v0.4.2 — literature-backed technical-prose writing rules for AI agents 650 ★