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Takes your numbers and makes them *fancy*.

Go Humans! (formatters for units to human friendly sizes)

Python humanize functions

From Automated Idea Factory to Realization

AST-based outline director for human-centered AI presentation workflows.

Open-source text humanization pipeline with every intermediate step published. Two LLM rewrites at temp 1.3, then two hops across different NMT engines. Four documented methodologies you can read, modify, and run locally.

Best static AI text humanizer. Two research-grounded skills that work in any LLM (Claude, ChatGPT, Gemini, Codex): humanize beats perplexity-based detectors, ai-check produces forensic scoring with evidence-quoted flags. Nine levers, 50+ peer-reviewed sources, 2024-2026 detection literature.

The agent flow system for token maxxing.