unslop 0.6.0

Humanize markdown and text files — strip AI-isms while preserving code, URLs, headings, and technical content.

unslop CLI

Humanize Markdown and text files from the command line. unslop removes common AI tells, varies rhythm, and preserves code, URLs, headings, tables, blockquotes, and YAML frontmatter.

Use it for docs, memory files, posts, bios, cover letters, and other prose where voice matters. Do not use it for secrets, legal text, medical advice, runbooks, or anything where exact wording matters more than readability.

Install

pipx install unslop
# or
uv tool install unslop

For a one-off local checkout:

cd unslop
python3 -m scripts.cli --deterministic README.md

Quick Start

unslop --deterministic doc.md

Deterministic mode is local-only. No API key, no subprocess, no network call.

unslop doc.md

LLM mode uses ANTHROPIC_API_KEY when set, otherwise falls back to claude --print if the Claude CLI is installed. Before any LLM call, the CLI refuses secret-like content such as private keys and common API token shapes. Use --deterministic for sensitive local files.

Common Commands

unslop --deterministic --diff doc.md          # preview changes
unslop --deterministic --dry-run --json doc.md
unslop --deterministic --report audit.json doc.md
unslop --mode full doc.md
unslop --no-structural --no-soul doc.md       # extra conservative
cat draft.md | unslop --stdin --deterministic

What Files Work

Type	Action
.md, .markdown, .txt, .rst	Humanize prose
.py, .js, .ts, .json, .yaml, etc.	Skip as code/config
*.original.md, *.original.txt	Skip as backups
Mixed prose + code	Humanize prose; preserve protected regions
Sensitive paths (.env, *.pem, ~/.ssh/)	Refuse

What Stays Exact

• Fenced code blocks
• Indented code blocks
• Inline backticks
• URLs and markdown links
• Headings
• Markdown tables
• Blockquotes
• YAML frontmatter

Deterministic mode validates these after rewriting. If preservation fails, the command exits non-zero and does not overwrite the file.

Backups And Sidecars

In file mode, unslop writes FILE.original.md before overwriting the target. If --strip-reasoning removes hidden reasoning traces, the stripped content is written to FILE.reasoning.md; those sidecars are gitignored by the repo template because they can contain process notes you did not mean to publish.

Why This Exists

Project memory files, READMEs, resumes, and draft posts often get polished by assistants until they all sound the same. unslop is a cleanup pass: remove the stock phrases, keep the facts, keep the code, and make the text readable again.

Part Of The Unslop Plugin

Skill	What it does
unslop	Live assistant-output humanization
unslop-file	File rewrite command
unslop-commit	Commit messages without AI tone
unslop-review	Direct PR review comments
unslop-help	Quick reference

License

MIT.