slop-chop

README

slop-chop

Chop the slop. Paste in text and get back something that reads like a person wrote it.

AI writing leaves fingerprints. It runs on em-dashes, drops a semicolon into every other sentence, reaches for words like "comprehensive" and "substrate," and clears its throat with openers like "In summary" or "Giving it to you honestly." slop-chop pulls all of that out in a single pass. You can also hand it your own list of things to cut, so the result reads like you instead of a chatbot.

Why

Cleaning this up by hand is tedious, and asking the model to "stop using em-dashes" holds for about three sentences before it forgets. slop-chop just takes the text and cleans it, the same way every time.

How it works

There are two passes, and you can run either one on its own.

The first is a rules pass. It is fast and deterministic. It swaps characters, drops words you have flagged, rewrites stock phrases, and tidies the punctuation, with no model, no cost, and the same output on every run.

The second is an optional rewrite pass that hands the text to a model for the things rules cannot manage, like reworking a sentence so it no longer needs a semicolon, or nudging the writing toward a voice you picked.

ENGINE.md has the details if you want them.

Install

go install github.com/dcadolph/slop-chop@latest

Or clone and build:

git clone git@github.com:dcadolph/slop-chop.git
cd slop-chop
go install .

Usage

# Print the cleaned text to stdout. Your file is not changed.
slop-chop fix notes.md

# Clean the file in place, like gofmt -w.
slop-chop fix -w notes.md

# Pipe text through it
echo "In summary, a robust—and seamless—result." | slop-chop fix

# Flag slop without changing anything (exits non-zero if it finds any)
slop-chop check notes.md

# Use your own profile
slop-chop fix -profile myprofile.json notes.md

# Get findings as JSON for other tools to read
slop-chop check -json notes.md
slop-chop check -json -pretty notes.md

# Get the cleaned text and the findings together
slop-chop fix -json notes.md

# Deeper clean: rules first, then a model rewrite (needs ANTHROPIC_API_KEY)
slop-chop fix -rewrite notes.md
slop-chop fix -rewrite -model claude-sonnet-4-6 notes.md

check -json prints a {"findings": [...]} object to stdout, and fix -json adds the cleaned text as {"cleaned": "...", "findings": [...]}. Each finding carries the rule, the matched text, the suggested replacement, and a line and column.

Modes

• check flags what it finds and exits non-zero. Drop it in CI.
• fix writes the cleaned text to stdout and leaves your file alone. Pass -w to change the file in place instead.

Use it in CI

Add a workflow that fails a pull request when it finds slop:

name: slop-chop
on: pull_request
jobs:
  slop:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: dcadolph/slop-chop@v0.1.0
        with:
          files: docs/intro.md docs/guide.md
          # profile: myprofile.json   # optional

Rewrite pass (optional)

The rules pass is deterministic and free. For the work rules cannot do, like reworking a sentence so it no longer needs a semicolon or bending the text toward your voice, add -rewrite. It runs the rules first, then hands the result to a model.

export ANTHROPIC_API_KEY=sk-...
slop-chop fix -rewrite notes.md
slop-chop fix -rewrite -model claude-sonnet-4-6 notes.md

It defaults to Claude Opus 4.8. Set the voice it aims for with the tone list in your profile. This pass costs money and the output varies from run to run, so the rules pass stays the default.

Style profiles

A profile is a small config file that lists what to cut and what to put in its place: characters, words, phrases, and a couple of notes on tone. Keep your own and point the tool at it.

Status

Still early. The rules pass is built and working. The rewrite pass is not done yet. It will come later and sit behind a flag, because it needs an API key and costs money, and the free, predictable path should stay the default.

License

MIT. See LICENSE.