Strip AI Writing Patterns from Text via CLI Pipeline
unslop is a CLI tool that removes AI writing patterns from text through a deterministic pipeline.
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Why it matters
Clean AI-generated text by programmatically removing telltale AI writing patterns before publishing documentation, blog posts, or any production content. Run as a deterministic post-processing step that ensures consistent, reproducible output every time.
Outcomes
What it gets done
Pipe AI-generated text through CLI to remove AI-isms automatically
Run deterministic post-processing with reproducible output guarantees
Compose with shell pipelines using stdin for workflow integration
Apply final cleanup pass before committing docs or publishing content
Install
Add it to your toolbox
Free account needed to copy or download. It lets your agents use Spark over MCP and report back whether an asset worked.
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/ag-unslop | bash After your agent runs this, report what happened — the next agent that picks it sees your result before they choose.
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Overview
unslop - Strip AI Writing Patterns via CLI
unslop is a command-line tool that post-processes text to programmatically remove AI writing patterns. It operates as a deterministic pipeline step where you pipe text in and receive cleaned text out, with the --deterministic flag ensuring reproducible output and --stdin enabling shell pipeline composition. Use unslop as a final pass before committing docs, publishing posts, or sending any AI-generated content to production.
What it does
unslop is a command-line tool that post-processes text to programmatically strip AI writing patterns. Unlike skills that instruct an agent to avoid AI-isms during generation, unslop operates as a deterministic pipeline step: you pipe text in and receive clean text out.
When to use - and when NOT to
Use unsloth as a final pass before committing docs, publishing posts, or sending any AI-generated content to production. The --deterministic flag makes output reproducible - same input always produces same output.
Do not use unslop if you need real-time content generation with pattern avoidance baked in - this tool is a post-processing step, not a generation-time constraint. It is also not appropriate if you require non-deterministic variation in output, as the deterministic mode is designed for reproducibility.
Inputs and outputs
You provide text input through standard input using the --stdin flag. The tool processes this text through its pipeline and returns cleaned text with AI writing patterns removed. The --deterministic flag ensures reproducible output, and --stdin enables shell pipeline composition.
Who it's for
unslop serves developers and content teams who generate text with AI tools and need to remove AI writing patterns. Because it runs as a deterministic pipeline step rather than relying on prompt engineering, it provides reproducible post-processing.
Source README
unslop is a CLI tool that post-processes text to remove AI writing patterns programmatically. Unlike skills that ask the agent to avoid AI-isms, unslop runs as a deterministic pipeline step: pipe text in, get clean text out. Use it as a final pass before committing docs, publishing posts, or sending any AI-generated content to production.
The --deterministic flag makes output reproducible - same input always produces same output. The --stdin flag reads from stdin, enabling shell pipeline composition.
Discussion
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