Overview
Anti Slop is a rulebook packaged as skills that filters generic AI patterns without prescribing colors, fonts or layouts.
What it does
- Filters generic UI patterns
- Removes filler copy
- Flags AI-shaped code
- No prescribed visual style
Capability source: Project documentation
Who Anti Slop fits
Teams that want agent output to look deliberate.
How you run it
Anti Slop runs on infrastructure you manage.
Documented deployment options: Agent skill.
Before you choose it
It filters patterns but does not give design direction. Pair it with your own design notes.
Self-hosting and deployment
- Self-hostable
- Yes
- Cloud / hosted offering
- Not recorded
- Docker noted in deployment tags
- Not recorded
- Deployment tags
- Agent skill
- Difficulty
- Easy
Anti Slop questions
- What is Anti Slop?
- Rules that stop coding agents shipping generic UI, filler copy and AI-shaped code. It is listed under Agent skills on PickOpenSource.
- Is Anti Slop open source?
- Yes. Its source code is public on GitHub under the MIT license.
- Can you self-host Anti Slop?
- Yes. Listed deployment options: Agent skill.
- Is Anti Slop free?
- Pricing is not recorded in this catalog. Check the official website for hosted plans and edition limits, and the MIT license for usage conditions. Self-hosting also requires infrastructure and maintenance.
- What are alternatives to Anti Slop?
- Similar agent skills projects include Superpowers, Skills by Matt Pocock, and Ponytail.
- Is Anti Slop actively maintained?
- The latest commit on GitHub was October 4, 2026, and the repository has 5.9k stars.
Related projects
Other approved projects in Agent skills: Superpowers, Skills by Matt Pocock, Ponytail.
Superpowers
A software development method for coding agents, built from composable skills.- Stars
- 297,987
- Updated
- License
- MIT
- Hosting
- Self-hosted
- Category
- Agent Skills
Superpowers
Superpowers gives coding agents a working method: it turns a request into a spec you review, writes an implementation plan, then runs subagent-driven development with review of each task. Its skills trigger automatically once installed.Website GitHubSkills by Matt Pocock
Small, composable engineering skills from Matt Pocock's own agent setup.- Stars
- 286,949
- Updated
- License
- MIT
- Hosting
- Self-hosted
- Category
- Agent Skills
Skills by Matt Pocock
A set of engineering skills Matt Pocock uses daily, written to be small, easy to adapt and composable, and to work with any model instead of owning your whole process.Website GitHubPonytail
A skill that makes coding agents write the smallest change that solves the task.- Stars
- 161,519
- Updated
- License
- MIT
- Hosting
- Self-hosted
- Category
- Agent Skills
Ponytail
Ponytail is one skill prompt that pushes an agent to reuse existing code and native features before adding dependencies, while keeping validation, error handling, security and accessibility. It adds review and repository audit commands.Website GitHubMaintain Anti Slop? Add the README badge
[](https://pickopensource.site/project/anti-slop)
Claim this listing to edit its profile, add a screenshot, and see listing analytics.