Show HN: Zero Slop – Open-source skill that finds and fixes AI slop in writing
Zero Slop Find and remove AI slop in your writing. Get rid of workslop without losing your core intent and message. Zero Slop is a free, open-source agent skill that finds and removes AI slop while checking that the core details of your message survive the edit.
- ▪Zero Slop Find and remove AI slop in your writing.
- ▪Get rid of workslop without losing your core intent and message.
- ▪Zero Slop is a free, open-source agent skill that finds and removes AI slop while checking that the core details of your message survive the edit.
Hacker News (AI / LLM) files mainly under ai. We currently carry 7,242 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →
Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | GitHub |
| Canonical URL | https://github.com/manavmishra/ZeroSlop |
| Publication time | Fri, 02 Oct 2026 00:04:16 +0000 |
| Retrieval time | 2026-10-02T00:12:55.453Z |
| Last seen | 2026-10-02T00:12:55.453Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | C9BDIsURwejy · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
Zero Slop Find and remove AI slop in your writing. Get rid of workslop without losing your core intent and message. Zero Slop is a free, open-source agent skill that finds and removes AI slop while checking that the core details of your message survive the edit. If your AI setup does not support agent skills, try the browser editor or use our MCP connector. Why it exists An AI draft can be grammatically sound and still read like workslop. In a compatible AI assistant, Zero Slop flags slop patterns, then guides the edit. The writing score finds patterns worth reviewing; it cannot tell who wrote the text. See an edit Let's see Zero Slop at work.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.