Aislop – deterministic quality gate for AI-generated code (MIT, no LLMs)
Aislop is a quality gate tool designed for AI-generated code, ensuring that it meets engineering standards. It identifies and fixes issues such as dead code and oversized functions, providing a score from 0 to 100. The tool is easy to use, requiring no installation and supporting multiple programming languages.
- ▪Aislop scans AI-written code for various issues and provides a score based on its quality.
- ▪It offers auto-fixing capabilities for mechanical issues and can hand off unresolved problems to coding agents.
- ▪The tool can be integrated into CI/CD pipelines to enforce quality standards.
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,301 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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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/scanaislop/aislop |
| Publication time | Tue, 19 May 2026 11:20:35 +0000 |
| Retrieval time | 2026-05-19T11:24:57.511Z |
| Last seen | 2026-05-19T11:24:57.511Z |
| 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 | tKDPEGk3N5-J |
| 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
aislop The engineering standards layer and quality gate for AI-written code. Catches the slop AI agents leave behind: dead code, oversized functions and files, unused imports, as any casts, swallowed errors, hallucinated imports, todo stubs, narrative comments. Scores 0–100. Deterministic (regex + AST, no LLMs). 8+ languages. Quick start npx aislop scan No install needed. Works on any project. Get your score in seconds. npx aislop fix # auto-fix issues npx aislop fix -f # aggressive fixes (deps, unused files) npx aislop ci # CI mode (JSON + gate) npx aislop hook install --claude # per-edit hook Public badge: Show your score on your README [](https://scanaislop.com) Run npx aislop badge to auto-generate.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.