Tellcheck for GitHub

Your issue tracker is filling with AI slop. Screen it.

Tellcheck for GitHub flags likely AI-generated pull requests and issues on GitHub, right on the page. One click, comments scored, reasons shown. Built for maintainers who read contributions for a living and are tired of burning review time on generated ones. Nobody can reliably prove AI authorship after the fact, ours included; this surfaces tells for a human to weigh, not a verdict to trust blindly.

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What actually leaves your browser. Nothing, until you click scan. Then: the text of the PR or issue on screen (code blocks stripped), sent over HTTPS to Tellcheck's scoring server, plus a random id that only counts your daily free scans and resets every day. That's a "won't", not a "can't": the text does leave the browser, there's no way around that for a server-side detector. What the server won't do is store it, log it in full, or tie it to your GitHub account, name, or email. The extension asks for one permission, storage; see the full policy or read manifest.json yourself.

Tellcheck for GitHub scanning a pull request: a red badge flags the AI-generated description with the signals that fired, a green badge marks the human review comment as clean
One click. Every comment scored, with the reasons shown.

Why maintainers use it

Codeberg, Godot, OpenJDK, Rust, and Ghostty all took some public stance on AI-generated contributions this year, and every one of those policies runs into the same wall: someone has to actually read the submission to enforce it. That's where the burnout is, not in any argument about authorship. Tellcheck for GitHub does the first read: a scan button on every PR and issue, a badge on every comment, and a breakdown of exactly which signals fired so you can judge for yourself instead of taking a black box's word for it.

Tellcheck for GitHub batch mode on a repository's pull request list, with a small badge next to each open PR showing its AI score
Batch mode scores a repo's open pull requests at a glance.

Why this exists now

Three projects, three different answers, all from primary sources: Rust's core teams adopted a formal LLM policy for the main repo in August, distinguishing assistance from authorship. OpenJDK's interim policy on generative AI excludes LLM-generated content from contributions outright. Codeberg's members voted to stop hosting projects that are mostly AI-generated. Tellcheck for GitHub takes no side on whether AI-assisted contributions should be allowed anywhere, including on projects that ban them outright, and it isn't riding any one project's policy. It exists because whichever way a project lands, somebody still has to check.

How accurate is it, honestly

Lead with the number that matters most for a tool that flags people: how often it is wrong about a human. On a held-out set of 4,300 non-native-English essays, real writing from real ESL students, the false-positive rate is 7.8% at the shipped operating point. Not zero. On current-model AI text it catches about 92% at that 5% false-positive point (AUROC 0.983 on the 2025-generator held-out set), dropping to 67% on 2022-era base models, all self-reported and laid out on the measurement page. The failure modes are real and named there: short text gets no verdict at all, and text a person drafted then had a model polish is the case this kind of style detector is weakest against, by design, since the words on the page really were shaped by the model. Non-native and formal English is the honest risk class, and that 7.8% is exactly it, measured at scale rather than flattered. That is why every flag is a signal at a stated false-positive rate, never proof, and the advice never changes: judge the contribution, not the author.

Pricing

Free, with a cap of 30 scored texts a day per install. No account, no signup. There is no paid tier yet; if one ships later, this page and the extension will say so before it changes anything for you.

More from Tellcheck

The same detector is also available as a metered HTTP API for scoring text anywhere, not just on GitHub: Tellcheck API.