A useful rule starts with a clear example.

Match

Posts promoting token presales, unsolicited airdrop claims or giveaways that ask readers to connect a wallet.

Exception

Scam warnings, cryptography research or open-source blockchain explanations without a sale promotion.

Suggested starting threshold: 90%

Check before enabling: Scam warnings can repeat the same promotional wording.

Match

Generic replies that ask for likes or follows, repeat empty slogans or contain unrelated promotional text.

Exception

Specific questions, factual corrections or concise original observations relevant to the discussion.

Suggested starting threshold: 90%

Check before enabling: A short relevant reply can look like generic engagement bait.

Match

Original posts explaining open-source machine learning research with concrete findings or benchmark results.

Exception

Affiliate links, promotional tool lists or unsupported hype.

Suggested starting threshold: 90%

Check before enabling: A research announcement is not proof that the research is sound.

Match

Original technical explanations that share a concrete example or a reproducible result.

Exception

Advertisements or generic motivational posts.

Suggested starting threshold: 90%

Check before enabling: An explanation can sound convincing while being incorrect.

Match

Posts using personal insults or deliberately inflammatory claims to provoke angry replies.

Exception

Civil criticism, factual debate or reporting that quotes an attack without endorsing it.

Suggested starting threshold: 95%

Check before enabling: Quoted insults in a factual report can resemble the original attack.

Match

Posts announcing a new open-source software release with a version number, changelog or repository link.

Exception

Paid product ads, giveaways or unsubstantiated release rumors.

Suggested starting threshold: 90%

Check before enabling: A sponsored announcement can also link to a real repository.

Match

Posts explaining a programming task with concrete steps, code or a reproducible example.

Exception

Course promotions that do not include an explanation in the post.

Suggested starting threshold: 90%

Check before enabling: A short introduction may omit the useful steps in a linked article.

Match

Posts explicitly advertising an open remote software engineering role and how to apply.

Exception

Job-seeker introductions, unpaid opportunities or recruitment courses.

Suggested starting threshold: 90%

Check before enabling: The model cannot verify that a vacancy is still open.

Match

Posts describing a specific software vulnerability, affected version and mitigation or patch.

Exception

Unsubstantiated breach rumors and promotional security tool lists.

Suggested starting threshold: 90%

Check before enabling: A hypothetical vulnerability can sound like a confirmed incident.

Match

Posts giving a concrete bug report or feature request about ReDeck.

Exception

Generic praise, giveaways or discussions of unrelated products.

Suggested starting threshold: 90%

Check before enabling: Replace ReDeck with your product name and preview ambiguous mentions.

Match

Posts announcing a software engineering meetup, conference talk or workshop with a date.

Exception

Past-event recaps and unrelated sales events.

Suggested starting threshold: 90%

Check before enabling: A repost may describe an event whose date has already passed.

Match

Posts releasing a research dataset with access details and a description of its contents.

Exception

Dataset wish lists or promotional claims without release details.

Suggested starting threshold: 90%

Check before enabling: Jev cannot inspect the linked data or confirm its license.

Match

Posts describing the author’s own software product development with a concrete implementation detail or lesson.

Exception

Generic motivational slogans or promotion of someone else’s product.

Suggested starting threshold: 90%

Check before enabling: The list action adds the author, not the post. Choose a list you manage.

Match

Posts where the author explains a change they made to an open-source project or asks for feedback on their release.

Exception

Reposted announcements without first-person project involvement.

Suggested starting threshold: 90%

Check before enabling: First-person language does not verify that someone maintains a project.

Match

Posts describing the author’s firsthand observations at a technology event with specific details.

Exception

Secondhand summaries, advertisements and imagined scenarios.

Suggested starting threshold: 90%

Check before enabling: A post can claim firsthand access without providing proof.

Match

Posts that give a concrete troubleshooting step or answer a technical question with an explanation.

Exception

Dismissive replies, sales pitches or vague one-line advice.

Suggested starting threshold: 90%

Check before enabling: Jev can recognize an explanation without verifying its technical correctness.

Match

Posts consisting mainly of unsolicited sales pitches, discount codes or requests to buy a service.

Exception

Detailed product comparisons, customer support and transparent release notes.

Suggested starting threshold: 90%

Check before enabling: A useful independent review may quote sales language.

Match

Posts announcing a stable open-source release with a concrete list of changes and a repository link.

Exception

Pre-release builds, rumors, sponsored posts or affiliate links.

Suggested starting threshold: 95%

Check before enabling: Reposts appear on your profile. Preview carefully before enabling this public action.