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id9326
titleAddress "Bots and Cheaters" Criticism in DevIndex Docs
stateClosed
labels
documentationenhancementai
assigneestobiu
createdAtFeb 27, 2026, 11:04 AM
updatedAtFeb 27, 2026, 11:10 AM
githubUrlhttps://github.com/neomjs/neo/issues/9326
authortobiu
commentsCount1
parentIssuenull
subIssues[]
subIssuesCompleted0
subIssuesTotal0
blockedBy[]
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closedAtFeb 27, 2026, 11:10 AM

Address "Bots and Cheaters" Criticism in DevIndex Docs

Closed v12.0.0 documentationenhancementai
tobiu
tobiu commented on Feb 27, 2026, 11:04 AM

The DevIndex top 20 contains obvious outliers (e.g., accounts with 6 million commits). This naturally leads to criticism that the index is full of "cheaters and bots."

We need to update the documentation to clearly articulate our philosophy: we do not censor the raw data (unless the profile explicitly self-identifies as a bot). These outliers are valuable datasets for researchers studying automation trends.

We will update Methodology.md and FAQ.md to:

  1. Explain this philosophy.
  2. Point users to the Hide Commit Ratio > 90% filter for a more "human" view.
  3. Invite the community to submit PRs for better algorithmic filters or data annotations instead of just complaining.
tobiu added the documentation label on Feb 27, 2026, 11:04 AM
tobiu added the enhancement label on Feb 27, 2026, 11:04 AM
tobiu added the ai label on Feb 27, 2026, 11:04 AM
tobiu referenced in commit 05938d4 - "docs(devindex): Address 'bots and cheaters' criticism (#9326) on Feb 27, 2026, 11:09 AM
tobiu assigned to @tobiu on Feb 27, 2026, 11:10 AM
tobiu
tobiu Feb 27, 2026, 11:10 AM

Input from Gemini 3.1 Pro:

✦ I have successfully applied the refined changes to Methodology.md and FAQ.md. The problematic 'script kiddie' phrase was replaced with 'automation spam', the redundant Data Factory wording was fixed, and the new philosophy section now correctly references the Data Scientists guide.

The changes have been committed and pushed to dev.

tobiu closed this issue on Feb 27, 2026, 11:10 AM
tobiu cross-referenced by #9325 on Feb 27, 2026, 11:44 AM