2010YOUY01 opened a new pull request, #26991:
URL: https://github.com/apache/datafusion/pull/26991
## Which issue does this PR close?
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- Closes #.
## Rationale for this change
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Label PRs from potentially automated accounts with AgentScan
### How would this automation look like
Here is a demo in Node.js repo, this PR adds something similar
- https://github.com/nodejs/node/pull/67158
It will automatically add the `Prolific Author` label and one AI-policy
reminder when a PR author is classified as agents-like.
`Prolific Author` is introduced by @alamb in
https://github.com/apache/datafusion/issues/23839#issuecomment-6340201744, now
it's manually managed, maybe we can rename it to something like
`PotentialAgents:auto-detected` and `PotentialAgents:community-flagged` later.
### How it works
1. CI installs the TypeScript packages `@unveil/vk` and `@unveil/identity`
through npm.
2. `@unveil/vk` fetches the PR author’s public GitHub activity.
3. `@unveil/identity` scores the activity locally using signals such as 24/7
activity or 100 PRs per day. Authors classified as `mixed` or `automation`
receive the label and policy reminder.
Note `identity` is the core scoring engine behind AgentScan, which the same
as what `Node.js` repo is using in their CI
Example user scan:
- https://agentscan.tools/user/%20ump45nose%20
## What changes are included in this PR?
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Added 2 GitHub workflow. Their top comments explains their inner mechanism.
## What is the testing strategy for this PR?
I think it's not easy to test before merge, so I let Codex double checked
that this will likely work.
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## Are there any user-facing changes?
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