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Contribution dossier

@ecgang · mhsanaei/3x-ui

Per-PR evidence — independent human review kept separate from automation, third-party maintainer identities redacted by default.

Reflects merged public-repo code contributions. Does not capture private, non-code, or correct-but-overruled work.

01how scrutiny is counted

A · independent human

A maintainer or collaborator who is not the contributor. The real signal — weighted highest.

B · repo automation

Configured bots and CI review tools. Neutral — volume is not rigor, so it is never added to human review.

C · self-review

Review the contributor ran on their own work. A process signal — diligence, not external validation — kept separate.

mergedestablished repo1 review roundcloses #5803
mhsanaei/3x-ui#5809

clean execution — merged with zero human change-requests

merged by a repo maintainerrepo provenance: establishedmerger independent

0 human change-requests on record

closes #5803

This contribution was a medium-sized pull request (99 additions, 2 deletions across 15 changed files) that was linked, via GraphQL issue-linkage data, as closing issue #5803.

The PR was merged by a party recorded as independent of the contributor, under a 'frictionless_merge' decision pattern: zero human-requested changes, a single review round, and a review thread that was fully resolved (1 of 1 threads). No rubber-stamp risk was flagged for this merge.

03competencies

  • Code authorshipMEDIUM

    The change was a contained, non-deletion-heavy modification (99 additions vs. 2 deletions, 15 files), consistent with authored feature or fix work rather than large-scale removal or churn.

  • Iterative refinementNO SIGNAL

    shown as absent, not inferred

  • Independent reviewNO SIGNAL

    shown as absent, not inferred

  • Defect resolutionNO SIGNAL

    shown as absent, not inferred

  • Repository standingMEDIUM

    The contributor is recorded at an 'established' provenance tier with the contribution counted at full weight.

  • Issue linkageMEDIUM

    The PR was formally linked to closing issue #5803 via GraphQL-sourced linkage data, indicating the work was tied to a tracked repository issue rather than being unscoped.

AI-synthesized from the deterministic evidence on this page — no new facts introduced.

independent human review

No independent human reviews on record.

automated review tools

  • Rf7db7e95fa17b366 — commented

self-review — diligence, not validation

+99 −215 files1 review round1/1 threads resolved

timeline

  1. commit 97bedfa0
  2. opened
  3. review · B · Rf7db7e95fa17b366 · COMMENTED
  4. commit 07942cfa
  5. review · C · Re6a08b11cfd14434 · COMMENTED
  6. merged

review threads: 1 resolved · 0 unresolved(engagement, not validation)

06how to read this

  • Self-review is diligence, not validation — it never counts as external acceptance.
  • Automation volume is not rigor — a wall of bot comments proves nothing about the work.
  • An abnormally fast merge of a large diff is a risk flag, not an achievement.
  • Lines changed is not a score — a large deletion or refactor can be as valuable as a large addition.

method: harvested from public GitHub · deterministic derivation · third-party identities redacted by default

No endorsement by any maintainer, reviewer, or repository is implied.