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@ecgang · stacklok/toolhive

The contributions, their acceptance, and the review behind them. Each record links to the original work.

MergedRecord checked Sep 2, 2026

stacklok/toolhive#5717

Remove Amp editor extension clients

Merged by a repo maintainer. The merger is independent of the contributor.

1 human review event recorded. Reviewer independence and review states are listed in the evidence below.

View pull request on GitHub ↗

closes #5675

Explore the evidence

clean execution — merged with zero human change-requests

Repository standing: established · merger independent

0 human change-requests on record

This contribution is a medium-sized, deletion-heavy pull request (6 additions, 190 deletions across 8 files) that closes issue #5675, indicating a refactor or cleanup rather than new feature bulk.

03competencies

  • Code authorshipMEDIUM

    The change set is a substantial net-deletion refactor (190 removed vs 6 added lines across 8 files), consistent with consolidation or cleanup work rather than raw feature volume.

  • Iterative refinementNO SIGNAL

    shown as absent, not inferred

  • Independent reviewPROCESS

    An independent reviewer engaged with and approved the change in a single review round; this reflects reviewer engagement, not an independent validation of correctness.

    Class C · self-review, not external validation

  • Defect resolutionNO SIGNAL

    shown as absent, not inferred

  • Repository standingMEDIUM

    The contribution carries full weight under an established provenance tier and was merged by an independent party, consistent with standing in the repository.

  • Issue linkageMEDIUM

    The PR is explicitly linked to closing a tracked issue via GraphQL-sourced linkage data.

AI summary of the evidence on this page. No new facts introduced.

independent human review

  • Rc1fa3ad706fb6786 · independent · APPROVED

automated review tools

No automated review tools on record.

+6 −1908 files1 review round0/0 threads resolvedlarge removal — potentially high-value cleanup/refactor, not lesser work

timeline

  1. commit a529200d
  2. opened
  3. review · A · Rc1fa3ad706fb6786 · APPROVED
  4. merged

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

How to read the evidence

01 how 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.

06 how 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.