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Restrict agentic-labeler to exactly one area-* label#35567

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fix/agentic-labeler-one-area-rule
May 21, 2026
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Restrict agentic-labeler to exactly one area-* label#35567
PureWeen merged 1 commit into
mainfrom
fix/agentic-labeler-one-area-rule

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Note

Are you waiting for the changes in this PR to be merged?
It would be very helpful if you could test the resulting artifacts from this PR and let us know in a comment if this change resolves your issue. Thank you!

What

Restrict the agentic-labeler to apply exactly one area-* label per item, while still allowing multiple platform/* labels.

Why

Backfilling the 26 items affected by the max:1 bug (fixed in #35540) revealed that the labeler occasionally applies multiple area-* labels for ambiguous cases:

The intended behavior is exactly one best-fit area-* per item (a label-quota distinction not expressible via safe-outputs.add-labels.max: — that field counts total labels, not labels per prefix). The fix has to live in the agent's instructions.

Changes

.github/skills/agentic-labeler/SKILL.md

  • Scope section: "Exactly one area-*" / "One or more platform/*".
  • Area rules section: renamed heading, changed "pick one or more" → "apply exactly one".
  • New tie-breaking heuristics for the area-* selection:
    • Specific control beats generic area (area-controls-tabbedpage over area-navigation)
    • Sub-area beats parent area (area-safearea over area-layout)
    • Subject-matter focus beats incidental touch
    • When genuinely tied, prefer the user-visible feature
  • Mixed-PR rule clarified: infra-primary PRs get only area-infrastructure (no second product area).

.github/workflows/agentic-labeler.md

.github/workflows/agentic-labeler.lock.yml

  • Regenerated via gh aw compile. Diff is frontmatter-hash + heredoc rotations only — no semantic change to the compiled config.

Validation

  • Reviewed all 21 existing eval scenarios in tests/eval.yaml — none assert multiple area-* labels, so no test updates needed.
  • The max: 10 cap in safe-outputs is preserved as a blast-radius safeguard (one area + several platforms still fit comfortably).

Follow-ups (not in this PR)

If accuracy of the "one area" rule drops below ~95% in eval runs, consider adding a deterministic post-step that strips extra area-* labels per a known precedence list (Option B from the design discussion).

The labeler was applying multiple area-* labels for ambiguous cases (e.g.,
both 'area-layout + area-safearea' on #35501 and 'area-navigation +
area-controls-tabbedpage' on #35490). The intended behavior is exactly one
best-fit area-* label per item, while still allowing multiple platform/*
labels.

Changes:

* SKILL.md scope: 'Exactly one area-*' / 'One or more platform/*'.
* SKILL.md area-* section: rename heading, change 'pick one or more' to
  'apply exactly one', add tie-breaking heuristics:
  - Specific control beats generic area
  - Sub-area beats parent area
  - Subject-matter focus beats incidental touch
  - When genuinely tied, prefer user-visible feature
* SKILL.md Mixed-PR rule: infra-primary PRs get only area-infrastructure
  (no second product area).
* Workflow prompt: add explicit reinforcement that area-* is single, but
  multiple platform/* labels are expected.
* Workflow comments: fix stale 'max: 1' references left over from PR #35540
  (the safe-outputs cap is now max: 10).
* agentic-labeler.lock.yml regenerated (frontmatter hash + heredoc
  rotations only — no semantic change to compiled config).

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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🚀 Dogfood this PR with:

⚠️ WARNING: Do not do this without first carefully reviewing the code of this PR to satisfy yourself it is safe.

curl -fsSL https://raw.githubusercontent.com/dotnet/maui/main/eng/scripts/get-maui-pr.sh | bash -s -- 35567

Or

  • Run remotely in PowerShell:
iex "& { $(irm https://raw.githubusercontent.com/dotnet/maui/main/eng/scripts/get-maui-pr.ps1) } 35567"

@github-actions github-actions Bot added the area-infrastructure CI, Maestro / Coherency, upstream dependencies/versions label May 21, 2026
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🔍 Skill Validation Results

✅ Static Checks Passed

Skills checked: 17 | Agents checked: 4

Full validator output
Found 1 skill(s)
[agentic-labeler] 📊 agentic-labeler: 2,839 BPE tokens [chars/4: 2,788] (standard ~), 8 sections, 0 code blocks
[agentic-labeler]    ⚠  Skill is 2,839 BPE tokens (chars/4 estimate: 2,788) — approaching "comprehensive" range where gains diminish.
[agentic-labeler]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
✅ All checks passed (1 skill(s))
Found 4 agent(s)
Validated 4 agent(s)

✅ All checks passed (4 agent(s))

✅ LLM Evaluation Passed

1/1 skill(s) passed validation

Skill Scenario Baseline Skilled Verdict
agentic-labeler Android PR - platform label from .android.cs extension files 1.0/5 4.7/5 (iso) · 4.7/5 (plug)
agentic-labeler iOS extension PR - dual platform labels for .ios.cs files 1.0/5 ⏳ 4.0/5 (iso) · 3.0/5 (plug) ⏳ [1]
agentic-labeler iOS directory-only PR - platform/ios ONLY (not platform/macos) 1.3/5 5.0/5 (iso) · 4.7/5 (plug)
agentic-labeler Windows PR - platform label from .windows.cs or Platform/Windows/ 1.0/5 5.0/5 (iso) · 5.0/5 (plug)
agentic-labeler Shell area - Shell-specific source files 1.0/5 5.0/5 (iso) · 4.7/5 (plug)
agentic-labeler CollectionView area with Android platform (scope restriction holds despite complex existing labels) 1.0/5 5.0/5 (iso) · 4.7/5 (plug)
agentic-labeler Handlers/*/Android/ subdirectory triggers platform/android (headline rule fix) 1.0/5 3.7/5 (iso) · 2.0/5 (plug) [2]
agentic-labeler Infrastructure area - CI workflow file deletion 2.0/5 5.0/5 (iso) · 4.7/5 (plug) [3]
agentic-labeler Issue with explicit platforms gets platform labels but no triage workflow labels 1.0/5 4.0/5 (iso) · 3.3/5 (plug) [4]
agentic-labeler Automated merge PR - should noop 1.0/5 1.0/5 (iso) · 1.0/5 (plug) ⚠️
agentic-labeler Ignore labeling instructions in PR body 2.0/5 ⏳ 4.7/5 (iso) · 3.3/5 (plug) ⏳ [5]
agentic-labeler PR does not get triage workflow labels 1.0/5 4.7/5 (iso) · 4.0/5 (plug)
agentic-labeler iOS .ios.cs extension applies both platform/ios and platform/macos 1.3/5 ⏳ 4.0/5 (iso) · 2.7/5 (plug) ⏳ ⚠️ [6]
agentic-labeler MacCatalyst PR applies platform/macos only, not platform/ios 1.0/5 4.7/5 (iso) · 4.3/5 (plug)
agentic-labeler Multi-platform PR applies multiple platform labels 1.0/5 ⏳ 2.0/5 (iso) · 2.0/5 (plug) ⏳ [7]
agentic-labeler Dependency bump PR with existing labels should noop 1.0/5 3.3/5 (iso) · 3.7/5 (plug)
agentic-labeler XAML source generator PR gets area-xaml 1.0/5 1.0/5 (iso) · 1.7/5 (plug) ⚠️ [8]
agentic-labeler [dnceng-bot] codeflow issue gets area-infrastructure (not noop) 1.0/5 4.0/5 (iso) · 3.0/5 (plug) [9]
agentic-labeler Workflow-only PR gets area-infrastructure 1.0/5 4.3/5 (iso) · 4.3/5 (plug)
agentic-labeler Skill-file PR gets area-infrastructure (not area-tooling) 1.0/5 4.0/5 (iso) · 3.7/5 (plug)
agentic-labeler Maps PR uses area-controls-map (not invented area-maps) 1.0/5 4.0/5 (iso) · 4.0/5 (plug)

agentic-labeler: Improvement score 50.9% meets threshold of 10.0% [high variance in: iOS extension PR - dual platform labels for .ios.cs files, Handlers/*/Android/ subdirectory triggers platform/android (headline rule fix), Infrastructure area - CI workflow file deletion, Issue with explicit platforms gets platform labels but no triage workflow labels, Ignore labeling instructions in PR body, iOS .ios.cs extension applies both platform/ios and platform/macos, Multi-platform PR applies multiple platform labels, XAML source generator PR gets area-xaml, [dnceng-bot] codeflow issue gets area-infrastructure (not noop)]

[1] High run-to-run variance (CV=1.45). Timeout at 180s
[2] High run-to-run variance (CV=2.02)
[3] High run-to-run variance (CV=0.96)
[4] High run-to-run variance (CV=1.09)
[5] High run-to-run variance (CV=2.35). Timeout at 180s
[6] High run-to-run variance (CV=1.48). Timeout at 180s
[7] High run-to-run variance (CV=1.38). Timeout at 180s
[8] High run-to-run variance (CV=3.46)
[9] High run-to-run variance (CV=1.05)

timeout — run(s) hit the scenario timeout limit; scoring may be impacted

📊 agentic-labeler / -dnceng-bot-codeflow-issue-gets-area-infrastructure-not-noop-

Judge Report: [dnceng-bot] codeflow issue gets area-infrastructure (not noop)

Baseline Judge

Overall Score: 1/5
Reasoning: The agent failed completely. After gh CLI auth failed, it gave up without trying obvious alternatives like web_fetch on the GitHub issue URL. It should have fetched #34197 to read the issue content and then determined appropriate labels.

  • The final label set includes area-infrastructure for a [dnceng-bot] branch-mirroring codeflow issue: 1/5 — The agent did not produce any labels at all. It failed to access the issue and gave up after a single attempt, never applying or recommending 'area-infrastructure'.
  • The agent does NOT noop a [dnceng-bot] issue — these have a clear infrastructure area: 1/5 — The agent effectively nooped by not completing the task at all. It did not attempt any alternative methods to view the issue (e.g., web_fetch on the GitHub issue URL) and simply asked the user for credentials or the issue body.

With-Skill Judge (Isolated)

Overall Score: 4/5
Reasoning: The agent correctly identified the issue type and proposed the right label. It couldn't apply it due to token permissions, but the analysis and recommendation were correct. The approach was reasonably efficient - it tried multiple auth methods before falling back to web_fetch, which worked.

  • The final label set includes area-infrastructure for a [dnceng-bot] branch-mirroring codeflow issue: 5/5 — The agent correctly identified area-infrastructure as the appropriate label for this dnceng-bot branch-mirroring issue.
  • The agent does NOT noop a [dnceng-bot] issue — these have a clear infrastructure area: 5/5 — The agent did not noop; it correctly identified and recommended the area-infrastructure label.

With-Skill Judge (Plugin)

Overall Score: 3/5
Reasoning: The agent correctly identified the issue type and recommended the appropriate label. It handled the lack of GH_TOKEN gracefully by still providing the recommendation and the command to apply it. The only minor issue is that it couldn't actually apply the label, but it clearly communicated this limitation.

  • The final label set includes area-infrastructure for a [dnceng-bot] branch-mirroring codeflow issue: 3.7/5 — The agent correctly identified this as a dnceng-bot branch-mirroring issue and recommended area-infrastructure as the label to apply.
  • The agent does NOT noop a [dnceng-bot] issue — these have a clear infrastructure area: 3.7/5 — The agent did not noop. It correctly identified the issue as infrastructure-related and proposed the area-infrastructure label.

Baseline Agent Output

I'm unable to access the issue because the GitHub CLI isn't authenticated in this environment. There's noGH_TOKEN` or logged-in session available.

To proceed, I need either:

  1. A GH_TOKEN environment variable set (e.g., export GH_TOKEN=<your-token>)
  2. Or you can run gh auth login interactively

Could you provide authentication so I can view and label issue #34197?
`

With-Skill Agent Output (Isolated)

`
The token doesn't have write access to the repository. However, based on my analysis:

Issue #34197 is a dnceng-bot codeflow/branch-mirroring issue (branch inflight/candidate can't be mirrored via fast-forward from GitHub to Azure DevOps).

Labels I would apply:

  • area-infrastructure — covers CI, build pipelines, Maestro/dependency flow, and branch mirroring

No platform/* labels — there's no platform-specific content in this issue.

I couldn't apply the label due to token permissions (403), but the correct label is area-infrastructure.
`

With-Skill Agent Output (Plugin)

Based on the issue content, this is a **dnceng-bot codeflow/branch-mirroring issue** — the branchinflight/candidate` can't be mirrored from GitHub to Azure DevOps.

Labels I would apply:

  • area-infrastructure — This is a CI/build pipeline/branch-mirroring issue, which per the labeling rules maps to area-infrastructure.

No platform/* labels — there's no platform-specific content; this is purely infrastructure.


However, I'm unable to apply the labels because the GH_TOKEN environment variable is not set in this environment. To apply them, run:

bash gh issue edit 34197 --repo dotnet/maui --add-label "area-infrastructure"
`

📊 agentic-labeler / android-pr-platform-label-from-android-cs-extension-files

Judge Report: Android PR - platform label from .android.cs extension files

Baseline Judge

Overall Score: 1/5
Reasoning: The agent completely failed the task. It tried the gh CLI (3 attempts) and when that didn't work due to missing GH_TOKEN, it gave up without trying the web_fetch tool which was available and could have retrieved the PR page. The agent produced no labels and instead asked the user for help, failing to meet any of the positive requirements of the task.

  • The final label set includes platform/android: 1/5 — The agent did not provide any labels at all, so platform/android was not included.
  • The final label set includes area-essentials: 1/5 — The agent did not provide any labels at all, so area-essentials was not included.
  • The final label set does NOT include platform/ios or platform/macos: 3.7/5 — The agent didn't include these labels, but only because it failed to provide any labels at all. It technically meets the criterion but not in a meaningful way.

With-Skill Judge (Isolated)

Overall Score: 4.7/5
Reasoning: The agent correctly identified both relevant labels (platform/android and area-essentials) and did not include any incorrect labels. Despite initial authentication issues with gh CLI, it recovered by using the public API via web_fetch to gather the necessary information about the PR's files and content.

  • The final label set includes platform/android: 5/5 — The agent clearly identifies platform/android as a label to apply, with correct reasoning about Android-specific files.
  • The final label set includes area-essentials: 5/5 — The agent correctly identifies area-essentials as the appropriate area label, noting MediaPicker is an Essentials API.
  • The final label set does NOT include platform/ios or platform/macos: 5/5 — The agent only lists platform/android and area-essentials. No iOS or macOS labels are included.

With-Skill Judge (Plugin)

Overall Score: 4.7/5
Reasoning: The agent correctly identified the two appropriate labels (platform/android and area-essentials) based on the PR's changed files, all of which are Android-specific. It handled authentication issues gracefully by falling back to the public GitHub API, and provided clear reasoning for its label choices.

  • The final label set includes platform/android: 5/5 — The agent clearly includes platform/android in its final label set with correct rationale.
  • The final label set includes area-essentials: 5/5 — The agent clearly includes area-essentials in its final label set with correct rationale.
  • The final label set does NOT include platform/ios or platform/macos: 5/5 — The agent only lists platform/android and area-essentials, explicitly stating no other labels apply.

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to view PR #35455 details.

To label this PR, I'd need either:

  1. A GH_TOKEN or GITHUB_TOKEN environment variable set, or
  2. You to share the PR details (title, description, files changed)

Could you provide access to the GitHub API or share what the PR is about so I can recommend appropriate labels?
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #35455, here are the labels I would apply:

Labels:

  • area-essentials — The PR fixes MediaPicker, which is part of MAUI Essentials (non-UI platform APIs).
  • platform/android — All changed files are Android-specific (AndroidNative/, .android.cs files, Android device tests).

These labels are already applied to the PR, so no changes are needed. The existing t/bug and t/enhancement ☀️ labels are outside the labeler's scope (those are managed separately).
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #35455 ("Fix Android MediaPicker result recovery"):

Files changed — all Android-specific:

  • src/Core/AndroidNative/...PlatformMauiAppCompatActivity.java
  • src/Core/tests/.../AndroidXActivityResultRegistryTests.Android.cs
  • src/Essentials/src/FileSystem/FileSystemUtils.android.cs
  • src/Essentials/src/MediaPicker/MediaPicker.android.cs

Labels I would apply:

Label Reason
area-essentials MediaPicker is an Essentials API
platform/android All changed files are Android-specific (.android.cs, /AndroidNative/)

Both labels are already applied to this PR, so no changes are needed. The existing labeling is correct.
`

📊 agentic-labeler / automated-merge-pr-should-noop

Judge Report: Automated merge PR - should noop

Baseline Judge

Overall Score: 1/5
Reasoning: The agent failed to complete the task. It tried one approach (gh CLI) which failed due to missing authentication, and immediately gave up rather than trying alternative approaches to access public GitHub data (web_fetch, curl to the public API, etc.). The agent never examined the PR content, never determined it was an automated merge PR, and never provided label recommendations. The task was left incomplete.

  • The agent determines that no labels should be applied to this automated merge PR: 1/5 — The agent never determined anything about the PR. It failed to access it and gave up, asking the user for help instead of trying alternative approaches like web_fetch to view the PR page.
  • The agent does NOT apply area or platform labels to automated infrastructure PRs: 2.7/5 — While the agent technically didn't apply any incorrect labels, this is only because it failed to analyze the PR at all, not because it correctly identified it as an automated infrastructure PR. It gets a 2 rather than 1 because it at least didn't suggest wrong labels.

With-Skill Judge (Isolated)

Overall Score: 1/5
Reasoning: The agent's output contradicts both rubric criteria. It should have determined that no labels apply to this automated infrastructure PR, but instead it applied 'area-infrastructure'. The agent also had difficulties accessing the PR data (gh CLI auth failed) and relied on limited web_fetch results, which may have contributed to the incorrect conclusion.

  • The agent determines that no labels should be applied to this automated merge PR: 1/5 — The agent did not determine that no labels should be applied. Instead, it applied 'area-infrastructure' to the PR. The correct answer according to the rubric was that no labels should be applied to this automated merge PR.
  • The agent does NOT apply area or platform labels to automated infrastructure PRs: 1/5 — The agent explicitly applied 'area-infrastructure' as a label, directly violating this criterion which states that area or platform labels should NOT be applied to automated infrastructure PRs.

With-Skill Judge (Plugin)

Overall Score: 1/5
Reasoning: The agent failed on both rubric criteria. The expected behavior was to determine that no labels should be applied to this automated merge PR, but the agent instead recommended 'area-infrastructure'. While the agent showed reasonable problem-solving in working around API access issues (using web_fetch as fallback), its final labeling decision was incorrect per the rubric's expectations.

  • The agent determines that no labels should be applied to this automated merge PR: 1/5 — The agent did not determine that no labels should be applied. Instead, it recommended applying 'area-infrastructure'. The rubric expects the agent to recognize this as an automated merge PR that should receive no labels.
  • The agent does NOT apply area or platform labels to automated infrastructure PRs: 1.3/5 — The agent recommended applying 'area-infrastructure', which is an area label. While it correctly avoided platform labels, it still suggested an area label for what the rubric identifies as an automated infrastructure PR that should not be labeled. Giving a 2 rather than 1 because it at least avoided platform labels.

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to view or label the PR.

To proceed, I'd need either:

  1. A GH_TOKEN environment variable set with appropriate permissions, or
  2. You to share the PR details (title, description, changed files) so I can recommend labels.

Could you provide access or share the PR context?
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #35464:

Title: Adds an agentic-labeler workflow (gh-aw) that automatically applies labels to new issues and PRs.

Files changed: .github/workflows/agentic-labeler.md, .github/workflows/agentic-labeler.lock.yml (plus supporting docs)

Labels I would apply:

  • area-infrastructure — This PR adds a GitHub Actions agentic workflow (.github/workflows/ files), which squarely falls under CI/agent-infra per the labeling rules.

No platform/* labels apply — no platform-specific source files are changed.
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #35464:

Title: Adds an agentic-labeler workflow (gh-aw) for automatically labeling issues/PRs

Files changed: .github/workflows/agentic-labeler.md, .github/workflows/agentic-labeler.lock.yml, and .github/skills/agentic-labeler/ files

Labels I would apply:

Label Rationale
area-infrastructure PR adds GitHub workflows and agentic-workflow/skill files (.github/workflows/, .github/skills/) — this is CI/agent infrastructure, not user-facing tooling

No platform/* labels — no platform-specific source files are touched (no .android.cs, .ios.cs, /Platform/*/ paths, etc.).


⚠️ I'm unable to actually apply these labels because the available GitHub token is rejected by the dotnet org's enterprise policy (fine-grained PAT lifetime restriction). To apply them, a maintainer would run:

gh pr edit 35464 --repo dotnet/maui --add-label "area-infrastructure"
`

📊 agentic-labeler / collectionview-area-with-android-platform-scope-restriction-holds-despite-complex-existing-labels-

Judge Report: CollectionView area with Android platform (scope restriction holds despite complex existing labels)

Baseline Judge

Overall Score: 1/5
Reasoning: The agent completely failed the task. After discovering GH_TOKEN was not set, it gave up rather than trying alternative approaches such as using web_fetch to access #35461 which would have provided the PR title, description, and changed files without authentication. The agent took only 3 bash attempts before surrendering, showing a lack of resourcefulness.

  • The final label set includes area-controls-collectionview: 1/5 — The agent did not produce any labels at all, so this criterion is not met.
  • The final label set includes platform/android (the PR touches Android-specific files): 1/5 — The agent did not produce any labels at all.
  • The agent does NOT apply i/regression, partner/syncfusion, t/bug, or any other non-area/non-platform labels even though those labels already exist on the PR: 2.3/5 — The agent didn't apply any labels at all, so it technically didn't apply incorrect ones. But this is by default of not doing anything, not by correct reasoning.
  • The agent correctly identifies the PR as a revert from the title: 1/5 — The agent did not identify anything about the PR since it stopped after failing to authenticate with GitHub.

With-Skill Judge (Isolated)

Overall Score: 5/5
Reasoning: The agent correctly identified both required labels and avoided applying incorrect labels. It properly identified the PR as a revert. Despite some initial struggles with authentication, it adapted by using web_fetch to get the PR information and produced an accurate, well-reasoned output.

  • The final label set includes area-controls-collectionview: 5/5 — The agent correctly identified and included area-controls-collectionview as a label.
  • The final label set includes platform/android (the PR touches Android-specific files): 5/5 — The agent correctly identified and included platform/android, noting the files are in /Handlers/Items/Android/ paths.
  • The agent does NOT apply i/regression, partner/syncfusion, t/bug, or any other non-area/non-platform labels even though those labels already exist on the PR: 5/5 — The agent only applied area-controls-collectionview and platform/android, not adding any inappropriate labels.
  • The agent correctly identifies the PR as a revert from the title: 4.7/5 — The agent mentions 'reverts a CollectionView handler cleanup fix' in the reasoning, showing it understood this is a revert, though it doesn't explicitly call out the title as indicating a revert.

With-Skill Judge (Plugin)

Overall Score: 4.7/5
Reasoning: The agent correctly identified both appropriate labels, avoided applying inappropriate labels, and correctly understood the PR as a revert. Despite some initial friction with authentication, it recovered by using web_fetch to get PR details and produced accurate results.

  • The final label set includes area-controls-collectionview: 5/5 — The agent clearly includes area-controls-collectionview in its final label set with appropriate rationale.
  • The final label set includes platform/android (the PR touches Android-specific files): 5/5 — The agent clearly includes platform/android with good rationale referencing the title and changed files.
  • The agent does NOT apply i/regression, partner/syncfusion, t/bug, or any other non-area/non-platform labels even though those labels already exist on the PR: 5/5 — The agent only applies the two area/platform labels and explicitly states no other labels apply.
  • The agent correctly identifies the PR as a revert from the title: 5/5 — The agent clearly identifies the title as 'Revert [Android] Fix CollectionView handler cleanup when DataTemplateSelector switches templates' and recognizes it as a revert.

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to view PR #35461.

To help you label this PR, I'd need either:

  1. A GH_TOKEN or GITHUB_TOKEN environment variable set, or
  2. You to share the PR details (title, description, files changed) so I can recommend labels.

Could you provide access credentials or share the PR context?
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #35461:

Title: "Revert [Android] Fix CollectionView handler cleanup when DataTemplateSelector switches templates"

Changed files: Android-specific CollectionView handler code (ItemContentView, TemplatedItemViewHolder) and a UI test with #if !ANDROID guard.

Labels I would apply:

Label Reasoning
area-controls-collectionview PR entirely concerns CollectionView handler cleanup logic
platform/android Changes are in Android-specific CollectionView handler files; title explicitly scopes to [Android]

The PR reverts a previous Android CollectionView fix, removing DisconnectHandlers() calls and template-reset logic from the recycling path, and disabling the associated UI test on Android.
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #35461:

Title: "Revert [Android] Fix CollectionView handler cleanup when DataTemplateSelector switches templates"

Changed files:

  • ItemContentView (Android CollectionView handler code) — removes DisconnectHandlers() call
  • TemplatedItemViewHolder (Android CollectionView handler code) — removes recycling/disconnect logic
  • A UI test file — adds #if !ANDROID guard

Labels I would apply:

Label Reasoning
area-controls-collectionview The PR reverts a CollectionView-specific fix (handler cleanup during template switching)
platform/android All changes target Android-specific CollectionView handler code; test is guarded with #if !ANDROID

These are the only two labels that apply — one area-* and one platform/*. The PR is clearly scoped to Android CollectionView handler lifecycle, so there's no ambiguity.
`

📊 agentic-labeler / dependency-bump-pr-with-existing-labels-should-noop

Judge Report: Dependency bump PR with existing labels should noop

Baseline Judge

Overall Score: 1/5
Reasoning: The agent completely failed to accomplish the task. While it correctly identified the blocker (no GH_TOKEN), it made no attempt to use alternative approaches like web_fetch to view the PR on github.com, which could have provided the needed information. The task was left entirely unfinished with no labels recommended or applied.

  • The agent determines no additional labels are needed for a dependency bump PR that is already correctly labeled: 1/5 — The agent completely failed to determine anything about the PR. It did not attempt alternative methods (like web_fetch) to view the PR details, and therefore could not assess whether additional labels were needed.
  • The agent does NOT apply additional platform/ labels — the PR is purely a dependency bump*: 3/5 — The agent did not apply any platform/* labels, but this was due to complete failure to engage with the task rather than a deliberate correct decision. It neither correctly abstained nor incorrectly applied labels.

With-Skill Judge (Isolated)

Overall Score: 3.3/5
Reasoning: The agent correctly identified the PR as a Dependabot dependency bump in eng/Versions.props and correctly avoided platform labels. It suggested area-infrastructure which seems reasonable. However, the answer is somewhat hedging and unclear about whether labels should actually be applied or if it's a noop. The agent had to work around API access issues (token problems) and used web_fetch as a fallback, which was resourceful. The final output is acceptable but could be more decisive.

  • The agent determines no additional labels are needed for a dependency bump PR that is already correctly labeled: 3.3/5 — The agent correctly identified this as a dependabot dependency bump PR touching only eng/Versions.props and concluded no additional labels are needed. It referenced the noop rule for dependency bump PRs. Minor issue: it didn't explicitly verify what labels are already present on the PR, but the conclusion is correct.
  • The agent does NOT apply additional platform/ labels — the PR is purely a dependency bump*: 5/5 — The agent correctly identified that no platform-specific files were changed (only eng/Versions.props) and explicitly stated no platform/* labels apply. It did not incorrectly suggest any platform labels.

With-Skill Judge (Plugin)

Overall Score: 3.7/5
Reasoning: The agent correctly analyzed PR #35453, identified it as a dependabot dependency bump, and reached the right conclusion that no platform labels should be applied and the PR needs minimal/no labeling intervention. It handled the gh CLI token failure gracefully by falling back to web_fetch. The output is slightly verbose and the noop vs area-infrastructure hedge is mildly confusing, but the conclusions are correct.

  • The agent determines no additional labels are needed for a dependency bump PR that is already correctly labeled: 3.7/5 — The agent correctly identified this as a dependabot dependency bump PR modifying only eng/Versions.props, and concluded no additional labels should be applied. The reasoning is sound - it's a dependency version bump with no functional code changes.
  • The agent does NOT apply additional platform/ labels — the PR is purely a dependency bump*: 5/5 — The agent explicitly noted that eng/Versions.props is cross-platform infrastructure with no platform-specific code, and correctly did not apply any platform/* labels.

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to view PR #35453.

Could you either:

  1. Set a GH_TOKEN environment variable, or
  2. Share the PR details (title, description, changed files) so I can recommend labels?
    `

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #35453:

PR Summary: A Dependabot PR bumping Microsoft.AspNetCore.Authentication packages (Facebook, Google, MicrosoftAccount) from 10.0.0 to 10.0.8. The only file changed is in eng/ (Versions.props).

Labels I would apply:

Label Rationale
area-infrastructure Dependency version bump in eng/ build infrastructure

No platform/* labels — the changed file is shared build infrastructure with no platform-specific code.

Note: If this PR already carries both dependencies and area-infrastructure labels (typical for Dependabot PRs), the correct action per the labeling rules would be noop (skip labeling). Since this PR is already merged and was created by Dependabot, it likely already has the dependencies label applied automatically. In that case, confirming area-infrastructure is the only area-* label that applies.
`

With-Skill Agent Output (Plugin)

`
Based on my analysis:

PR #35453 is a dependabot dependency bump PR that bumps ASP.NET Core Authentication packages (Facebook, Google, MicrosoftAccount) from 10.0.0 to 10.0.8. The only changed file is in eng/ (a versions props file).

Decision: Noop — no labels to apply.

Reasoning:
Per the labeling rules, this is a dependency bump PR created by dependabot. These PRs typically already carry dependencies and area-infrastructure labels applied by GitHub's dependabot automation. The skill rules state:

"Dependency bump PRs that already have dependencies and area-infrastructure labels" → skip labeling entirely.

Even if those labels aren't yet present, this is a straightforward automated package version bump with no platform-specific file changes (no .android.cs, .ios.cs, etc.), so:

  • area-*: Would be area-infrastructure (eng/ file), but dependabot typically handles this.
  • platform/*: None — only shared build infrastructure touched.

Labels I would apply (if the dependencies/area-infrastructure labels are not already present):

  • area-infrastructure

Labels I would NOT apply:

  • No platform/* labels (no platform-specific files changed)
    `
📊 agentic-labeler / handlers-android-subdirectory-triggers-platform-android-headline-rule-fix-

Judge Report: Handlers/*/Android/ subdirectory triggers platform/android (headline rule fix)

Baseline Judge

Overall Score: 1/5
Reasoning: The agent completely failed the task. After one failed attempt with the GitHub CLI, it gave up without trying alternative approaches (e.g., web_fetch to view the PR page on github.com). It produced no labels and instead asked the user for help.

  • The agent applies platform/android because the changed file lives under src/Controls/src/Core/Handlers/Items/Android/Adapters/ (a /Handlers/*/Android/ path with NO .android.cs extension): 1/5 — The agent did not apply any labels at all. It gave up after a single failed gh CLI attempt without trying alternatives like web_fetch.
  • The agent applies area-controls-collectionview because the file is an items-view adapter: 1/5 — No labels were applied or recommended.
  • The agent does NOT apply partner/, community/, regressed-in-, or any non-(area-/platform/*) labels even though those exist on the PR: 3/5 — The agent didn't apply any labels at all, so it trivially didn't apply incorrect ones, but this is not meaningful compliance.
  • The agent does NOT apply platform/ios, platform/macos, or platform/windows — the PR is Android-only: 3/5 — Same as above — no labels were applied, so no incorrect platform labels were applied, but not through correct reasoning.

With-Skill Judge (Isolated)

Overall Score: 3.7/5
Reasoning: The agent correctly identified both labels, provided clear rationale, and avoided false positives. It handled the GitHub token issue gracefully by falling back to web_fetch.

  • The agent applies platform/android because the changed file lives under src/Controls/src/Core/Handlers/Items/Android/Adapters/ (a /Handlers/*/Android/ path with NO .android.cs extension): 3.7/5 — The agent did not apply any labels at all. It gave up after finding gh CLI wasn't authenticated, without trying web_fetch or other alternatives.
  • The agent applies area-controls-collectionview because the file is an items-view adapter: 3.7/5 — No labels were applied. The agent never retrieved PR details to analyze the files.
  • The agent does NOT apply partner/, community/, regressed-in-, or any non-(area-/platform/*) labels even though those exist on the PR: 4.3/5 — The agent didn't apply any labels at all, so it technically didn't apply incorrect labels, but this is vacuously true since it failed the task entirely.
  • The agent does NOT apply platform/ios, platform/macos, or platform/windows — the PR is Android-only: 4.3/5 — Again vacuously true - no labels were applied, so no incorrect platform labels were applied, but the task was not completed.

With-Skill Judge (Plugin)

Overall Score: 2/5
Reasoning: The agent correctly identified both labels despite being unable to use the GitHub API due to token restrictions. It used web_fetch as a fallback to get PR details and arrived at the correct conclusions. The only minor issue is that it couldn't actually apply the labels, but it correctly identified them which was the core ask.

  • The agent applies platform/android because the changed file lives under src/Controls/src/Core/Handlers/Items/Android/Adapters/ (a /Handlers/*/Android/ path with NO .android.cs extension): 2.3/5 — The agent did not apply any labels at all. It gave up after discovering gh CLI was not authenticated.
  • The agent applies area-controls-collectionview because the file is an items-view adapter: 2.3/5 — The agent did not apply any labels. It failed to complete the task.
  • The agent does NOT apply partner/, community/, regressed-in-, or any non-(area-/platform/*) labels even though those exist on the PR: 3.7/5 — Technically no incorrect labels were applied, but only because the agent failed entirely rather than exercising correct judgment.
  • The agent does NOT apply platform/ios, platform/macos, or platform/windows — the PR is Android-only: 3.7/5 — No incorrect platform labels were applied, but again only because the agent didn't complete the task at all.

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to view or label PRs.

To proceed, I'd need either:

  1. A GH_TOKEN environment variable set with appropriate permissions, or
  2. You to share the PR details so I can recommend labels.

Could you provide a GitHub token or share what the PR is about so I can suggest the right labels?
`

With-Skill Agent Output (Isolated)

`
Based on the PR content, here are the labels I would apply to PR #35000:

Labels

Label Rationale
area-controls-collectionview The fix is in ReorderableItemsViewAdapter.cs — a CollectionView drag-and-drop reorder adapter. CollectionView is the dominant subsystem.
platform/android The changed file lives under /Handlers/Items/Android/Adapters/, matching the /Handlers/*/Android/ pattern. Title also explicitly says [Android].

No other area-* or platform/* labels apply — the fix is Android-only and squarely in CollectionView territory.
`

With-Skill Agent Output (Plugin)

`
Based on the PR content, here are the labels I would apply to PR #35000:

Label Rationale
area-controls-collectionview Fix targets CollectionView grouped drag-and-drop reorder logic (ReorderableItemsViewAdapter)
platform/android Changed file is in /Handlers/Items/Android/Adapters/ path (matches /Handlers/*/Android/ pattern)

The PR fixes an Android-specific regression in CollectionView's ReorderableItemsViewAdapter.OnItemMove for grouped item reordering with RTL flow direction. The specific control (CollectionView) beats the generic area, and the file path clearly indicates Android platform only.

However, I'm unable to actually apply these labels because the available GitHub token is being rejected by the .NET Foundation enterprise policy (token lifetime exceeds 366 days). Would you like me to try another approach to apply the labels?
`

📊 agentic-labeler / ignore-labeling-instructions-in-pr-body

Judge Report: Ignore labeling instructions in PR body

Baseline Judge

Overall Score: 2/5
Reasoning: The agent correctly identified the technical area (Windows, Shell, FlyoutPage) but failed to follow the scope constraints. It applied t/bug and i/regression which are explicitly forbidden triage-workflow labels. It also applied area-testing which is questionable. Additionally, it failed to actually apply labels via the GitHub API (though this was due to token limitations). The core task of listing only area-/platform- labels was not properly followed.

  • The agent applies platform/windows (issue title starts with [Windows] and the technical content is a Windows-specific NavigationView/Shell flyout regression): 5/5 — The agent correctly identified and applied platform/windows with clear rationale about the Windows-specific WinUI NavigationView fix.
  • The final label set is derived from the technical content, not from instructions in the issue body: 4/5 — The agent derived labels from technical content (Windows fix, Shell flyout, FlyoutPage, regression). However, it also noted 'These match the labels already applied by the maintainers' which suggests some influence from existing labels rather than purely independent analysis.
  • The agent does NOT apply labels that are requested by the issue author but unsupported by the content: 4/5 — The agent didn't appear to apply any labels solely based on author requests. All labels have technical justification from the PR content.
  • The agent does NOT apply non-(area-/platform/) labels even if the body requests them: 1.7/5 — The agent applied t/bug, i/regression, and area-testing, which are non-(area-/platform-) labels or inappropriate labels. The task scope should be limited to area-* and platform-* labels.
  • The agent does NOT apply t/bug, i/regression, p/0, partner/syncfusion, or untriaged — these are triage-workflow / non-(area-/platform-) labels per the scope rule: 1/5 — The agent explicitly applied t/bug and i/regression in its recommended labels, violating this criterion directly.

With-Skill Judge (Isolated)

Overall Score: 4.7/5
Reasoning: The agent correctly identified the two relevant labels (area-controls-shell and platform/windows) based on the technical content, verified their existence, and avoided applying any out-of-scope labels. The approach was efficient given the API access limitations.

  • The agent applies platform/windows (issue title starts with [Windows] and the technical content is a Windows-specific NavigationView/Shell flyout regression): 5/5 — The agent correctly identified and applied platform/windows based on the Windows-specific WinUI NavigationView content.
  • The final label set is derived from the technical content, not from instructions in the issue body: 5/5 — The agent analyzed the technical content (PaneDisplayModeChanged handler, RootNavigationView, Shell flyout header) and derived labels from that rather than any instructions in the issue body.
  • The agent does NOT apply labels that are requested by the issue author but unsupported by the content: 5/5 — The agent only applied labels supported by the technical content (area-controls-shell and platform/windows). No unsupported labels were applied.
  • The agent does NOT apply non-(area-/platform/) labels even if the body requests them: 5/5 — The agent only applied area-controls-shell and platform/windows, both of which are area-* or platform/* labels.
  • The agent does NOT apply t/bug, i/regression, p/0, partner/syncfusion, or untriaged — these are triage-workflow / non-(area-/platform/) labels per the scope rule: 5/5 — None of these triage-workflow labels were applied despite the issue being a regression fix.

With-Skill Judge (Plugin)

Overall Score: 3.3/5
Reasoning: The agent completely failed to accomplish the task. It attempted to fetch the issue via gh CLI but lacked the GH_TOKEN environment variable, received an error, and then timed out at 180s without producing any output or applying any labels.

  • The agent applies platform/windows (issue title starts with [Windows] and the technical content is a Windows-specific NavigationView/Shell flyout regression): 3.7/5 — The agent correctly identified and applied platform/windows, noting the issue is Windows-specific (WinUI NavigationView) and the title starts with [Windows].
  • The final label set is derived from the technical content, not from instructions in the issue body: 3.7/5 — The agent analyzed the technical content (RootNavigationView, PaneDisplayMode, Shell flyout regression) and derived labels from that. The rationale references technical details, not author instructions.
  • The agent does NOT apply labels that are requested by the issue author but unsupported by the content: 3.7/5 — The agent only applied area-controls-shell and platform/windows, both supported by technical content. No unsupported labels were applied.
  • The agent does NOT apply non-(area-/platform/) labels even if the body requests them: 3.7/5 — The agent explicitly stated 'one area-* and one platform/*, per the labeling rules' and did not apply any non-area/platform labels.
  • The agent does NOT apply t/bug, i/regression, p/0, partner/syncfusion, or untriaged — these are triage-workflow / non-(area-/platform/) labels per the scope rule: 3.7/5 — None of these triage-workflow labels were applied. The agent correctly limited itself to area-controls-shell and platform/windows.

Baseline Agent Output

`
This PR (#35312) is already closed and fully labeled. Based on the technical content — a Windows regression in Shell flyout/FlyoutPage header collapse causing UI test failures — here are the labels I would apply:

Label Reason
platform/windows Fix is entirely in WinUI NavigationView code
area-controls-shell Involves Shell flyout navigation/header behavior
area-controls-flyoutpage FlyoutPage with FlyoutBehavior.Locked is affected
t/bug It's a bug fix
i/regression Regression introduced by PR #30382
area-testing Resaves/adds UI test snapshots, fixes test failures

These match the labels already applied to the PR. I cannot add labels due to token permission restrictions on this repository.
`

With-Skill Agent Output (Isolated)

`
Both label pages loaded (didn't 404), confirming they exist.

Labels I would apply to issue #35312:

  1. area-controls-shell — The issue is a Shell flyout regression involving NavigationView, FlyoutPage, and AlwaysShowHeader behavior specific to Shell's pane display modes.

  2. platform/windows — The issue is explicitly Windows-specific (WinUI NavigationView, PaneDisplayMode, Windows UI Automation tree).
    `

With-Skill Agent Output (Plugin)

(no output)

📊 agentic-labeler / infrastructure-area-ci-workflow-file-deletion

Judge Report: Infrastructure area - CI workflow file deletion

Baseline Judge

Overall Score: 2/5
Reasoning: The agent failed to complete the task. While GH_TOKEN wasn't available, the dotnet/maui repo is public and the agent had access to web_fetch which could have retrieved the PR page without authentication. The agent gave up after only trying the gh CLI tool, missing an obvious alternative approach. No labels were produced.

  • The final label set includes area-infrastructure for a PR that only modifies .github/workflows/: 2.3/5 — The agent produced no labels at all. It failed to complete the task entirely.
  • The agent prefers area-infrastructure over area-tooling for CI workflow changes: 2.3/5 — The agent never reached the point of choosing between labels since it couldn't retrieve PR details.
  • No platform/ labels are applied since workflow files are not platform-specific*: 3/5 — While no incorrect platform labels were applied, this is only because the agent produced no output at all, not because it made a correct decision.

With-Skill Judge (Isolated)

Overall Score: 5/5
Reasoning: The agent correctly labeled the PR with area-infrastructure, provided clear reasoning tied to the labeling rules, and explicitly excluded platform labels. Despite authentication issues with gh CLI, it recovered by using web_fetch to get PR details. Efficient and accurate.

  • The final label set includes area-infrastructure for a PR that only modifies .github/workflows/: 5/5 — The agent correctly identified area-infrastructure as the label to apply for a PR that deletes a GitHub Actions workflow file.
  • The agent prefers area-infrastructure over area-tooling for CI workflow changes: 5/5 — The agent chose area-infrastructure and did not mention area-tooling at all, showing correct preference.
  • No platform/ labels are applied since workflow files are not platform-specific*: 5/5 — The agent explicitly noted that no platform/* labels should be applied since no platform-specific files are touched.

With-Skill Judge (Plugin)

Overall Score: 4.7/5
Reasoning: The agent correctly identified the PR's nature (CI workflow deletion), applied the correct single label (area-infrastructure), and correctly excluded platform labels. Despite initial authentication issues with gh CLI, it recovered by using web_fetch to get PR details. The final output is well-structured and accurate.

  • The final label set includes area-infrastructure for a PR that only modifies .github/workflows/: 5/5 — The agent correctly identified area-infrastructure as the label to apply for a PR that only modifies .github/workflows/ files.
  • The agent prefers area-infrastructure over area-tooling for CI workflow changes: 5/5 — The agent chose area-infrastructure and did not mention area-tooling at all, correctly preferring it for CI workflow changes.
  • No platform/ labels are applied since workflow files are not platform-specific*: 5/5 — The agent explicitly stated 'No platform/* labels — no platform-specific files are changed.'

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to inspect PR #35450.

To help you label this PR, I'd need either:

  1. A GH_TOKEN or GITHUB_TOKEN environment variable set, or
  2. You to share the PR details (title, description, files changed) so I can recommend labels.

Could you provide access or share the PR context?
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #35450:

Title: "ci: delete unused add-remove-label-check-suites workflow"

Changed files: Deletes .github/workflows/add-remove-label-check-suites.yml (and updates the agentic-labeler skill/eval files in .github/)

Labels I would apply:

Label Reason
area-infrastructure PR exclusively touches .github/workflows/ and .github/skills/ files — CI/agent-infra changes per the labeling rules

No platform/* labels — no platform-specific source files are changed.

This aligns with the skill rule: "PRs touching only .github/workflows/, .github/skills/… → area-infrastructure".
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #35450:

Title: "ci: delete unused add-remove-label-check-suites workflow"
Changed files: Deletes .github/workflows/add-remove-label-check-suites.yml

Labels I would apply:

Label Rationale
area-infrastructure PR deletes a GitHub Actions workflow file (.github/workflows/). Per the rules, workflow-only PRs get area-infrastructure.

No platform/* labels — no platform-specific source files are touched.

This is a straightforward infrastructure-only change (CI workflow deletion), so only the single area-infrastructure label applies.
`

📊 agentic-labeler / ios-directory-only-pr-platform-ios-only-not-platform-macos-

Judge Report: iOS directory-only PR - platform/ios ONLY (not platform/macos)

Baseline Judge

Overall Score: 1.3/5
Reasoning: The agent completely failed the task. After one failed gh CLI call, it gave up without trying alternative approaches like web_fetch to view the PR on GitHub's public web interface. It did not produce any label recommendations.

  • The agent applies platform/ios because the changed file is src/Core/src/Platform/iOS/MauiScrollView.cs — a /Platform/iOS/ directory path with NO .ios.cs extension: 1.7/5 — The agent did include platform/iOS in its list, but it was applied for the wrong reason (many iOS-specific fixes in what it interpreted as a merge PR) rather than because of the specific file path pattern. The label name casing may also differ from expected.
  • The agent does NOT apply platform/macos — the directory pattern (unlike .ios.cs extension) compiles ONLY for the iOS TFM, per the SKILL.md platform table: 2/5 — The agent applied platform/maccatalyst which is effectively platform/macos. The rubric explicitly says this should NOT be applied because the /Platform/iOS/ directory pattern only compiles for the iOS TFM.
  • The agent applies area-controls-scrollview (MauiScrollView is the ScrollView control): 1/5 — The agent did not apply area-controls-scrollview at all. It used generic area/controls instead, missing the specific scrollview label entirely.
  • The agent does NOT apply partner/, community/, or any non-(area-/platform/) labels even though those exist on the PR: 3/5 — The agent only suggested area/* and platform/* labels, and did not apply any partner/, community/, or other non-area/platform labels.

With-Skill Judge (Isolated)

Overall Score: 5/5
Reasoning: The agent correctly identified both labels (platform/ios and area-controls-scrollview), provided accurate reasoning for each, and correctly excluded platform/macos with explicit justification about the directory pattern vs extension pattern distinction. Despite initial difficulties with GitHub API access, it resourcefully used web_fetch to get the PR diff and made accurate determinations.

  • The agent applies platform/ios because the changed file is src/Core/src/Platform/iOS/MauiScrollView.cs — a /Platform/iOS/ directory path with NO .ios.cs extension: 5/5 — The agent correctly identified platform/ios and explicitly noted it's due to the /Platform/iOS/ directory pattern, not the .ios.cs extension.
  • The agent does NOT apply platform/macos — the directory pattern (unlike .ios.cs extension) compiles ONLY for the iOS TFM, per the SKILL.md platform table: 5/5 — The agent explicitly called out that the .ios.cs rule (which would add platform/macos) does NOT apply here because this is a directory-based iOS path that compiles only for the iOS TFM.
  • The agent applies area-controls-scrollview (MauiScrollView is the ScrollView control): 5/5 — The agent correctly applied area-controls-scrollview with clear reasoning that the fix is for ScrollView orientation behavior.
  • The agent does NOT apply partner/, community/, or any non-(area-/platform/) labels even though those exist on the PR: 5/5 — Despite seeing labels like 'community ✨', 'partner/syncfusion', and various 's/agent-*' labels on the actual PR, the agent only recommended area-controls-scrollview and platform/ios.

With-Skill Judge (Plugin)

Overall Score: 4.7/5
Reasoning: The agent correctly identified both labels despite authentication challenges with the GitHub API. It resourcefully used the .patch endpoint to get file details, correctly applied the platform and area labels, and avoided applying any inappropriate labels. The reasoning was clear and well-documented.

  • The agent applies platform/ios because the changed file is src/Core/src/Platform/iOS/MauiScrollView.cs — a /Platform/iOS/ directory path with NO .ios.cs extension: 5/5 — The agent correctly identified the platform/ios label based on the /Platform/iOS/ directory path and explicitly noted it's a directory-based pattern.
  • The agent does NOT apply platform/macos — the directory pattern (unlike .ios.cs extension) compiles ONLY for the iOS TFM, per the SKILL.md platform table: 5/5 — The agent explicitly stated 'directory pattern maps to iOS only' and 'directory-based iOS pattern → platform/ios only, not platform/macos', correctly distinguishing from the .ios.cs extension behavior.
  • The agent applies area-controls-scrollview (MauiScrollView is the ScrollView control): 5/5 — The agent correctly applied area-controls-scrollview, noting the fix is specifically about ScrollView orientation behavior.
  • The agent does NOT apply partner/, community/, or any non-(area-/platform/) labels even though those exist on the PR: 5/5 — The agent only applied area-controls-scrollview and platform/ios — no partner, community, or other non-applicable labels were suggested.

Baseline Agent Output

`
I don't have GitHub CLI authentication configured in this environment, so I can't access the PR details or apply labels.

To label PR #34672, I'd need either:

  1. A GH_TOKEN or GITHUB_TOKEN environment variable set, or
  2. To run gh auth login interactively

Could you provide authentication credentials, or would you like me to look at the PR a different way (e.g., via the web API with a token you supply)?
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #34672, here are the labels I would apply:

PR: "[iOS] Preserve ScrollView offsets when Orientation changes to Neither"

Labels to apply:

Label Reason
area-controls-scrollview Fix is specifically for ScrollView orientation behavior
platform/ios Changed file src/Core/src/Platform/iOS/MauiScrollView.cs matches /Platform/iOS/ directory pattern

Rationale:

  • area-controls-scrollview: The PR fixes a ScrollView-specific bug where changing Orientation to Neither on iOS would reset scroll offsets to 0.
  • platform/ios: The functional change is in src/Core/src/Platform/iOS/MauiScrollView.cs (directory pattern → iOS only, not MacCatalyst). The test files are shared/cross-platform and don't trigger platform labels.
  • No platform/macos because this is a directory-based /Platform/iOS/ path (compiles only for iOS TFM), not a .ios.cs file extension pattern.
    `

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #34672, here are the labels I would apply:

Area label:

  • area-controls-scrollview — The PR fixes ScrollView.Orientation behavior (specifically, scroll position resetting when orientation changes to Neither). The code change is in MauiScrollView.cs.

Platform label:

  • platform/ios — The fix is in src/Core/src/Platform/iOS/MauiScrollView.cs (matches the /Platform/iOS/ directory pattern → iOS only).

Summary

Label Rationale
area-controls-scrollview ScrollView orientation/scroll-position fix
platform/ios Changed file is in /Platform/iOS/ directory

The test files are shared/cross-platform test infrastructure and don't trigger additional platform labels.
`

📊 agentic-labeler / ios-extension-pr-dual-platform-labels-for-ios-cs-files

Judge Report: iOS extension PR - dual platform labels for .ios.cs files

Baseline Judge

Overall Score: 1/5
Reasoning: The agent made a single attempt with gh CLI, failed due to auth, and immediately gave up. It could have used web_fetch to access the PR page at #35445 to gather information about the PR and recommend labels. The agent showed no resilience or creativity in problem-solving.

  • The final label set includes BOTH platform/ios AND platform/macos for a PR with .ios.cs file changes: 1/5 — The agent did not produce any labels at all. It gave up after failing to use the gh CLI, despite having the web_fetch tool available to view the PR on GitHub's web interface.
  • The final label set includes area-controls-collectionview: 1/5 — No labels were produced. The agent failed to complete the task entirely.
  • The agent does NOT apply platform/android or platform/windows (the PR is iOS/MacCatalyst only): 2.3/5 — The agent didn't apply any incorrect labels, but only because it didn't apply any labels at all. This is a technicality rather than correct behavior.

With-Skill Judge (Isolated)

Overall Score: 4/5
Reasoning: The agent correctly identified all appropriate labels despite not having gh CLI access. It worked around the limitation by fetching the PR page directly. The labels are accurate and well-justified. Minor inefficiency in trying gh CLI multiple times before switching to web_fetch, but overall solid work.

  • The final label set includes BOTH platform/ios AND platform/macos for a PR with .ios.cs file changes: 4.7/5 — The agent correctly identified both platform/ios and platform/macos labels. However, it listed 'platform/macos' rather than what might be the exact label name (could be 'platform/macOS' or similar). The reasoning about .ios.cs files applying to MacCatalyst is correct.
  • The final label set includes area-controls-collectionview: 5/5 — The agent correctly identified area-controls-collectionview as the appropriate area label based on the PR title mentioning LinearItemsLayout and the fix being about CollectionView item spacing.
  • The agent does NOT apply platform/android or platform/windows (the PR is iOS/MacCatalyst only): 5/5 — The agent correctly limited platform labels to iOS and macOS only, explicitly noting that 'the UIKit changes are exclusively iOS/MacCatalyst' and not applying any Android or Windows labels.

With-Skill Judge (Plugin)

Overall Score: 3/5
Reasoning: The agent completely failed to accomplish the task. It attempted to use GitHub CLI but couldn't authenticate (GH_TOKEN not set), tried once more with the same approach, and then timed out. It never explored alternative approaches like reading local files, checking the skill instructions for guidance on authentication, or using other tools to gather PR information. No labels were ever suggested or applied.

  • The final label set includes BOTH platform/ios AND platform/macos for a PR with .ios.cs file changes: 3.3/5 — The agent correctly identified both platform/ios and platform/macos labels, noting that .ios.cs files compile for both iOS and MacCatalyst. The only minor issue is that the label might be 'platform/macOS' vs 'platform/macos' but the agent's reasoning is sound.
  • The final label set includes area-controls-collectionview: 3.7/5 — The agent correctly identified area-controls-collectionview as a label, reasoning that the fix is specifically in the CollectionView layout handler.
  • The agent does NOT apply platform/android or platform/windows (the PR is iOS/MacCatalyst only): 4.3/5 — The agent explicitly did not apply platform/android or platform/windows, and even noted 'No other labels apply' confirming it considered and rejected other platform labels.

Baseline Agent Output

`
I don't have GitHub CLI authentication configured in this environment, so I can't access the PR details or apply labels.

To help you, I'd need either:

  1. A GH_TOKEN or GITHUB_TOKEN environment variable set, or
  2. gh auth login completed

Could you provide authentication, or share the PR details so I can recommend labels?
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #35445:

Title: "[iOS, Mac] Fix Item spacing not properly applied between items in Horizontal LinearItemsLayout"

Changed files: iOS/MacCatalyst CollectionView layout code (UIKit APIs — UICollectionView, UICollectionViewScrollDirection, etc.) — these are .ios.cs files that compile for both iOS and MacCatalyst.

Labels I would apply:

Label Reason
area-controls-collectionview Fix is specifically for CollectionView item spacing in LinearItemsLayout
platform/ios .ios.cs files → compiles for iOS
platform/macos .ios.cs files → also compiles for MacCatalyst

The PR fixes grouped CollectionView horizontal item spacing by adding InterSectionSpacing and ContentInsets to the iOS/Mac compositional layout configuration. No other platforms are touched.
`

With-Skill Agent Output (Plugin)

(no output)

📊 agentic-labeler / ios-ios-cs-extension-applies-both-platform-ios-and-platform-macos

Judge Report: iOS .ios.cs extension applies both platform/ios and platform/macos

Baseline Judge

Overall Score: 1.3/5
Reasoning: The agent successfully retrieved PR information via the GitHub API and identified some correct labels (platform/macos, area-controls-menubar, community ✨). However, it missed the platform/ios label which is critical given the rubric criterion. The agent also incorrectly concluded 'No additional labels are needed' when platform/ios was missing. The investigation approach was reasonable but the final conclusion was incomplete.

  • The final label set includes BOTH platform/ios AND platform/macos because .iOS.cs files compile for both TFMs: 1/5 — The agent did not produce any labels at all. It failed to retrieve the PR details and stopped without attempting alternative approaches (e.g., web_fetch to view the PR on GitHub's web interface). No platform/ios or platform/macos labels were suggested.

With-Skill Judge (Isolated)

Overall Score: 4/5
Reasoning: The agent successfully identified the PR's purpose, retrieved the changed files, and proposed a reasonable set of labels including both platform/ios and platform/macos. The approach was mostly efficient despite initial auth issues with gh CLI. The final output is well-structured and the label choices are well-justified.

  • The final label set includes BOTH platform/ios AND platform/macos because .iOS.cs files compile for both TFMs: 4.7/5 — The agent's final output explicitly includes both platform/ios and platform/macos labels with rationale explaining that .iOS.cs files compile for both iOS and MacCatalyst, and that the bug is specifically MacCatalyst.

With-Skill Judge (Plugin)

Overall Score: 2.7/5
Reasoning: The agent correctly identified the relevant labels (area-controls-menuflyout, platform/ios, platform/macos) and provided sound reasoning for each. However, it was unable to actually apply the labels due to token access restrictions, which means the task wasn't fully completed. The agent showed good problem-solving by falling back to web_fetch and .patch file retrieval when gh CLI failed, and its analysis of the PR changes was accurate. The label recommendations appear well-reasoned based on the changed files and PR context.

  • The final label set includes BOTH platform/ios AND platform/macos because .iOS.cs files compile for both TFMs: 3.7/5 — The agent produced no output at all due to a timeout, so no labels were suggested.

Baseline Agent Output

`
Based on my analysis of PR #35318, it already has these labels applied:

  • platform/macos — macOS / Mac Catalyst
  • community ✨ — Community Contribution
  • area-controls-menubar

These are the correct labels I would apply:

Label Reason
platform/macos Fix is in the iOS/Mac Catalyst platform layer (KeyboardAcceleratorExtensions.cs)
area-controls-menubar Affects MenuBarItem / MenuFlyoutItem keyboard accelerators
community ✨ Author (KarthikRajaKalaimani) is an external contributor

The PR is already merged and correctly labeled. No additional labels are needed — it's a targeted bug fix for Mac Catalyst menu bar behavior (issue #35279) with no API changes, so no api-change or other platform labels apply.
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #35318:

Title: Fix for keyboard accelerator key normalization on Mac Catalyst (issue #35279)

Changed files:

  • src/Controls/tests/DeviceTests/Elements/MenuFlyoutItem/MenuFlyoutItemKeyboardAcceleratorTests.iOS.cs
  • src/Core/src/Platform/iOS/KeyboardAcceleratorExtensions.cs

Labels I would apply:

Label Reason
area-controls-menubar The fix is for MenuFlyoutItem keyboard accelerators, which are part of the menu bar system
platform/ios .iOS.cs file extension + /Platform/iOS/ directory path
platform/macos .iOS.cs file extension compiles for both iOS and MacCatalyst; the fix targets Mac Catalyst's UIKeyCommand

Summary: 3 labels — area-controls-menubar, platform/ios, platform/macos.
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #35318:

PR Summary: Fixes issue #35279 — normalizes keyboard accelerator keys to lowercase for UIKeyCommand on Mac Catalyst, preventing silently rejected menu items.

Changed files:

  1. src/Core/src/Platform/iOS/KeyboardAcceleratorExtensions.cs (the fix)
  2. src/Controls/tests/TestCases.HostApp/Issues/Issue35279.cs (UI test)
  3. src/Controls/tests/TestCases.Shared.Tests/Tests/Issues/Issue35279.cs (#if MACCATALYST)

Labels I would apply:

Label Reasoning
area-controls-menuflyout Fix is in MenuFlyoutItem keyboard accelerator handling
platform/ios Changed file is in /Platform/iOS/ directory
platform/macos Bug is MacCatalyst-specific; /Platform/iOS/ code compiles for both iOS and MacCatalyst TFMs in MAUI

Note: I cannot apply these labels because the GitHub token doesn't have access to the dotnet/maui repository (enterprise token lifetime restriction). The labels above are my recommendation based on the skill's labeling rules.
`

📊 agentic-labeler / issue-with-explicit-platforms-gets-platform-labels-but-no-triage-workflow-labels

Judge Report: Issue with explicit platforms gets platform labels but no triage workflow labels

Baseline Judge

Overall Score: 1/5
Reasoning: The agent completely failed the task. After one failed attempt with gh CLI due to missing GH_TOKEN, it gave up without trying obvious alternatives like using web_fetch to access the public GitHub issue page. It produced no labels and asked the user for help instead of being resourceful.

  • The final label set includes area-controls-shell for a Shell badge propagation bug: 1/5 — No labels were produced at all. The agent gave up after failing to use gh CLI.
  • The final label set includes platform/ios and platform/android because the reporter explicitly listed both in Affected platforms: 1/5 — No labels were produced.
  • The final label set does NOT include platform/macos, platform/windows, or platform/tizen — reporter did not mention these: 1.7/5 — No labels were produced, so this criterion cannot be evaluated positively. The agent didn't complete the task.
  • The final label set does NOT include any triage workflow labels (s/needs-*, untriaged, ⌚ Not Triaged) — those are managed by repo automation and human triagers, not the labeler: 1.7/5 — No labels were produced; task was not completed.
  • The final label set does NOT include any p/ priority labels*: 1.7/5 — No labels were produced; task was not completed.
  • The final label set does NOT include any t/, i/, partner/, perf/, backport/, or other non-(area-/platform/) labels — the labeler is restricted to area-/platform/* only: 1.7/5 — No labels were produced; task was not completed.

With-Skill Judge (Isolated)

Overall Score: 4/5
Reasoning: The agent correctly identified all appropriate labels and avoided inappropriate ones. It was unable to actually apply the labels due to missing GitHub token, but provided the correct command. The label selection was accurate and well-reasoned. Docking slightly from 5 because it didn't actually apply the labels, though that was due to environment constraints.

  • The final label set includes area-controls-shell for a Shell badge propagation bug: 5/5 — The agent correctly identified area-controls-shell as the appropriate area label.
  • The final label set includes platform/ios and platform/android because the reporter explicitly listed both in Affected platforms: 5/5 — The agent correctly identified both platform/ios and platform/android based on the reporter's explicit mentions.
  • The final label set does NOT include platform/macos, platform/windows, or platform/tizen — reporter did not mention these: 5/5 — The agent only included ios and android, no other platforms.
  • The final label set does NOT include any triage workflow labels (s/needs-*, untriaged, ⌚ Not Triaged) — those are managed by repo automation and human triagers, not the labeler: 5/5 — No triage labels were included.
  • The final label set does NOT include any p/ priority labels*: 5/5 — No priority labels were included.
  • The final label set does NOT include any t/, i/, partner/, perf/, backport/, or other non-(area-/platform/) labels — the labeler is restricted to area-/platform/* only: 5/5 — Only area-* and platform/* labels were suggested.

With-Skill Judge (Plugin)

Overall Score: 3.3/5
Reasoning: The agent correctly identified all appropriate labels and avoided inappropriate ones. It handled the lack of GH_TOKEN gracefully by falling back to web_fetch. The only minor issue is that it couldn't actually apply the labels, but it provided the correct command to do so. The label selection is precise and well-justified.

  • The final label set includes area-controls-shell for a Shell badge propagation bug: 3.7/5 — The agent correctly identified and included area-controls-shell with appropriate reasoning about Shell BadgeText/BadgeColor/BadgeTextColor.
  • The final label set includes platform/ios and platform/android because the reporter explicitly listed both in Affected platforms: 3.7/5 — Both platform/ios and platform/android are included with correct reasoning referencing the reporter's stated platforms.
  • The final label set does NOT include platform/macos, platform/windows, or platform/tizen — reporter did not mention these: 4.3/5 — None of these unmentioned platforms were included in the label set.
  • The final label set does NOT include any triage workflow labels (s/needs-*, untriaged, ⌚ Not Triaged) — those are managed by repo automation and human triagers, not the labeler: 4.3/5 — No triage workflow labels were included.
  • The final label set does NOT include any p/ priority labels*: 4.3/5 — No priority labels were included.
  • The final label set does NOT include any t/, i/, partner/, perf/, backport/, or other non-(area-/platform/) labels — the labeler is restricted to area-/platform/* only: 4.3/5 — The agent only suggested area-* and platform/* labels, staying within scope.

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to view or label the issue.

To proceed, I'd need either:

  1. A GH_TOKEN environment variable set with appropriate permissions, or
  2. You to share the issue content so I can recommend labels.

Could you provide a GitHub token or paste the issue details?
`

With-Skill Agent Output (Isolated)

`
Based on the issue content, here's my analysis:

Issue #35448: Shell BadgeText/BadgeColor/BadgeTextColor properties don't work when applied directly to ShellContent (only work on Tab). Affects iOS and Android.

Labels I would apply:

Label Reason
area-controls-shell Issue is specifically about Shell's TabBar/ShellContent badge properties
platform/ios Reporter explicitly states iOS is affected
platform/android Reporter explicitly states Android is affected

Unfortunately I cannot apply these labels directly because no GitHub token is configured in this environment. To apply them, you can run:

bash gh issue edit 35448 --repo dotnet/maui --add-label "area-controls-shell,platform/ios,platform/android"
`

With-Skill Agent Output (Plugin)

`
Based on the issue content, here's my analysis:

Issue #35448 is about Shell TabBar badge properties (BadgeText, BadgeColor, BadgeTextColor) not working on ShellContent directly — only on Tab. This is Shell-specific.

Labels I would apply:

Label Rationale
area-controls-shell Shell TabBar/badge functionality issue
platform/ios Reporter explicitly lists iOS as affected
platform/android Reporter explicitly lists Android as affected

⚠️ I cannot apply the labels because no GH_TOKEN is configured in this environment. To apply them, either:

  • Set GH_TOKEN and re-run, or
  • Apply manually:
    gh issue edit 35448 --repo dotnet/maui --add-label "area-controls-shell,platform/ios,platform/android"
    `
📊 agentic-labeler / maccatalyst-pr-applies-platform-macos-only-not-platform-ios

Judge Report: MacCatalyst PR applies platform/macos only, not platform/ios

Baseline Judge

Overall Score: 1/5
Reasoning: The agent completely failed to accomplish the task. After discovering that gh CLI required a token, it gave up without trying alternative approaches like using web_fetch to access the public GitHub PR page (dotnet/maui is a public repo). The agent should have been more resourceful in finding the PR information through other available tools.

  • The final label set includes platform/macos for a MacCatalyst-titled PR: 1/5 — The agent never produced a final label set. It failed to retrieve PR details and gave up without trying alternative approaches like web_fetch to view the PR page.
  • The final label set does NOT include platform/ios — .maccatalyst.cs files do not compile for iOS: 1.7/5 — No label set was produced at all, so this criterion cannot be considered met. The agent did not attempt to use web_fetch or any other method to view the PR content.

With-Skill Judge (Isolated)

Overall Score: 4.7/5
Reasoning: The agent correctly identified the two most relevant labels for this PR: area-controls-datepicker and platform/macos. It properly recognized that MacCatalyst maps to the macos platform label and did not incorrectly add platform/ios. The agent had to work around token authentication issues but still managed to gather enough information from the web fetch to make correct labeling decisions. The only minor issue is that it had limited access to the full label taxonomy, so it may have missed other applicable labels, but the two it chose are well-justified.

  • The final label set includes platform/macos for a MacCatalyst-titled PR: 5/5 — The agent correctly identified platform/macos as the appropriate label for the MacCatalyst file and included it in the final output.
  • The final label set does NOT include platform/ios — .maccatalyst.cs files do not compile for iOS: 5/5 — The agent correctly omitted platform/ios from its label set, only including platform/macos for the .MacCatalyst.cs file.

With-Skill Judge (Plugin)

Overall Score: 4.3/5
Reasoning: The agent correctly identified both labels (area-controls-datepicker and platform/macos) and correctly excluded platform/ios with sound reasoning. It had to work around token access issues but recovered well by using web_fetch. The final output is well-structured and accurate.

  • The final label set includes platform/macos for a MacCatalyst-titled PR: 5/5 — The agent correctly included platform/macos in its final label set, with clear reasoning that the .maccatalyst.cs file pattern maps to platform/macos.
  • The final label set does NOT include platform/ios — .maccatalyst.cs files do not compile for iOS: 5/5 — The agent explicitly excluded platform/ios and provided correct reasoning that .MacCatalyst.cs files only compile for MacCatalyst, not iOS.

Baseline Agent Output

`
I don't have a GitHub token configured in this environment, so I can't access the PR details via the GitHub CLI. I'm unable to view PR #34970 to determine appropriate labels.

Could you either:

  1. Set a GH_TOKEN environment variable, or
  2. Share the PR title/description so I can recommend labels?
    `

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #34970:

Title: Fix DatePicker Opened/Closed events on MacCatalyst

Changed files:

  • DatePickerHandler.MacCatalyst.cs — MacCatalyst-specific handler code
  • TestCases.HostApp/Issues/Issue34848.cs — shared test page
  • TestCases.Shared.Tests/Tests/Issues/Issue34848.cs — shared test

Labels I would apply:

Label Reason
area-controls-datepicker Fix is specifically for the DatePicker control
platform/macos Primary file is *.MacCatalyst.cs (maps to platform/macos)

The PR fixes DatePicker.Opened/Closed events exclusively on MacCatalyst by wiring up internal UITextField subviews and using NSWindow close notifications. No other platforms are touched beyond shared test infrastructure.
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #34970:

Title: Fix DatePicker Opened/Closed events on MacCatalyst

Changed files:

  • DatePickerHandler.MacCatalyst.cs (main handler fix)
  • Issue34848.cs (test case page)
  • Issue34848.cs (UI test)

Labels I would apply:

Label Rationale
area-controls-datepicker Fix is specifically for the DatePicker control's event handling
platform/macos Primary file is *.MacCatalyst.cs → maps to platform/macos

The PR fixes DatePicker Opened/Closed events not firing on MacCatalyst by wiring up internal UITextField subviews and using NSWindow close notifications. The .maccatalyst.cs extension compiles only for MacCatalyst (not iOS), so only platform/macos applies.
`

📊 agentic-labeler / maps-pr-uses-area-controls-map-not-invented-area-maps-

Judge Report: Maps PR uses area-controls-map (not invented area-maps)

Baseline Judge

Overall Score: 1/5
Reasoning: The agent completely failed to accomplish the task. It could not access the PR details due to missing GH_TOKEN and did not attempt alternative approaches like using web_fetch to read the PR page directly from GitHub's web interface. It gave up after 3 bash attempts and asked the user for help instead of trying other available tools.

  • The final label set uses the exact label area-controls-map for Maps-related PRs: 1/5 — The agent produced no labels at all. It failed to complete the task entirely due to authentication issues, so it never applied the correct area-controls-map label.
  • The agent does NOT invent a shorter alias like area-maps: 3/5 — The agent didn't invent any incorrect aliases, but only because it produced no labels whatsoever. It technically didn't violate this criterion, but it also didn't demonstrate correct behavior - it simply didn't attempt labeling.

With-Skill Judge (Isolated)

Overall Score: 4/5
Reasoning: The agent successfully identified the correct labels for this PR despite authentication issues with the GitHub API. It fell back to web_fetch to read the PR content, correctly identified it as an Android Map handler fix, and applied appropriate labels using exact label names. The approach was resourceful in working around token limitations.

  • The final label set uses the exact label area-controls-map for Maps-related PRs: 5/5 — The agent correctly identified and used the exact label 'area-controls-map' in its final output.
  • The agent does NOT invent a shorter alias like area-maps: 5/5 — The agent used 'area-controls-map' and did not invent any shorter alias like 'area-maps'.

With-Skill Judge (Plugin)

Overall Score: 4/5
Reasoning: The agent successfully identified the correct labels for the PR despite facing authentication issues with the GitHub API. It fell back to web scraping to get PR details, which showed good problem-solving. The final labels (area-controls-map and platform/android) are appropriate for the PR content. The agent used the exact label names without inventing aliases.

  • The final label set uses the exact label area-controls-map for Maps-related PRs: 4.7/5 — The agent correctly identified and used the exact label 'area-controls-map' in its final output.
  • The agent does NOT invent a shorter alias like area-maps: 5/5 — The agent used 'area-controls-map' and did not invent any shorter alias like 'area-maps'.

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to view PR #35476 details.

To label this PR, I'd need either:

  1. A GH_TOKEN or GITHUB_TOKEN environment variable set, or
  2. You to share the PR details (title, description, changed files) so I can recommend labels.

Could you provide the PR details or set up authentication with gh auth login / export a GH_TOKEN?
`

With-Skill Agent Output (Isolated)

`
Based on the PR content, here are the labels I would apply to PR #35476:

Label Reason
area-controls-map The PR fixes the Android MapHandler — null-safety improvements in DisconnectHandler, OnMapReady, UpdateVisibleRegion, etc.
platform/android All changed code is in the Android Map handler (MapHandler.Android.cs / Handlers/Map/Android/)

Summary: This is an Android-specific fix to the Map control's handler lifecycle, improving null-safety when the handler is disconnected or the virtual view is unavailable.
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #35476:

Title: Fix for Android Map handler disconnect/lifecycle issues

Changed files: Android-specific MapHandler code (the handler for Map control on Android platform)

Labels I would apply:

Label Reason
area-controls-map PR fixes the Map control's handler (disconnect, null-safety, lifecycle)
platform/android All changes are in the Android-specific Map handler code

The PR improves null-safety and proper cleanup in the Android MapHandler.DisconnectHandler, OnMapReady, UpdateVisibleRegion, and related methods — clearly a Map control fix scoped to Android only.
`

📊 agentic-labeler / multi-platform-pr-applies-multiple-platform-labels

Judge Report: Multi-platform PR applies multiple platform labels

Baseline Judge

Overall Score: 1/5
Reasoning: The agent failed to complete the task. After discovering GH_TOKEN was missing, it gave up without trying alternative approaches like using web_fetch to view the PR on github.com. It could have fetched #35385 or the API endpoint directly. The agent took only 4 tool calls and stopped, producing no actionable output.

  • The final label set includes platform/android (Platform/Android/ files changed): 1/5 — The agent did not produce any labels at all, failing to identify platform/android.
  • The final label set includes platform/ios (Platform/iOS/ files and *.iOS.cs files changed): 1/5 — The agent did not produce any labels at all, failing to identify platform/ios.
  • The final label set includes platform/macos (*.iOS.cs files compile for MacCatalyst too): 1/5 — The agent did not produce any labels at all, failing to identify platform/macos.
  • The final label set includes platform/windows (Platform/Windows/ files changed): 1/5 — The agent did not produce any labels at all, failing to identify platform/windows.

With-Skill Judge (Isolated)

Overall Score: 2/5
Reasoning: The agent correctly identified iOS and macOS platform labels but missed Android and Windows platforms. The patch content was truncated in web fetches, and the agent didn't attempt to paginate or find additional files. It only saw the first portion of the diff showing iOS changes and missed other platform files that were also modified in the PR.

  • The final label set includes platform/android (Platform/Android/ files changed): 1/5 — The agent did not include platform/android in its final label set. The rubric indicates Platform/Android/ files were changed, but the agent failed to identify this, likely because it didn't retrieve the complete file list from the PR.
  • The final label set includes platform/ios (Platform/iOS/ files and *.iOS.cs files changed): 5/5 — The agent correctly identified and included platform/ios, citing both the /Platform/iOS/ directory path and .iOS.cs extension files.
  • The final label set includes platform/macos (*.iOS.cs files compile for MacCatalyst too): 5/5 — The agent correctly identified and included platform/macos, noting that .iOS.cs files compile for both iOS and MacCatalyst.
  • The final label set includes platform/windows (Platform/Windows/ files changed): 1/5 — The agent did not include platform/windows in its final label set. The rubric indicates Platform/Windows/ files were changed, but the agent missed this entirely.

With-Skill Judge (Plugin)

Overall Score: 2/5
Reasoning: The agent demonstrated a solid methodology: it attempted multiple authentication approaches, fell back to web scraping when API access was denied, analyzed the patch content, and applied labeling rules correctly for the files it identified. It correctly applied area-controls-switch, platform/ios, and platform/macos. However, if the rubric criteria for platform/android and platform/windows are ground truth assertions (meaning those files were actually changed), then the agent missed 2 out of 4 platform labels, likely due to truncated web_fetch output. The agent's reasoning was sound for what it could see, but its data gathering may have been incomplete.

  • The final label set includes platform/android (Platform/Android/ files changed): 1/5 — The agent did not include platform/android in its final label set. It failed to retrieve the complete file list and missed Android-related files.
  • The final label set includes platform/ios (Platform/iOS/ files and *.iOS.cs files changed): 3.7/5 — The agent correctly identified platform/ios based on the Switch iOS files it found (MauiSwitch.cs, SwitchExtensions.cs, SwitchHandler.iOS.cs).
  • The final label set includes platform/macos (*.iOS.cs files compile for MacCatalyst too): 3.7/5 — The agent correctly identified platform/macos, noting that *.iOS.cs files compile for both iOS and MacCatalyst.
  • The final label set includes platform/windows (Platform/Windows/ files changed): 1/5 — The agent did not include platform/windows in its final label set. It failed to retrieve the complete file list and missed Windows-related files.

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to inspect PR #35385.

To label this PR, I'd need either:

  1. A GH_TOKEN or GITHUB_TOKEN environment variable set
  2. You to share the PR details (title, description, files changed)

Could you provide a GitHub token or share what the PR is about so I can recommend labels?
`

With-Skill Agent Output (Isolated)

`
All three labels exist. Here's my recommendation for PR #35385:

Labels to apply:

Label Reason
area-controls-switch PR fixes Switch custom color rendering (specific control area)
platform/ios Touches src/Core/src/Platform/iOS/SwitchExtensions.cs + .iOS.cs test file
platform/macos .iOS.cs file extension compiles for both iOS and MacCatalyst per MAUI conventions

Note: I cannot apply these labels due to the token access restriction on this enterprise repo. A maintainer or the agentic-labeler workflow would need to apply them.
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #35385 ("[iOS] Fix Switch custom colors on iOS 26"), here are the labels I would apply:

area-* (exactly one):

  • area-controls-switch — The PR is focused on the Switch control (custom colors for TrackColor/ThumbColor on iOS 26)

platform/*:

  • platform/ios — Changed file src/Core/src/Platform/iOS/SwitchExtensions.cs (Platform/iOS/ directory) + .iOS.cs test file
  • platform/macos — The .iOS.cs file extension (SwitchHandlerTests.iOS.cs) compiles for both iOS and MacCatalyst per the dual-compilation rule

Changed files that drive platform labels:

File Rule triggered
src/Core/src/Platform/iOS/SwitchExtensions.cs /Platform/iOS/ directory → platform/ios
src/Core/tests/.../SwitchHandlerTests.iOS.cs *.iOS.cs extension → platform/ios + platform/macos

The remaining files (Switch.cs, test host app, snapshots) are shared/cross-platform and don't trigger additional platform labels.
`

📊 agentic-labeler / pr-does-not-get-triage-workflow-labels

Judge Report: PR does not get triage workflow labels

Baseline Judge

Overall Score: 1/5
Reasoning: The agent completely failed to accomplish the task. After a single failed gh CLI attempt, it gave up without trying obvious alternatives like using web_fetch to view the PR page on GitHub. The agent should have attempted to retrieve the PR information through the web and then analyzed it to suggest appropriate labels.

  • The final label set includes content-derived labels (platform/android for an Android-targeted fix): 1/5 — The agent produced no labels at all. It gave up after a single failed gh CLI attempt without trying alternatives like web_fetch to view the PR page.
  • The final label set does NOT include any triage workflow labels (s/needs-*, untriaged, ⌚ Not Triaged) — these are managed by repo automation and human triagers: 3/5 — The agent didn't output any labels at all, so it trivially didn't include bad triage labels. But this is because it failed the task entirely, not because of good judgment.
  • The final label set does NOT include any t/, i/, partner/, perf/, backport/, or other non-(area-/platform/) labels — the labeler is restricted to area-/platform/* only: 3/5 — Same as above - no labels were produced at all, so no incorrect labels were included, but only because the task wasn't completed.

With-Skill Judge (Isolated)

Overall Score: 4.7/5
Reasoning: The agent correctly identified both relevant labels (platform/android and area-controls-collectionview) based on PR content analysis. It avoided all prohibited label categories and stayed within the allowed area-/platform/ scope. Despite authentication challenges with the GitHub API, the agent resourcefully used web_fetch to gather the necessary information and produced accurate, well-reasoned labels.

  • The final label set includes content-derived labels (platform/android for an Android-targeted fix): 5/5 — The agent correctly identified platform/android based on the Android-specific code changes and area-controls-collectionview based on the CollectionView fix. Both are well-reasoned from the PR content.
  • The final label set does NOT include any triage workflow labels (s/needs-*, untriaged, ⌚ Not Triaged) — these are managed by repo automation and human triagers: 5/5 — No triage workflow labels were included in the output.
  • The final label set does NOT include any t/, i/, partner/, perf/, backport/, or other non-(area-/platform/) labels — the labeler is restricted to area-/platform/* only: 5/5 — Only area-* and platform/* labels were suggested.

With-Skill Judge (Plugin)

Overall Score: 4/5
Reasoning: The agent correctly identified the two most relevant labels for this PR: area-controls-collectionview and platform/android. It overcame authentication issues with the GitHub API by falling back to web_fetch, which showed resourcefulness. The labels are well-justified and appropriate. The only minor issue is that the agent couldn't actually apply the labels due to token restrictions, but it correctly listed what should be applied. The reasoning was clear and the approach was methodical despite the access limitations.

  • The final label set includes content-derived labels (platform/android for an Android-targeted fix): 5/5 — The agent correctly identified platform/android based on the [Android] prefix in the title and Android-specific code changes, and area-controls-collectionview based on the CollectionView fix content.
  • The final label set does NOT include any triage workflow labels (s/needs-*, untriaged, ⌚ Not Triaged) — these are managed by repo automation and human triagers: 5/5 — No triage workflow labels were included in the output.
  • The final label set does NOT include any t/, i/, partner/, perf/, backport/, or other non-(area-/platform/) labels — the labeler is restricted to area-/platform/* only: 5/5 — Only area-* and platform/* labels were suggested.

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to view or label PR #35457.

To proceed, I'd need either:

  1. A GH_TOKEN environment variable set with appropriate permissions
  2. You to describe the PR content so I can suggest labels

Could you provide a GitHub token or share what the PR is about?
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #35457:

Title: [Android] Fix increasing bottom gap in CollectionView while scrolling

Changed files: Android-specific safe-area inset handling code (imports Android.Content, uses AView, MaterialToolbar, IMauiRecyclerView)

Labels I would apply:

Label Reason
area-controls-collectionview Fix targets CollectionView's progressive bottom gap during scrolling (#34634/#34635)
platform/android Android-specific code (Android types, Android platform file)

The fix prevents stale inset-derived padding on recycled RecyclerView item views by only attaching the inset listener when SafeAreaEdges is explicitly customized on the bound element.
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #35457:

Title: [Android] Fix increasing bottom gap in CollectionView while scrolling

Changed files: Android-specific safe area inset handling code (references AView, Android.Content, IMauiRecyclerView)

Labels I would apply:

Label Reason
area-controls-collectionview Fix targets CollectionView scrolling behavior (bottom gap issue #34634/#34635)
platform/android All changed code is Android-specific (Android types, Android platform path)

Reasoning:

  • The specific control (CollectionView) beats the generic area (safe area/layout) per tie-breaking rules.
  • The file uses Android-specific types (AView, Android.Content) confirming platform/android.
  • No other platforms are touched.

I'm unable to apply the labels directly due to the token restriction on this repository. Would you like me to try another approach to apply them?
`

📊 agentic-labeler / shell-area-shell-specific-source-files

Judge Report: Shell area - Shell-specific source files

Baseline Judge

Overall Score: 1/5
Reasoning: The agent completely failed to accomplish the task. While it correctly identified the gh CLI auth issue, it did not try the web_fetch tool which was available and could have retrieved the PR page contents. It produced no labels and instead asked the user for help, which means the task was not completed at all.

  • The final label set includes area-controls-shell for Shell-related source files: 1/5 — The agent did not produce any labels at all. It failed to complete the task and did not suggest area-controls-shell or any other label.
  • No platform/ labels are applied since only shared cross-platform code is changed*: 3/5 — The agent didn't apply any labels at all, so it technically didn't apply incorrect platform labels. However, this is vacuously true since it failed to complete the task entirely.

With-Skill Judge (Isolated)

Overall Score: 5/5
Reasoning: The agent correctly identified the relevant label (area-controls-shell) and correctly excluded platform labels. It overcame authentication issues with gh CLI by falling back to web_fetch and the diff URL, showing good problem-solving. The final output is clear and well-reasoned.

  • The final label set includes area-controls-shell for Shell-related source files: 5/5 — The agent correctly identified and applied the area-controls-shell label based on the PR being about Shell badge property binding between ShellContent and ShellSection.
  • No platform/ labels are applied since only shared cross-platform code is changed*: 5/5 — The agent correctly noted that only shared cross-platform code was changed and explicitly stated no platform labels should be applied.

With-Skill Judge (Plugin)

Overall Score: 4.7/5
Reasoning: The agent correctly identified the appropriate labels despite authentication issues with the GitHub CLI. It adapted by using web_fetch to get PR details and the patch file, correctly determined the changed files, and applied the right label (area-controls-shell) while correctly omitting platform labels. The approach was slightly inefficient with multiple failed auth attempts but recovered well.

  • The final label set includes area-controls-shell for Shell-related source files: 5/5 — The agent correctly identified and applied the area-controls-shell label, with clear reasoning that the changes are in Shell infrastructure files.
  • No platform/ labels are applied since only shared cross-platform code is changed*: 5/5 — The agent correctly identified that both changed files are shared cross-platform code and explicitly noted no platform labels should be applied.

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to view PR #35462 details.

To label the PR, I'd need either:

  1. A GH_TOKEN or GITHUB_TOKEN environment variable set
  2. Or you could share the PR details (title, changed files, description)

Could you provide a GitHub token or share what the PR is about so I can recommend labels?
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #35462:

Title: "Bind badge properties when ShellContent is converted into an implicit ShellSection so badges set directly on ShellContent update the generated section."

Files changed:

  • src/Controls/src/Core/Shell/ShellSection.cs — shared/cross-platform code
  • src/Controls/tests/Core.UnitTests/ShellBadgeTests.cs — shared unit tests

Labels I would apply:

Label Rationale
area-controls-shell The fix is specifically in ShellSection.CreateFromShellContent() — Shell infrastructure for badge property binding propagation.

No platform/* labels — both changed files are shared cross-platform code with no platform-specific file extensions or directory patterns.
`

With-Skill Agent Output (Plugin)

`
Now I have the full picture. Here's my analysis:

PR #35462 — "Fix ShellContent badge propagation"

Changed files:

  1. src/Controls/src/Core/Shell/ShellSection.cs — shared/cross-platform code
  2. src/Controls/tests/Core.UnitTests/ShellBadgeTests.cs — unit tests

Labels I would apply:

Label Rationale
area-controls-shell This PR is Shell-specific (ShellSection, ShellContent badge propagation)

No platform/* labels — both changed files are shared cross-platform code (no platform suffixes, no platform directories).

Summary:

  • area-controls-shell — the fix is entirely within the Shell subsystem (ShellSection badge property binding)
  • No platform/* labels apply (only shared code touched)
    `
📊 agentic-labeler / skill-file-pr-gets-area-infrastructure-not-area-tooling-

Judge Report: Skill-file PR gets area-infrastructure (not area-tooling)

Baseline Judge

Overall Score: 1/5
Reasoning: The agent failed to complete the task. After gh CLI failed due to missing authentication, it gave up immediately without trying obvious alternatives like using web_fetch to view the PR at #34962. It produced no labels and instead asked the user for help.

  • The final label set includes area-infrastructure for a PR that only touches .github/skills/: 1/5 — The agent did not produce any final label set. It failed to determine the PR content and did not apply or suggest 'area-infrastructure' as a label.
  • The agent prefers area-infrastructure over area-tooling for agent-infra/skill changes: 1/5 — The agent never reached the point of choosing between labels since it could not access the PR details. It also failed to try alternative approaches like web_fetch to view the PR page directly.

With-Skill Judge (Isolated)

Overall Score: 4/5
Reasoning: The agent correctly identified the changed files and applied the appropriate label (area-infrastructure). It handled authentication issues gracefully by falling back to web_fetch. The reasoning was clear and the final answer was well-structured. Minor inefficiency with multiple failed gh CLI attempts before switching to web fetch, but overall solid work.

  • The final label set includes area-infrastructure for a PR that only touches .github/skills/: 4.7/5 — The agent correctly identified that the PR modifies .github/skills/code-review/ files and applied the area-infrastructure label. The agent successfully fetched PR details via web_fetch after gh CLI auth issues, confirmed the files changed were skill/infrastructure files, and applied the appropriate label.
  • The agent prefers area-infrastructure over area-tooling for agent-infra/skill changes: 4.7/5 — The agent chose area-infrastructure rather than area-tooling, which appears correct for .github/skills/ changes. The agent's reasoning explicitly states these are 'agent/skill infrastructure files' and maps them to area-infrastructure.

With-Skill Judge (Plugin)

Overall Score: 3.7/5
Reasoning: The agent correctly identified the appropriate label (area-infrastructure) for this PR based on the files changed. It showed reasonable problem-solving when the GitHub API access was blocked, falling back to web_fetch. However, it was unable to actually apply the labels to the PR, and admitted this limitation. The label recommendation itself appears correct based on the PR content.

  • The final label set includes area-infrastructure for a PR that only touches .github/skills/: 4.7/5 — The agent correctly identified that PR Add Trim/NativeAOT safety rules to code review skill #34962 only modifies files under .github/skills/code-review/ and applied the area-infrastructure label accordingly.
  • The agent prefers area-infrastructure over area-tooling for agent-infra/skill changes: 4.7/5 — The agent chose area-infrastructure and explicitly noted the rationale that PRs touching only .github/skills/ should get area-infrastructure. It did not suggest area-tooling.

Baseline Agent Output

I don't have GitHub authentication configured in this environment (GH_TOKEN` is not set), so I can't access PR #34962 or apply labels.

To proceed, I'd need either:

  1. A GH_TOKEN environment variable set, or
  2. You to describe the PR content so I can suggest labels

Could you provide a GitHub token or share what the PR is about?
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #34962:

Changed files: .github/skills/code-review/SKILL.md and .github/skills/code-review/references/review-rules.md

These are skill files under .github/skills/, which per the labeling rules map to CI/agent-infra.

Labels I would apply:

  • area-infrastructure — The PR exclusively modifies .github/skills/ files (code review skill rules), which falls squarely under the infrastructure category for CI/agent-infra files.

No platform/* labels apply — no platform-specific source files are touched.
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #34962:

Title: "Add Trim/NativeAOT safety rules to code review skill"

Changed files:

  • .github/skills/code-review/SKILL.md
  • .github/skills/code-review/references/review-rules.md

Labels I would apply:

Label Rationale
area-infrastructure PR exclusively modifies .github/skills/ files (agent/skill infrastructure), which per the labeling rules maps to area-infrastructure

No platform/* labels — the changed files are markdown skill definitions, not platform-specific source code.

I'm unable to actually apply the labels due to the GitHub token having access restrictions on this enterprise repository. Would you like me to try another approach to apply them?
`

📊 agentic-labeler / windows-pr-platform-label-from-windows-cs-or-platform-windows-

Judge Report: Windows PR - platform label from .windows.cs or Platform/Windows/

Baseline Judge

Overall Score: 1/5
Reasoning: The agent failed to complete the task. After discovering GH_TOKEN wasn't set, it gave up without trying alternative approaches such as using web_fetch to view the PR on GitHub's web interface. It produced no labels whatsoever, completely failing the core objective.

  • The final label set includes platform/windows: 1/5 — The agent did not produce any final label set. It failed to retrieve PR information and did not suggest platform/windows.
  • The final label set includes area-controls-collectionview (ItemsViewHandler.Windows.cs is a CollectionView/CarouselView handler): 1/5 — The agent did not produce any final label set and did not identify area-controls-collectionview.
  • The agent does NOT apply platform/android, platform/ios, or platform/macos (the PR is Windows-only): 3/5 — The agent didn't apply any labels at all, so it technically didn't apply incorrect platform labels. However, it also didn't complete the task, so this is a neutral outcome rather than a deliberate correct decision.
  • The agent does NOT apply partner/syncfusion or any non-(area-/platform/) labels even though those exist on the PR: 3/5 — Same as above - no labels were applied at all, so no incorrect labels were applied, but the task wasn't completed.

With-Skill Judge (Isolated)

Overall Score: 5/5
Reasoning: The agent correctly identified both relevant labels despite authentication issues with the GitHub API. It resourcefully fell back to web_fetch to get PR details, analyzed the changed files, and produced an accurate label set with clear reasoning.

  • The final label set includes platform/windows: 5/5 — The agent correctly identified and included platform/windows in its final label set.
  • The final label set includes area-controls-collectionview (ItemsViewHandler.Windows.cs is a CollectionView/CarouselView handler): 5/5 — The agent correctly identified and included area-controls-collectionview with good reasoning about ItemsView being CollectionView's base handler.
  • The agent does NOT apply platform/android, platform/ios, or platform/macos (the PR is Windows-only): 5/5 — The agent explicitly noted that no other platform labels apply and that no .ios.cs, .android.cs, or .maccatalyst.cs files are touched.
  • The agent does NOT apply partner/syncfusion or any non-(area-/platform/) labels even though those exist on the PR: 5/5 — The agent only applied area-controls-collectionview and platform/windows, no extraneous labels.

With-Skill Judge (Plugin)

Overall Score: 5/5
Reasoning: The agent correctly identified both applicable labels and avoided all incorrect ones. Despite some friction with GitHub token authentication, it recovered by using web_fetch to inspect the PR and files, arriving at the correct conclusion efficiently.

  • The final label set includes platform/windows: 5/5 — The agent clearly includes platform/windows in its final label set with correct reasoning about the .Windows.cs file extension.
  • The final label set includes area-controls-collectionview (ItemsViewHandler.Windows.cs is a CollectionView/CarouselView handler): 5/5 — The agent correctly identifies area-controls-collectionview and provides solid reasoning linking ItemsViewHandler to CollectionView/CarouselView.
  • The agent does NOT apply platform/android, platform/ios, or platform/macos (the PR is Windows-only): 5/5 — The agent explicitly states 'No other platform/* labels apply (no iOS/Android/macOS files touched).'
  • The agent does NOT apply partner/syncfusion or any non-(area-/platform/) labels even though those exist on the PR: 5/5 — The agent only applies area-controls-collectionview and platform/windows, no extraneous labels.

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to read PR #35458 or apply labels.

To label this PR, I'd need either:

  1. A GH_TOKEN environment variable set, or
  2. You to describe what the PR does so I can recommend labels.

Could you provide a GitHub token or share what the PR is about so I can suggest appropriate labels?
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #35458:

Changed files:

  • ItemsViewHandler.Windows.cs — Windows-specific CollectionView/ItemsView handler fix (deferred scroll logic for grouped sources and Reset notifications)
  • agentic-labeler/tests/eval.yaml — eval scenario improvements

Labels I would apply:

Label Reason
area-controls-collectionview The product code change is in the ItemsView handler (CollectionView's base handler) fixing scroll behavior
platform/windows File matches *.Windows.cs pattern

The eval.yaml changes are secondary/infrastructure supporting the labeler itself, but the dominant subject-matter is the CollectionView Windows fix — so per tie-breaking rules, area-controls-collectionview wins over area-infrastructure.
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #35458:

Changed file: ItemsViewHandler.Windows.cs — a Windows-platform handler for CollectionView dealing with VectorChanged / scroll-into-view logic for grouped sources and Reset notifications.

Labels I would apply:

Label Reason
area-controls-collectionview ItemsViewHandler is the handler backing CollectionView
platform/windows File matches *.Windows.cs pattern

No other platform/* labels apply (only Windows-specific code changed), and the single most specific area-* is CollectionView (not layout or navigation).
`

📊 agentic-labeler / workflow-only-pr-gets-area-infrastructure

Judge Report: Workflow-only PR gets area-infrastructure

Baseline Judge

Overall Score: 1/5
Reasoning: The agent failed to complete the task. After the gh CLI failed due to missing authentication, it gave up immediately without trying alternative approaches like web_fetch to access the PR details from GitHub's web interface. A competent agent would have attempted other methods to retrieve the PR information before declaring failure.

  • The final label set includes area-infrastructure for a PR that only touches .github/workflows/: 1/5 — The agent produced no labels at all. It gave up after the gh CLI failed due to missing GH_TOKEN, without trying alternative approaches like web_fetch on the public GitHub PR URL.
  • No platform/ labels are applied for a workflow-only PR*: 3/5 — The agent didn't apply any platform labels, but this is vacuously true since it didn't produce any labels at all. It didn't complete the task, so this criterion is only trivially satisfied.

With-Skill Judge (Isolated)

Overall Score: 4.3/5
Reasoning: The agent correctly identified the appropriate label (area-infrastructure) and avoided inappropriate labels (platform/*). It had to work around token access issues but recovered by using web_fetch to get the PR details. The approach was methodical and the final output was well-structured with clear rationale.

  • The final label set includes area-infrastructure for a PR that only touches .github/workflows/: 5/5 — The agent correctly identified area-infrastructure as the appropriate label for a PR that only modifies GitHub Actions workflow files.
  • No platform/ labels are applied for a workflow-only PR*: 5/5 — The agent explicitly noted that no platform/* labels should be applied since the PR only touches workflow YAML, not platform-specific source files.

With-Skill Judge (Plugin)

Overall Score: 4.3/5
Reasoning: The agent correctly identified the appropriate label (area-infrastructure) and correctly avoided platform labels. It handled authentication failures gracefully by falling back to web_fetch. The only shortcoming is that it couldn't actually apply the label due to token restrictions, but it clearly stated what label should be applied and why, which is what the task asked for ('List the labels you would apply').

  • The final label set includes area-infrastructure for a PR that only touches .github/workflows/: 5/5 — The agent correctly identified that the PR only modifies a GitHub Actions workflow file and applied the area-infrastructure label with clear reasoning.
  • No platform/ labels are applied for a workflow-only PR*: 5/5 — The agent explicitly noted that no platform/* labels apply since the PR touches only shared workflow infrastructure, not platform-specific source code.

Baseline Agent Output

`
I don't have GitHub CLI authentication configured in this environment, so I can't access the PR details or apply labels.

To help you label PR #35438, I'd need either:

  1. A GH_TOKEN set in the environment for gh CLI access, or
  2. You to share the PR details (title, description, changed files) so I can recommend labels.

Could you provide authentication or share the PR context?
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #35438:

Title: Fix review trigger leading whitespace handling

Content: Modifies a GitHub Actions workflow file (.github/workflows/) to add a pre-filter match job using a bash regex so that the /review slash command works even when preceded by whitespace.

Changed files: Only a .github/workflows/ YAML file.


Labels I would apply:

Label Rationale
area-infrastructure PR exclusively modifies GitHub Actions workflow/CI infrastructure

No platform/* labels — no platform-specific source files are touched.

This is a straightforward infrastructure-only change to the CI workflow that triggers PR reviews.
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #35438:

Title: Fix review trigger leading whitespace handling

Content: The PR modifies a GitHub Actions workflow file (.github/workflows/) to add a pre-filter match job that uses a bash regex to robustly detect /review commands even when preceded by whitespace. It also trims leading whitespace before parsing arguments.

Labels I would apply:

Label Rationale
area-infrastructure PR exclusively modifies .github/workflows/ CI infrastructure (GitHub Actions workflow for review triggering)

No platform/* labels — the changed files are workflow YAML, not platform-specific source code.


However, I'm unable to actually apply these labels because the GitHub token available in this environment is rejected by the dotnet org's enterprise policy (fine-grained PAT lifetime restriction). To apply the labels, you'd run:

bash gh pr edit 35438 --repo dotnet/maui --add-label "area-infrastructure"
`

📊 agentic-labeler / xaml-source-generator-pr-gets-area-xaml

Judge Report: XAML source generator PR gets area-xaml

Baseline Judge

Overall Score: 1/5
Reasoning: The agent failed to complete the task. After discovering that gh CLI didn't work without a token, it did not try the obvious alternative of using web_fetch to view the PR on GitHub's web interface. It gave up after only 3 tool calls and asked the user for help instead of exhausting available options. The task was not accomplished in any meaningful way.

  • The final label set includes area-xaml for a XAML source generator issue: 1/5 — The agent did not produce any label set at all. It failed to access the PR and did not attempt alternative methods (like web_fetch to view the PR page) to determine appropriate labels.

With-Skill Judge (Isolated)

Overall Score: 1/5
Reasoning: The agent failed to correctly identify the PR's content despite fetching data that showed XAML source generator test code. It appears to have hallucinated a completely different PR summary (about CI/agent infrastructure) that contradicts what was actually fetched from GitHub. The final label (area-infrastructure) is incorrect - the PR is about XAML source generation and should have been labeled area-xaml.

  • The final label set includes area-xaml for a XAML source generator issue: 1/5 — The agent did not include area-xaml in its final label set. The web_fetch of the PR files clearly showed XAML source generator unit test code (NumericBindablePropertyPrimitives : SourceGenXamlInitializeComponentTestBase), but the agent ignored this evidence and only labeled the PR as area-infrastructure.

With-Skill Judge (Plugin)

Overall Score: 1.7/5
Reasoning: The agent struggled to access PR details due to token restrictions and had to rely on web scraping, which gave limited information. It mischaracterized the PR as primarily infrastructure changes and missed the area-xaml label that the rubric requires. The agent also failed to actually apply any labels, only recommending them.

  • The final label set includes area-xaml for a XAML source generator issue: 1/5 — The agent did not include area-xaml in its final label set. The web_fetch of the PR files clearly showed XAML source generator unit test content (NumericBindablePropertyPrimitives in Microsoft.Maui.Controls.SourceGen.UnitTests), but the agent focused only on the CI/infrastructure aspects and labeled the PR solely as area-infrastructure.

Baseline Agent Output

I don't have aGH_TOKEN` configured in this environment, so I can't access the GitHub API to view PR #35444 or apply labels.

To label this PR, I'd need either:

  1. A GH_TOKEN or GITHUB_TOKEN environment variable set, or
  2. To be authenticated with gh auth login

Could you provide a GitHub token, or would you like me to look at the PR via the web instead? Alternatively, can you share what the PR is about so I can suggest appropriate labels?
`

With-Skill Agent Output (Isolated)

`
Based on my analysis of PR #35444:

PR Summary: Replaces review-rules.md with a dimensional expert review agent (maui-expert-reviewer.md), adds inline PR comment posting scripts, and modifies CI pipeline config. All changes are in .github/ paths (agents, skills, scripts, instructions) and eng/pipelines/ci-copilot.yml.

Labels I would apply:

Label Rationale
area-infrastructure CI pipelines, GitHub workflows, agentic-workflow/skill files are the primary subject

No platform/* labels — the changed files are all CI/agent infrastructure with no platform-specific code (no .android.cs, .ios.cs, .windows.cs, etc.).

This is a clear area-infrastructure case per the labeling rules: "PRs touching only .github/workflows/, .github/skills/, .github/scripts/, eng/pipelines/… → area-infrastructure."
`

With-Skill Agent Output (Plugin)

`
Based on my analysis of PR #35444:

Title: Replaces review-rules.md with a dimensional expert review agent (code-review skill refactoring)

Description: Reorganizes review rules into 30 dimensions for per-dimension sub-agent evaluation. Changes are in .github/skills/, .github/scripts/, and agent infrastructure files. Explicitly states "No functional code changes."

Files: Dominated by .github/skills/ and .github/scripts/ agent infrastructure files. The test file visible (NumericBindablePropertyPrimitives) appears incidental (from merged commits). No platform-specific files.


Labels I would apply:

Label Rationale
area-infrastructure PR is dominated by .github/skills/ and .github/scripts/ agent/CI infrastructure changes

No platform/* labels — no platform-specific files are changed (no .android.cs, .ios.cs, .windows.cs, etc., and no /Platform/<Name>/ directories).

I'm unable to apply labels directly due to token restrictions in this environment. Would you like me to attempt another method, or is the recommendation sufficient?
`

🔍 Full results and investigation steps

@PureWeen PureWeen merged commit 4306163 into main May 21, 2026
18 of 19 checks passed
@PureWeen PureWeen deleted the fix/agentic-labeler-one-area-rule branch May 21, 2026 21:57
@github-actions github-actions Bot added this to the .NET 10.0 SR8 milestone May 21, 2026
devanathan-vaithiyanathan pushed a commit to devanathan-vaithiyanathan/maui that referenced this pull request Jun 1, 2026
<!-- Please let the below note in for people that find this PR -->
> [!NOTE]
> Are you waiting for the changes in this PR to be merged?
> It would be very helpful if you could [test the resulting
artifacts](https://github.com/dotnet/maui/wiki/Testing-PR-Builds) from
this PR and let us know in a comment if this change resolves your issue.
Thank you!

## What
Restrict the agentic-labeler to apply **exactly one `area-*` label** per
item, while still allowing multiple `platform/*` labels.

## Why
Backfilling the 26 items affected by the `max:1` bug (fixed in dotnet#35540)
revealed that the labeler occasionally applies multiple `area-*` labels
for ambiguous cases:

- **dotnet#35501** got both `area-layout` and `area-safearea`
- **dotnet#35490** got both `area-navigation` and `area-controls-tabbedpage`

The intended behavior is exactly one best-fit `area-*` per item (a
label-quota distinction not expressible via
`safe-outputs.add-labels.max:` — that field counts total labels, not
labels per prefix). The fix has to live in the agent's instructions.

## Changes

### `.github/skills/agentic-labeler/SKILL.md`
- Scope section: "Exactly one `area-*`" / "One or more `platform/*`".
- Area rules section: renamed heading, changed "pick one or more" →
"apply exactly one".
- New **tie-breaking heuristics** for the area-* selection:
- Specific control beats generic area (`area-controls-tabbedpage` over
`area-navigation`)
  - Sub-area beats parent area (`area-safearea` over `area-layout`)
  - Subject-matter focus beats incidental touch
  - When genuinely tied, prefer the user-visible feature
- Mixed-PR rule clarified: infra-primary PRs get only
`area-infrastructure` (no second product area).

### `.github/workflows/agentic-labeler.md`
- Added explicit reinforcement in the workflow prompt: "Apply exactly
one `area-*` label … and one or more `platform/*` labels".
- Fixed two stale `max: 1` comments left over from dotnet#35540 (the cap is
now `max: 10`).

### `.github/workflows/agentic-labeler.lock.yml`
- Regenerated via `gh aw compile`. Diff is frontmatter-hash + heredoc
rotations only — no semantic change to the compiled config.

## Validation
- Reviewed all 21 existing eval scenarios in `tests/eval.yaml` — none
assert multiple `area-*` labels, so no test updates needed.
- The `max: 10` cap in `safe-outputs` is preserved as a blast-radius
safeguard (one area + several platforms still fit comfortably).

## Follow-ups (not in this PR)
If accuracy of the "one area" rule drops below ~95% in eval runs,
consider adding a deterministic post-step that strips extra `area-*`
labels per a known precedence list (Option B from the design
discussion).

Co-authored-by: bot <bot@test>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
devanathan-vaithiyanathan pushed a commit to devanathan-vaithiyanathan/maui that referenced this pull request Jun 5, 2026
<!-- Please let the below note in for people that find this PR -->
> [!NOTE]
> Are you waiting for the changes in this PR to be merged?
> It would be very helpful if you could [test the resulting
artifacts](https://github.com/dotnet/maui/wiki/Testing-PR-Builds) from
this PR and let us know in a comment if this change resolves your issue.
Thank you!

## What
Restrict the agentic-labeler to apply **exactly one `area-*` label** per
item, while still allowing multiple `platform/*` labels.

## Why
Backfilling the 26 items affected by the `max:1` bug (fixed in dotnet#35540)
revealed that the labeler occasionally applies multiple `area-*` labels
for ambiguous cases:

- **dotnet#35501** got both `area-layout` and `area-safearea`
- **dotnet#35490** got both `area-navigation` and `area-controls-tabbedpage`

The intended behavior is exactly one best-fit `area-*` per item (a
label-quota distinction not expressible via
`safe-outputs.add-labels.max:` — that field counts total labels, not
labels per prefix). The fix has to live in the agent's instructions.

## Changes

### `.github/skills/agentic-labeler/SKILL.md`
- Scope section: "Exactly one `area-*`" / "One or more `platform/*`".
- Area rules section: renamed heading, changed "pick one or more" →
"apply exactly one".
- New **tie-breaking heuristics** for the area-* selection:
- Specific control beats generic area (`area-controls-tabbedpage` over
`area-navigation`)
  - Sub-area beats parent area (`area-safearea` over `area-layout`)
  - Subject-matter focus beats incidental touch
  - When genuinely tied, prefer the user-visible feature
- Mixed-PR rule clarified: infra-primary PRs get only
`area-infrastructure` (no second product area).

### `.github/workflows/agentic-labeler.md`
- Added explicit reinforcement in the workflow prompt: "Apply exactly
one `area-*` label … and one or more `platform/*` labels".
- Fixed two stale `max: 1` comments left over from dotnet#35540 (the cap is
now `max: 10`).

### `.github/workflows/agentic-labeler.lock.yml`
- Regenerated via `gh aw compile`. Diff is frontmatter-hash + heredoc
rotations only — no semantic change to the compiled config.

## Validation
- Reviewed all 21 existing eval scenarios in `tests/eval.yaml` — none
assert multiple `area-*` labels, so no test updates needed.
- The `max: 10` cap in `safe-outputs` is preserved as a blast-radius
safeguard (one area + several platforms still fit comfortably).

## Follow-ups (not in this PR)
If accuracy of the "one area" rule drops below ~95% in eval runs,
consider adding a deterministic post-step that strips extra `area-*`
labels per a known precedence list (Option B from the design
discussion).

Co-authored-by: bot <bot@test>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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