test(dotnet-test): pin fixture SDK for P0 reliability skills (writing-mstest-tests, detect-static-dependencies) by Evangelink · Pull Request #907 · dotnet/skills

Evangelink · 2026-07-16T13:30:33Z

Summary

Addresses the two P0 FIX-RELIABILITY items in #899 from the dotnet-test cross-family skill evaluation:

writing-mstest-tests — 2 errored trials
detect-static-dependencies — 1 errored trial

Per the InvestigatingResults guide, I downloaded the eval artifacts from run 29228914412 and captured the actual stderr of every errored trial before changing anything.

Root cause (what the stderr actually showed)

All three "errored" trials are judge-side infrastructure failures — not fixture nondeterminism:

Skill	Family	Scenario	Error
detect-static-dependencies	haiku	Verify structured report…	`Comparison judge failed: CAPIError: 400 This organization has been disabled`
writing-mstest-tests	haiku	Write async tests with cancellation	`Comparison judge failed: Timeout after 120000ms waiting for session.idle`
writing-mstest-tests	sonnet46	Use comparison assertions for boundary testing	`Comparison judge failed: Timeout after 120000ms waiting for session.idle`

Evidence the executor setup is already sound:

42/42 opus trials for both skills completed successfully.
detect-static-dependencies never builds (0/30 trials ran dotnet build/test) — it is a pure source scan.
writing-mstest-tests ran dotnet test in 19/75 trials with no SDK-not-found or NuGet errors.
The Use comparison assertions scenario that timed out has reject_tools: [bash] and no fixtures at all — it cannot be a fixture/SDK problem.

The eval.vally.yaml schema exposes only config.timeout (executor); there is no per-eval judge timeout/retry knob, and the judge token pool is infra managed by validate-pat-pool.yml. So the report's generic "pin SDK/tool versions" prescription does not match these specific errors.

What this PR changes (defense-in-depth determinism insurance)

Even though pinning wouldn't have prevented these judge-side flakes, the fixtures previously floated on the runner's ambient SDK (no global.json), unlike reliable siblings such as mtp-hot-reload and run-tests. This PR closes that gap:

Adds a pinned global.json (rollForward: latestMajor) co-located with every buildable fixture:
- writing-mstest: legacy-antipatterns (net8), modern-mstest (net9), service-registry (net9)
- detect-static: static-heavy-project, lambda-statics-project, obj-exclusion-project (net10)
Wires the pin into the flat-copy build-capable scenarios in both eval.vally.yaml and eval.yaml (whole-./fixtures and whole-folder copies auto-inherit it).

rollForward: latestMajor guarantees the pin never causes an "SDK not found" failure. Verified locally: all fixtures resolve their SDK cleanly with the pins in place.

No skill content was changed — this is strictly reliability/determinism.

The real fix (tracked separately)

The observed errors are judge-side and belong in the harness, not the fixtures — tracked in #909:

Retry the comparison judge on transient failures (CAPIError 4xx, session.idle timeout).
Add a token-pool pre-flight to drop disabled/throttled COPILOT_PAT entries before a run.

Refs #899. Follow-up: #909.

…-tests and detect-static-dependencies P0 reliability hardening for the cross-family eval (#899). Adds a pinned global.json (rollForward: latestMajor) to every buildable fixture in both skills and wires it into the flat-copy scenarios so the executor arm no longer floats on the runner's ambient SDK. Note: the 3 errored trials in run 29228914412 were judge-side infra failures (CAPIError 400 'organization disabled' + 120s judge session.idle timeout), not fixture nondeterminism. These pins are defense-in-depth; the real fix (judge-error retry / token-pool pre-flight) is a harness follow-up. Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: 5474f870-6be7-4b24-a5e1-a6e1e6de4ace

github-actions · 2026-07-16T13:31:10Z

Skill Coverage Report

	Plugin	Skill	Covered	Coverage
✅	`dotnet-test`	`detect-static-dependencies`	15/15	100%
✅	`dotnet-test`	`writing-mstest-tests`	45/45	100%

Copilot

Pull request overview

This PR improves reliability for dotnet-test skill evaluations by pinning a global.json (with rollForward: latestMajor) into buildable fixtures and ensuring evaluation scenarios copy it into the working directory.

Changes:

Added global.json pins to multiple buildable fixture folders for writing-mstest-tests and detect-static-dependencies.
Updated writing-mstest-tests eval.yaml and eval.vally.yaml scenarios to include global.json in the scratch environment for build-capable scenarios.

Show a summary per file

File	Description
tests/dotnet-test/writing-mstest-tests/fixtures/service-registry/global.json	Adds an SDK pin for the `service-registry` fixture.
tests/dotnet-test/writing-mstest-tests/fixtures/modern-mstest/global.json	Adds an SDK pin for the `modern-mstest` fixture.
tests/dotnet-test/writing-mstest-tests/fixtures/legacy-antipatterns/global.json	Adds an SDK pin for the `legacy-antipatterns` fixture.
tests/dotnet-test/writing-mstest-tests/eval.yaml	Copies `global.json` into relevant scenarios (one scenario currently embeds it inline).
tests/dotnet-test/writing-mstest-tests/eval.vally.yaml	Copies `global.json` into relevant Vally scenarios.
tests/dotnet-test/detect-static-dependencies/fixtures/static-heavy-project/global.json	Adds an SDK pin for the fixture.
tests/dotnet-test/detect-static-dependencies/fixtures/obj-exclusion-project/global.json	Adds an SDK pin for the fixture.
tests/dotnet-test/detect-static-dependencies/fixtures/lambda-statics-project/global.json	Adds an SDK pin for the fixture.

Copilot's findings

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Files reviewed: 8/8 changed files
Comments generated: 1

…tead of inline pin Addresses PR review: the base eval.yaml scenario embedded global.json inline while the same pin exists at fixtures/service-registry/global.json, creating two sources of truth that could drift between the vally and skill-validator evals. Point the setup file at the fixture so the SDK pin has one source. Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: 5474f870-6be7-4b24-a5e1-a6e1e6de4ace

Copilot

Copilot's findings

Files reviewed: 8/8 changed files
Comments generated: 0 new

Evangelink · 2026-07-16T13:55:53Z

/evaluate

github-actions · 2026-07-16T14:21:28Z

Skill Validation Results

Skill	Scenario	Quality	Skills Loaded	Overfit	Verdict
detect-static-dependencies	Identify static dependencies in a multi-class project	4.3/5 → 4.3/5	✅ detect-static-dependencies; tools: skill, glob	✅ 0.08	✅ [1]
detect-static-dependencies	Detect time-related statics and recommend TimeProvider	5.0/5 → 4.7/5 🔴	✅ detect-static-dependencies; tools: skill, glob / ✅ detect-static-dependencies; tools: skill	✅ 0.08	❌ [2]
detect-static-dependencies	Decline scan for non-C# project	4.3/5 → 5.0/5 🟢	✅ detect-static-dependencies; tools: skill / ℹ️ not activated (expected)	✅ 0.08	❌ [3]
detect-static-dependencies	Verify structured report includes file count, categories, and top patterns	5.0/5 → 5.0/5	✅ detect-static-dependencies; tools: skill, glob	✅ 0.08	❌ [4]
detect-static-dependencies	Exclude obj and bin directories from the scan	5.0/5 → 5.0/5	✅ detect-static-dependencies; tools: skill, glob	✅ 0.08	❌ [5]
detect-static-dependencies	Detect statics inside lambda expressions and LINQ queries	4.0/5 → 3.7/5 🔴	✅ detect-static-dependencies; tools: skill, glob	✅ 0.08	❌ [6]
writing-mstest-tests	Write unit tests for a service class	3.7/5 → 4.0/5 🟢	✅ writing-mstest-tests; tools: skill, glob / ✅ writing-mstest-tests; tools: skill	🟡 0.40	❌ [7]
writing-mstest-tests	Write data-driven tests for a calculator	2.7/5 → 3.7/5 🟢	✅ writing-mstest-tests; tools: skill	🟡 0.40	✅ [8]
writing-mstest-tests	Write async tests with cancellation	3.0/5 → 5.0/5 🟢	✅ writing-mstest-tests; tools: skill / ✅ writing-mstest-tests; tools: report_intent, skill	🟡 0.40	✅
writing-mstest-tests	Fix swapped Assert.AreEqual arguments	3.0/5 → 4.3/5 🟢	✅ writing-mstest-tests; tools: report_intent, skill / ⚠️ NOT ACTIVATED	🟡 0.40	❌ [9]
writing-mstest-tests	Modernize legacy test patterns	4.3/5 → 4.3/5	✅ writing-mstest-tests; tools: skill	🟡 0.40	❌ [10]
writing-mstest-tests	Replace ExpectedException with Assert.Throws	2.7/5 → 3.0/5 🟢	⚠️ NOT ACTIVATED	🟡 0.40	✅ [11]
writing-mstest-tests	Use proper collection assertions	3.0/5 → 5.0/5 🟢	✅ writing-mstest-tests; tools: skill	🟡 0.40	✅ [12]
writing-mstest-tests	Use proper type assertions instead of casts	3.3/5 → 2.7/5 🔴	⚠️ NOT ACTIVATED	🟡 0.40	❌ [13]
writing-mstest-tests	Set up test lifecycle correctly	2.3/5 → 4.0/5 🟢	✅ writing-mstest-tests; tools: skill, glob, create, bash, edit, report_intent / ✅ writing-mstest-tests; tools: skill, report_intent	🟡 0.40	✅ [14]
writing-mstest-tests	Use DynamicData with ValueTuples over object arrays	3.0/5 → 5.0/5 🟢	✅ writing-mstest-tests; tools: skill / ⚠️ NOT ACTIVATED	🟡 0.40	❌ [15]
writing-mstest-tests	Use string assertions for format validation	4.0/5 → 4.3/5 🟢	✅ writing-mstest-tests; tools: skill	🟡 0.40	✅ [16]
writing-mstest-tests	Use comparison assertions for boundary testing	2.7/5 → 4.7/5 🟢	✅ writing-mstest-tests; tools: skill / ✅ writing-mstest-tests; tools: skill, report_intent	🟡 0.40	✅
writing-mstest-tests	Write tests with collection, null, and reference assertions	3.3/5 → 3.3/5	✅ writing-mstest-tests; tools: skill	🟡 0.40	✅
writing-mstest-tests	Configure conditional execution, retry, and cleanup	2.3/5 → 5.0/5 🟢	✅ writing-mstest-tests; tools: skill / ✅ writing-mstest-tests; tools: report_intent, skill	🟡 0.40	✅
writing-mstest-tests	Configure test parallelization and MSTest.Sdk project	3.0/5 → 5.0/5 🟢	✅ writing-mstest-tests; tools: skill	🟡 0.40	✅

[1] ⚠️ High run-to-run variance (CV=130%) — consider re-running with --runs 5
[2] ⚠️ High run-to-run variance (CV=73%) — consider re-running with --runs 5
[3] ⚠️ High run-to-run variance (CV=749%) — consider re-running with --runs 5. (Plugin) Quality unchanged but weighted score is -4.0% due to: quality, tokens (38734 → 52554), time (18.9s → 24.5s)
[4] (Isolated) Quality unchanged but weighted score is -15.4% due to: completion (✓ → ✗), tokens (56288 → 79837), time (55.2s → 75.6s), tool calls (8 → 10)
[5] ⚠️ High run-to-run variance (CV=207%) — consider re-running with --runs 5
[6] ⚠️ High run-to-run variance (CV=791%) — consider re-running with --runs 5. (Plugin) Quality unchanged but weighted score is -6.8% due to: tokens (52291 → 98347), time (21.5s → 35.1s)
[7] ⚠️ High run-to-run variance (CV=1304%) — consider re-running with --runs 5. (Isolated) Quality improved but weighted score is -7.3% due to: judgment
[8] ⚠️ High run-to-run variance (CV=98%) — consider re-running with --runs 5
[9] ⚠️ High run-to-run variance (CV=72%) — consider re-running with --runs 5. (Plugin) Quality unchanged but weighted score is -1.6% due to: tokens (12916 → 17681)
[10] ⚠️ High run-to-run variance (CV=144%) — consider re-running with --runs 5. (Isolated) Quality unchanged but weighted score is -23.3% due to: judgment, quality, tokens (169281 → 214080)
[11] ⚠️ High run-to-run variance (CV=100%) — consider re-running with --runs 5
[12] ⚠️ High run-to-run variance (CV=61%) — consider re-running with --runs 5
[13] ⚠️ High run-to-run variance (CV=138%) — consider re-running with --runs 5
[14] ⚠️ High run-to-run variance (CV=68%) — consider re-running with --runs 5
[15] ⚠️ High run-to-run variance (CV=85%) — consider re-running with --runs 5. (Plugin) Quality unchanged but weighted score is -12.8% due to: judgment, tokens (12929 → 17480)
[16] ⚠️ High run-to-run variance (CV=55%) — consider re-running with --runs 5

Model: claude-opus-4.6 | Judge: claude-opus-4.6

🔍 Full Results - additional metrics and failure investigation steps

To investigate failures, paste this to your AI coding agent:

For PR 907 in dotnet/skills, download eval artifacts with gh run download 29504559036 --repo dotnet/skills --pattern "skill-validator-results-*" --dir ./eval-results, then fetch https://raw.githubusercontent.com/dotnet/skills/6db3862b6c5c65ce081bc81edbba3393b3549aa1/eng/skill-validator/src/docs/InvestigatingResults.md and follow it to analyze the results.json files. Diagnose each failure, suggest fixes to the eval.yaml and skill content, and tell me what to fix first.

▶ Sessions Visualisation -- interactive replay of all evaluation sessions
📊 Session Analytics (preview) -- aggregated metrics across evaluation sessions

…k-imperatives Fixes skill activation for 4 scenarios where eager models answered the passive advice-question prompts inline without invoking the skill (misses concentrated on weaker models). Reframes 'Is there a better...?' / 'How should I...?' into directive tasks ('Review and fix...', 'Modernize...', 'Rewrite...') so the request clearly warrants the skill, matching its review/fix/modernize triggers. Scenarios: Fix swapped Assert.AreEqual arguments, Replace ExpectedException with Assert.Throws, Use proper type assertions instead of casts, Use DynamicData with ValueTuples over object arrays. Code blocks, graders, and rubrics unchanged. Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com> Copilot-Session: 5474f870-6be7-4b24-a5e1-a6e1e6de4ace

Copilot

Copilot's findings

Files reviewed: 8/8 changed files
Comments generated: 0 new

github-actions · 2026-07-16T15:24:24Z

Skill Validation Results

Skill	Scenario	Quality	Skills Loaded	Overfit	Verdict
detect-static-dependencies	Identify static dependencies in a multi-class project	5.0/5 → 5.0/5	✅ detect-static-dependencies; tools: skill / ✅ detect-static-dependencies; tools: skill, glob	✅ 0.10	❌ [1]
detect-static-dependencies	Detect time-related statics and recommend TimeProvider	4.0/5 → 4.0/5	✅ detect-static-dependencies; tools: skill, glob	✅ 0.10	❌ [2]
detect-static-dependencies	Decline scan for non-C# project	4.7/5 → 5.0/5 🟢	✅ detect-static-dependencies; tools: skill, glob / ℹ️ not activated (expected)	✅ 0.10	❌ [3]
detect-static-dependencies	Verify structured report includes file count, categories, and top patterns	4.7/5 → 5.0/5 🟢	✅ detect-static-dependencies; tools: skill, glob / ✅ detect-static-dependencies; tools: skill	✅ 0.10	✅ [4]
detect-static-dependencies	Exclude obj and bin directories from the scan	5.0/5 → 5.0/5	✅ detect-static-dependencies; tools: skill, glob	✅ 0.10	❌ [5]
detect-static-dependencies	Detect statics inside lambda expressions and LINQ queries	4.0/5 → 4.0/5	✅ detect-static-dependencies; tools: skill / ✅ detect-static-dependencies; tools: skill, glob	✅ 0.10	❌ [6]
writing-mstest-tests	Write unit tests for a service class	3.0/5 → 3.3/5 🟢	✅ writing-mstest-tests; tools: skill, glob, report_intent, view, create	🟡 0.31	❌ [7]
writing-mstest-tests	Write data-driven tests for a calculator	1.7/5 → 3.7/5 🟢	✅ writing-mstest-tests; tools: report_intent, skill	🟡 0.31	✅ [8]
writing-mstest-tests	Write async tests with cancellation	3.0/5 → 5.0/5 🟢	✅ writing-mstest-tests; tools: skill / ✅ writing-mstest-tests; tools: report_intent, skill	🟡 0.31	✅
writing-mstest-tests	Fix swapped Assert.AreEqual arguments	3.3/5 → 3.3/5	✅ writing-mstest-tests; tools: skill, report_intent / ⚠️ NOT ACTIVATED	🟡 0.31	❌ [9]
writing-mstest-tests	Modernize legacy test patterns	4.0/5 → 5.0/5 🟢	✅ writing-mstest-tests; tools: skill / ⚠️ NOT ACTIVATED	🟡 0.31	✅ [10]
writing-mstest-tests	Replace ExpectedException with Assert.Throws	3.3/5 → 3.3/5	✅ writing-mstest-tests; tools: skill / ⚠️ NOT ACTIVATED	🟡 0.31	❌ [11]
writing-mstest-tests	Use proper collection assertions	3.0/5 → 4.0/5 🟢	✅ writing-mstest-tests; tools: skill / ✅ writing-mstest-tests; tools: report_intent, skill	🟡 0.31	✅
writing-mstest-tests	Use proper type assertions instead of casts	4.0/5 → 3.3/5 🔴	✅ writing-mstest-tests; tools: skill / ✅ writing-mstest-tests; tools: report_intent, skill	🟡 0.31	❌ [12]
writing-mstest-tests	Set up test lifecycle correctly	2.0/5 → 4.3/5 🟢	✅ writing-mstest-tests; tools: report_intent, skill	🟡 0.31	✅
writing-mstest-tests	Use DynamicData with ValueTuples over object arrays	3.0/5 → 3.0/5	✅ writing-mstest-tests; tools: report_intent, skill	🟡 0.31	❌ [13]
writing-mstest-tests	Use string assertions for format validation	3.7/5 → 4.0/5 🟢	✅ writing-mstest-tests; tools: skill, bash, edit, view	🟡 0.31	❌ [14]
writing-mstest-tests	Use comparison assertions for boundary testing	2.7/5 → 4.0/5 🟢	✅ writing-mstest-tests; tools: skill / ✅ writing-mstest-tests; tools: report_intent, skill	🟡 0.31	✅
writing-mstest-tests	Write tests with collection, null, and reference assertions	3.7/5 → 3.0/5 🔴	✅ writing-mstest-tests; tools: glob, skill	🟡 0.31	✅
writing-mstest-tests	Configure conditional execution, retry, and cleanup	3.0/5 → 5.0/5 🟢	✅ writing-mstest-tests; tools: report_intent, skill	🟡 0.31	✅
writing-mstest-tests	Configure test parallelization and MSTest.Sdk project	3.0/5 → 5.0/5 🟢	✅ writing-mstest-tests; tools: skill	🟡 0.31	✅

[1] ⚠️ High run-to-run variance (CV=96%) — consider re-running with --runs 5. (Plugin) Quality unchanged but weighted score is -2.2% due to: tokens (54170 → 92892)
[2] (Plugin) Quality unchanged but weighted score is -10.4% due to: tokens (36341 → 100479), tool calls (5 → 10), time (26.3s → 46.3s), quality
[3] (Plugin) Quality unchanged but weighted score is -8.7% due to: quality, tokens (38571 → 65360), time (23.2s → 31.4s), tool calls (4 → 5)
[4] ⚠️ High run-to-run variance (CV=142%) — consider re-running with --runs 5
[5] ⚠️ High run-to-run variance (CV=54%) — consider re-running with --runs 5. (Plugin) Quality unchanged but weighted score is -3.9% due to: tokens (52621 → 94326)
[6] ⚠️ High run-to-run variance (CV=70%) — consider re-running with --runs 5. (Isolated) Quality unchanged but weighted score is -27.9% due to: quality, judgment, tokens (52269 → 75342), tool calls (5 → 7), time (22.4s → 28.9s)
[7] ⚠️ High run-to-run variance (CV=3075%) — consider re-running with --runs 5. (Isolated) Quality improved but weighted score is -6.8% due to: judgment, quality
[8] ⚠️ High run-to-run variance (CV=128%) — consider re-running with --runs 5
[9] ⚠️ High run-to-run variance (CV=165%) — consider re-running with --runs 5
[10] ⚠️ High run-to-run variance (CV=189%) — consider re-running with --runs 5
[11] ⚠️ High run-to-run variance (CV=700%) — consider re-running with --runs 5. (Isolated) Quality unchanged but weighted score is -2.2% due to: tokens (25140 → 30841), time (10.0s → 14.4s)
[12] ⚠️ High run-to-run variance (CV=64%) — consider re-running with --runs 5
[13] ⚠️ High run-to-run variance (CV=1123%) — consider re-running with --runs 5. (Plugin) Quality unchanged but weighted score is -4.2% due to: tokens (12899 → 40025), tool calls (0 → 2), time (10.2s → 13.2s)
[14] ⚠️ High run-to-run variance (CV=83%) — consider re-running with --runs 5. (Isolated) Quality improved but weighted score is -6.0% due to: judgment

Model: claude-opus-4.6 | Judge: claude-opus-4.6

🔍 Full Results - additional metrics and failure investigation steps

To investigate failures, paste this to your AI coding agent:

For PR 907 in dotnet/skills, download eval artifacts with gh run download 29509131231 --repo dotnet/skills --pattern "skill-validator-results-*" --dir ./eval-results, then fetch https://raw.githubusercontent.com/dotnet/skills/17d0e206c4d2fe3d88561eaa3ae71de5feea0339/eng/skill-validator/src/docs/InvestigatingResults.md and follow it to analyze the results.json files. Diagnose each failure, suggest fixes to the eval.yaml and skill content, and tell me what to fix first.

▶ Sessions Visualisation -- interactive replay of all evaluation sessions
📊 Session Analytics (preview) -- aggregated metrics across evaluation sessions

github-actions · 2026-07-16T15:49:42Z

✅ Evaluation passed for 17d0e20. cc @dotnet/dotnet-testing — please review.

Copilot AI review requested due to automatic review settings July 16, 2026 13:30

Copilot started reviewing on behalf of Evangelink July 16, 2026 13:31 View session

This was referenced Jul 16, 2026

[skills-eval] Judge-side transient failures (disabled PAT + session.idle timeout) corrupt reliability verdicts #908

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[skills-eval] Judge-side transient failures (disabled PAT + session.idle timeout) corrupt reliability verdicts #909

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Comment thread tests/dotnet-test/writing-mstest-tests/eval.yaml Outdated

Evangelink enabled auto-merge (squash) July 16, 2026 13:41

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github-actions Bot added the pr-state/ready-for-eval PR is mergeable and awaiting evaluation label Jul 16, 2026

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github-actions Bot added waiting-on-review PR state label and removed pr-state/ready-for-eval PR is mergeable and awaiting evaluation labels Jul 16, 2026

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Evangelink merged commit a9fc55a into main Jul 16, 2026
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Evangelink deleted the dev/amauryleve/p0-reliability-eval-fixes branch July 16, 2026 16:00

This was referenced Jul 30, 2026

Close the remaining dotnet-test eval follow-ups (#899) #971

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[skills-eval] dotnet-test: 14 skills, 37% pass — 1 P0, 1 P1, 6 to strengthen, 6 keep #899

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test(dotnet-test): pin fixture SDK for P0 reliability skills (writing-mstest-tests, detect-static-dependencies) - #907

test(dotnet-test): pin fixture SDK for P0 reliability skills (writing-mstest-tests, detect-static-dependencies)#907
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Evangelink commented Jul 16, 2026 •

edited

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