Skill Quality Report — 2026-05-12

[github-actions[bot]]

Skill Quality Report — 2026-05-12

341 skills and 219 agents scanned.

Severity	Count
⛔ Errors	374
⚠️ Warnings	321
ℹ️ Advisories	0

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Note: Detailed output is posted in the comments below (too large for the discussion body).

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Generated by the Skill Validator nightly scan.

[github-actions[bot]]

Skills (part 1)

Found 341 skill(s)
[react18-lifecycle-patterns] 📊 react18-lifecycle-patterns: 768 BPE tokens [chars/4: 910] (detailed ✓), 7 sections, 1 code blocks
[react18-lifecycle-patterns]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[gtm-board-and-investor-communication] 📊 gtm-board-and-investor-communication: 4,318 BPE tokens [chars/4: 4,657] (standard ~), 17 sections, 2 code blocks
[gtm-board-and-investor-communication]    ⚠  Skill is 4,318 BPE tokens (chars/4 estimate: 4,657) — approaching "comprehensive" range where gains diminish.
[qdrant-search-quality] 📊 qdrant-search-quality: 303 BPE tokens [chars/4: 336] (compact ✓), 3 sections, 0 code blocks
[qdrant-search-quality]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[qdrant-search-quality]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[repo-story-time] 📊 repo-story-time: 1,464 BPE tokens [chars/4: 1,669] (detailed ✓), 27 sections, 2 code blocks
[scoutqa-test] 📊 scoutqa-test: 3,056 BPE tokens [chars/4: 3,472] (standard ~), 24 sections, 19 code blocks
[scoutqa-test]    ⚠  Skill is 3,056 BPE tokens (chars/4 estimate: 3,472) — approaching "comprehensive" range where gains diminish.
[first-ask] 📊 first-ask: 326 BPE tokens [chars/4: 394] (compact ✓), 1 sections, 0 code blocks
[first-ask]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[my-issues] 📊 my-issues: 79 BPE tokens [chars/4: 85] (compact ✓), 0 sections, 0 code blocks
[my-issues]    ⚠  Skill is only 79 BPE tokens (chars/4 estimate: 85) — may be too sparse to provide actionable guidance.
[my-issues]    ⚠  No section headers — agents navigate structured documents better.
[my-issues]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[my-issues]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[onboard-context-matic] 📊 onboard-context-matic: 3,136 BPE tokens [chars/4: 3,361] (standard ~), 13 sections, 12 code blocks
[onboard-context-matic]    ⚠  Skill is 3,136 BPE tokens (chars/4 estimate: 3,361) — approaching "comprehensive" range where gains diminish.
[microsoft-docs] 📊 microsoft-docs: 1,362 BPE tokens [chars/4: 1,418] (detailed ✓), 14 sections, 2 code blocks
[typespec-api-operations] 📊 typespec-api-operations: 2,327 BPE tokens [chars/4: 2,287] (detailed ✓), 35 sections, 16 code blocks
[typespec-api-operations]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[sandbox-npm-install] 📊 sandbox-npm-install: 875 BPE tokens [chars/4: 951] (detailed ✓), 11 sections, 2 code blocks
[gsap-framer-scroll-animation] 📊 gsap-framer-scroll-animation: 1,631 BPE tokens [chars/4: 1,592] (detailed ✓), 17 sections, 9 code blocks
[qdrant-model-migration] 📊 qdrant-model-migration: 1,157 BPE tokens [chars/4: 1,379] (detailed ✓), 7 sections, 0 code blocks
[qdrant-model-migration]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[qdrant-model-migration]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[remember] 📊 remember: 1,381 BPE tokens [chars/4: 1,632] (detailed ✓), 13 sections, 1 code blocks
[structured-autonomy-implement] 📊 structured-autonomy-implement: 209 BPE tokens [chars/4: 272] (compact ✓), 0 sections, 0 code blocks
[structured-autonomy-implement]    ⚠  No section headers — agents navigate structured documents better.
[structured-autonomy-implement]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[structured-autonomy-implement]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[arize-trace] 📊 arize-trace: 5,873 BPE tokens [chars/4: 5,831] (comprehensive ✗), 43 sections, 10 code blocks
[arize-trace]    ⚠  Skill is 5,873 BPE tokens (chars/4 estimate: 5,831) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[geofeed-tuner] 📊 geofeed-tuner: 11,662 BPE tokens [chars/4: 12,215] (comprehensive ✗), 35 sections, 15 code blocks
�[31m❌ [geofeed-tuner] File reference './run/data/report-data.json' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [geofeed-tuner] File reference 'assets/example/01-user-input-rfc8805-feed.csv' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [geofeed-tuner] File reference './run/data/comments.json' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [geofeed-tuner] File reference './run/data/report-data.json' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [geofeed-tuner] File reference './run/data/mcp-server-payload.json' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [geofeed-tuner] File reference './run/data/mcp-server-payload.json' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [geofeed-tuner] File reference './run/data/report-data.json' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [geofeed-tuner] File reference './run/data/report-data.json' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
[geofeed-tuner]    ⚠  Skill is 11,662 BPE tokens (chars/4 estimate: 12,215) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[azure-deployment-preflight] 📊 azure-deployment-preflight: 1,759 BPE tokens [chars/4: 1,870] (detailed ✓), 19 sections, 6 code blocks
[refactor] 📊 refactor: 4,264 BPE tokens [chars/4: 4,211] (standard ~), 62 sections, 16 code blocks
[refactor]    ⚠  Skill is 4,264 BPE tokens (chars/4 estimate: 4,211) — approaching "comprehensive" range where gains diminish.
[java-add-graalvm-native-image-support] 📊 java-add-graalvm-native-image-support: 2,964 BPE tokens [chars/4: 3,228] (standard ~), 21 sections, 33 code blocks
[java-add-graalvm-native-image-support]    ⚠  Skill is 2,964 BPE tokens (chars/4 estimate: 3,228) — approaching "comprehensive" range where gains diminish.
[kotlin-springboot] 📊 kotlin-springboot: 956 BPE tokens [chars/4: 1,102] (detailed ✓), 10 sections, 1 code blocks
[kotlin-springboot]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[flowstudio-power-automate-debug] 📊 flowstudio-power-automate-debug: 4,677 BPE tokens [chars/4: 4,671] (standard ~), 68 sections, 16 code blocks
[flowstudio-power-automate-debug]    ⚠  Skill is 4,677 BPE tokens (chars/4 estimate: 4,671) — approaching "comprehensive" range where gains diminish.
[create-github-issues-for-unmet-specification-requirements] 📊 create-github-issues-for-unmet-specification-requirements: 233 BPE tokens [chars/4: 319] (compact ✓), 5 sections, 0 code blocks
[create-github-issues-for-unmet-specification-requirements]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[conventional-commit] 📊 conventional-commit: 599 BPE tokens [chars/4: 662] (detailed ✓), 6 sections, 6 code blocks
[update-implementation-plan] 📊 update-implementation-plan: 1,400 BPE tokens [chars/4: 1,595] (detailed ✓), 22 sections, 1 code blocks
[update-implementation-plan]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[fabric-lakehouse] 📊 fabric-lakehouse: 1,243 BPE tokens [chars/4: 1,525] (detailed ✓), 21 sections, 0 code blocks
[fabric-lakehouse]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[fabric-lakehouse]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[migrating-oracle-to-postgres-stored-procedures] 📊 migrating-oracle-to-postgres-stored-procedures: 493 BPE tokens [chars/4: 576] (detailed ✓), 2 sections, 1 code blocks
[migrating-oracle-to-postgres-stored-procedures]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[appinsights-instrumentation] 📊 appinsights-instrumentation: 547 BPE tokens [chars/4: 616] (detailed ✓), 9 sections, 0 code blocks
[appinsights-instrumentation]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[appinsights-instrumentation]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[vscode-ext-localization] 📊 vscode-ext-localization: 294 BPE tokens [chars/4: 369] (compact ✓), 3 sections, 0 code blocks
[vscode-ext-localization]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[plantuml-ascii] 📊 plantuml-ascii: 1,612 BPE tokens [chars/4: 1,489] (detailed ✓), 36 sections, 15 code blocks
[model-recommendation] 📊 model-recommendation: 6,398 BPE tokens [chars/4: 6,299] (comprehensive ✗), 59 sections, 11 code blocks
[model-recommendation]    ⚠  Skill is 6,398 BPE tokens (chars/4 estimate: 6,299) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[data-breach-blast-radius] 📊 data-breach-blast-radius: 3,249 BPE tokens [chars/4: 3,551] (standard ~), 14 sections, 3 code blocks
[data-breach-blast-radius]    ⚠  Skill is 3,249 BPE tokens (chars/4 estimate: 3,551) — approaching "comprehensive" range where gains diminish.
[arize-prompt-optimization] 📊 arize-prompt-optimization: 4,451 BPE tokens [chars/4: 4,762] (standard ~), 58 sections, 19 code blocks
[arize-prompt-optimization]    ⚠  Skill is 4,451 BPE tokens (chars/4 estimate: 4,762) — approaching "comprehensive" range where gains diminish.
[gdpr-compliant] 📊 gdpr-compliant: 2,725 BPE tokens [chars/4: 2,968] (standard ~), 23 sections, 0 code blocks
[gdpr-compliant]    ⚠  Skill is 2,725 BPE tokens (chars/4 estimate: 2,968) — approaching "comprehensive" range where gains diminish.
[gdpr-compliant]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[gdpr-compliant]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[game-engine] 📊 game-engine: 1,433 BPE tokens [chars/4: 1,581] (detailed ✓), 16 sections, 0 code blocks
[game-engine]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[napkin] 📊 napkin: 1,649 BPE tokens [chars/4: 1,784] (detailed ✓), 12 sections, 4 code blocks
[exam-ready] 📊 exam-ready: 952 BPE tokens [chars/4: 983] (detailed ✓), 9 sections, 0 code blocks
[exam-ready]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[memory-merger] 📊 memory-merger: 924 BPE tokens [chars/4: 972] (detailed ✓), 12 sections, 3 code blocks
[power-apps-code-app-scaffold] 📊 power-apps-code-app-scaffold: 1,424 BPE tokens [chars/4: 1,786] (detailed ✓), 18 sections, 2 code blocks
[secret-scanning] 📊 secret-scanning: 2,073 BPE tokens [chars/4: 2,387] (detailed ✓), 30 sections, 4 code blocks
[mvvm-toolkit-messenger] 📊 mvvm-toolkit-messenger: 1,946 BPE tokens [chars/4: 2,214] (detailed ✓), 17 sections, 14 code blocks
[csharp-nunit] 📊 csharp-nunit: 636 BPE tokens [chars/4: 711] (detailed ✓), 8 sections, 0 code blocks
[csharp-nunit]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[csharp-nunit]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[drawio] 📊 drawio: 920 BPE tokens [chars/4: 805] (detailed ✓), 13 sections, 3 code blocks
[mcp-security-audit] 📊 mcp-security-audit: 2,264 BPE tokens [chars/4: 2,211] (detailed ✓), 9 sections, 11 code blocks
[mcp-security-audit]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[qdrant-scaling] 📊 qdrant-scaling: 399 BPE tokens [chars/4: 467] (compact ✓), 5 sections, 0 code blocks
[qdrant-scaling]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[qdrant-scaling]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[power-platform-mcp-connector-suite] 📊 power-platform-mcp-connector-suite: 1,348 BPE tokens [chars/4: 1,590] (detailed ✓), 19 sections, 1 code blocks
[power-platform-mcp-connector-suite]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[breakdown-epic-arch] 📊 breakdown-epic-arch: 601 BPE tokens [chars/4: 712] (detailed ✓), 12 sections, 0 code blocks
[breakdown-epic-arch]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[breakdown-epic-arch]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[cli-mastery] 📊 cli-mastery: 535 BPE tokens [chars/4: 517] (detailed ✓), 3 sections, 1 code blocks
[cli-mastery]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[csharp-xunit] 📊 csharp-xunit: 599 BPE tokens [chars/4: 677] (detailed ✓), 8 sections, 0 code blocks
[csharp-xunit]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[csharp-xunit]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[java-mcp-server-generator] 📊 java-mcp-server-generator: 4,637 BPE tokens [chars/4: 5,506] (standard ~), 28 sections, 19 code blocks
[java-mcp-server-generator]    ⚠  Skill is 4,637 BPE tokens (chars/4 estimate: 5,506) — approaching "comprehensive" range where gains diminish.
[creating-oracle-to-postgres-migration-bug-report] 📊 creating-oracle-to-postgres-migration-bug-report: 473 BPE tokens [chars/4: 567] (detailed ✓), 6 sections, 0 code blocks
[creating-oracle-to-postgres-migration-bug-report]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[creating-oracle-to-postgres-migration-bug-report]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[editorconfig] 📊 editorconfig: 877 BPE tokens [chars/4: 1,040] (detailed ✓), 8 sections, 1 code blocks
[github-copilot-starter] 📊 github-copilot-starter: 3,527 BPE tokens [chars/4: 3,860] (standard ~), 26 sections, 13 code blocks
[github-copilot-starter]    ⚠  Skill is 3,527 BPE tokens (chars/4 estimate: 3,860) — approaching "comprehensive" range where gains diminish.
[azure-role-selector] 📊 azure-role-selector: 198 BPE tokens [chars/4: 246] (compact ✓), 0 sections, 0 code blocks
[azure-role-selector]    ⚠  Skill is only 198 BPE tokens (chars/4 estimate: 246) — may be too sparse to provide actionable guidance.
[azure-role-selector]    ⚠  No section headers — agents navigate structured documents better.
[azure-role-selector]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[azure-role-selector]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[dotnet-best-practices] 📊 dotnet-best-practices: 602 BPE tokens [chars/4: 808] (detailed ✓), 12 sections, 0 code blocks
[dotnet-best-practices]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[dotnet-best-practices]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[flowstudio-power-automate-governance] 📊 flowstudio-power-automate-governance: 3,350 BPE tokens [chars/4: 3,579] (standard ~), 17 sections, 11 code blocks
[flowstudio-power-automate-governance]    ⚠  Skill is 3,350 BPE tokens (chars/4 estimate: 3,579) — approaching "comprehensive" range where gains diminish.
[update-markdown-file-index] 📊 update-markdown-file-index: 573 BPE tokens [chars/4: 664] (detailed ✓), 11 sections, 1 code blocks
�[31m❌ [update-markdown-file-index] File reference 'path/to/filename.ext' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [update-markdown-file-index] File reference 'path/to/filename2.ext' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [update-markdown-file-index] File reference 'path/to/filename.ext' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [update-markdown-file-index] File reference 'path/to/filename2.ext' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
[csharp-mstest] 📊 csharp-mstest: 3,249 BPE tokens [chars/4: 3,458] (standard ~), 31 sections, 22 code blocks
[csharp-mstest]    ⚠  Skill is 3,249 BPE tokens (chars/4 estimate: 3,458) — approaching "comprehensive" range where gains diminish.
[daily-prep] 📊 daily-prep: 2,157 BPE tokens [chars/4: 2,129] (detailed ✓), 16 sections, 0 code blocks
[daily-prep]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[react19-source-patterns] 📊 react19-source-patterns: 462 BPE tokens [chars/4: 489] (detailed ✓), 4 sections, 1 code blocks
[react19-source-patterns]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[email-drafter] 📊 email-drafter: 1,013 BPE tokens [chars/4: 1,142] (detailed ✓), 10 sections, 0 code blocks
[email-drafter]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[update-avm-modules-in-bicep] 📊 update-avm-modules-in-bicep: 591 BPE tokens [chars/4: 564] (detailed ✓), 8 sections, 1 code blocks
[refactor-plan] 📊 refactor-plan: 520 BPE tokens [chars/4: 573] (detailed ✓), 14 sections, 1 code blocks
[centos-linux-triage] 📊 centos-linux-triage: 230 BPE tokens [chars/4: 240] (compact ✓), 4 sections, 0 code blocks
[centos-linux-triage]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[web-coder] 📊 web-coder: 4,784 BPE tokens [chars/4: 5,245] (standard ~), 47 sections, 10 code blocks
[web-coder]    ⚠  Skill is 4,784 BPE tokens (chars/4 estimate: 5,245) — approaching "comprehensive" range where gains diminish.
[web-design-reviewer] 📊 web-design-reviewer: 2,454 BPE tokens [chars/4: 2,610] (detailed ✓), 50 sections, 7 code blocks
[sponsor-finder] 📊 sponsor-finder: 3,085 BPE tokens [chars/4: 2,991] (standard ~), 25 sections, 6 code blocks
[sponsor-finder]    ⚠  Skill is 3,085 BPE tokens (chars/4 estimate: 2,991) — approaching "comprehensive" range where gains diminish.
[breakdown-feature-prd] 📊 breakdown-feature-prd: 557 BPE tokens [chars/4: 620] (detailed ✓), 13 sections, 0 code blocks
[breakdown-feature-prd]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[breakdown-feature-prd]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[shuffle-json-data] 📊 shuffle-json-data: 945 BPE tokens [chars/4: 1,119] (detailed ✓), 14 sections, 4 code blocks
[sql-code-review] 📊 sql-code-review: 2,112 BPE tokens [chars/4: 2,220] (detailed ✓), 36 sections, 15 code blocks
[dotnet-upgrade] 📊 dotnet-upgrade: 1,354 BPE tokens [chars/4: 1,768] (detailed ✓), 1 sections, 0 code blocks
[dotnet-upgrade]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[dotnet-upgrade]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[structured-autonomy-generate] 📊 structured-autonomy-generate: 921 BPE tokens [chars/4: 1,033] (detailed ✓), 10 sections, 3 code blocks
[azure-pricing] 📊 azure-pricing: 2,315 BPE tokens [chars/4: 2,371] (detailed ✓), 23 sections, 4 code blocks
[mvvm-toolkit] 📊 mvvm-toolkit: 2,553 BPE tokens [chars/4: 2,696] (standard ~), 14 sections, 9 code blocks
[mvvm-toolkit]    ⚠  Skill is 2,553 BPE tokens (chars/4 estimate: 2,696) — approaching "comprehensive" range where gains diminish.
[create-github-pull-request-from-specification] 📊 create-github-pull-request-from-specification: 331 BPE tokens [chars/4: 406] (compact ✓), 3 sections, 0 code blocks
[create-github-pull-request-from-specification]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[github-issues] 📊 github-issues: 1,951 BPE tokens [chars/4: 2,035] (detailed ✓), 22 sections, 6 code blocks
[copilot-usage-metrics] 📊 copilot-usage-metrics: 535 BPE tokens [chars/4: 609] (detailed ✓), 8 sections, 0 code blocks
[copilot-usage-metrics]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[from-the-other-side-vega] 📊 from-the-other-side-vega: 820 BPE tokens [chars/4: 894] (detailed ✓), 9 sections, 0 code blocks
[from-the-other-side-vega]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[from-the-other-side-vega]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[python-mcp-server-generator] 📊 python-mcp-server-generator: 871 BPE tokens [chars/4: 990] (detailed ✓), 13 sections, 0 code blocks
[python-mcp-server-generator]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[create-implementation-plan] 📊 create-implementation-plan: 1,390 BPE tokens [chars/4: 1,575] (detailed ✓), 22 sections, 1 code blocks
[create-implementation-plan]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[qdrant-deployment-options] 📊 qdrant-deployment-options: 676 BPE tokens [chars/4: 775] (detailed ✓), 6 sections, 0 code blocks
[qdrant-deployment-options]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[qdrant-deployment-options]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[csharp-tunit] 📊 csharp-tunit: 1,164 BPE tokens [chars/4: 1,287] (detailed ✓), 10 sections, 0 code blocks
[csharp-tunit]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[csharp-tunit]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[swift-mcp-server-generator] 📊 swift-mcp-server-generator: 3,781 BPE tokens [chars/4: 4,374] (standard ~), 30 sections, 18 code blocks
[swift-mcp-server-generator]    ⚠  Skill is 3,781 BPE tokens (chars/4 estimate: 4,374) — approaching "comprehensive" range where gains diminish.
[powerbi-modeling] 📊 powerbi-modeling: 1,264 BPE tokens [chars/4: 1,495] (detailed ✓), 16 sections, 4 code blocks
[react18-dep-compatibility] 📊 react18-dep-compatibility: 1,388 BPE tokens [chars/4: 1,124] (detailed ✓), 10 sections, 1 code blocks
[react18-dep-compatibility]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[breakdown-epic-pm] 📊 breakdown-epic-pm: 509 BPE tokens [chars/4: 575] (detailed ✓), 13 sections, 0 code blocks
[breakdown-epic-pm]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[breakdown-epic-pm]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[x-twitter-scraper] 📊 x-twitter-scraper: 834 BPE tokens [chars/4: 993] (detailed ✓), 8 sections, 0 code blocks
[x-twitter-scraper]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[adobe-illustrator-scripting] 📊 adobe-illustrator-scripting: 5,832 BPE tokens [chars/4: 5,794] (comprehensive ✗), 64 sections, 26 code blocks
[adobe-illustrator-scripting]    ⚠  Skill is 5,832 BPE tokens (chars/4 estimate: 5,794) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[adobe-illustrator-scripting]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[eval-driven-dev] 📊 eval-driven-dev: 3,877 BPE tokens [chars/4: 4,434] (standard ~), 16 sections, 1 code blocks
[eval-driven-dev]    ⚠  Skill is 3,877 BPE tokens (chars/4 estimate: 4,434) — approaching "comprehensive" range where gains diminish.
[eval-driven-dev]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[workiq-copilot] 📊 workiq-copilot: 1,174 BPE tokens [chars/4: 1,361] (detailed ✓), 12 sections, 0 code blocks
[workiq-copilot]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[cosmosdb-datamodeling] 📊 cosmosdb-datamodeling: 10,181 BPE tokens [chars/4: 11,867] (comprehensive ✗), 71 sections, 19 code blocks
[cosmosdb-datamodeling]    ⚠  Skill is 10,181 BPE tokens (chars/4 estimate: 11,867) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[git-commit] 📊 git-commit: 747 BPE tokens [chars/4: 800] (detailed ✓), 22 sections, 5 code blocks
[git-commit]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[arize-instrumentation] 📊 arize-instrumentation: 4,935 BPE tokens [chars/4: 5,061] (standard ~), 19 sections, 3 code blocks
[arize-instrumentation]    ⚠  Skill is 4,935 BPE tokens (chars/4 estimate: 5,061) — approaching "comprehensive" range where gains diminish.
[penpot-uiux-design] 📊 penpot-uiux-design: 3,063 BPE tokens [chars/4: 3,026] (standard ~), 33 sections, 6 code blocks
[penpot-uiux-design]    ⚠  Skill is 3,063 BPE tokens (chars/4 estimate: 3,026) — approaching "comprehensive" range where gains diminish.
[linkedin-post-formatter] 📊 linkedin-post-formatter: 1,531 BPE tokens [chars/4: 1,411] (detailed ✓), 15 sections, 4 code blocks
[breakdown-plan] 📊 breakdown-plan: 3,504 BPE tokens [chars/4: 3,763] (standard ~), 68 sections, 9 code blocks
[breakdown-plan]    ⚠  Skill is 3,504 BPE tokens (chars/4 estimate: 3,763) — approaching "comprehensive" range where gains diminish.
[copilot-sdk] 📊 copilot-sdk: 5,749 BPE tokens [chars/4: 6,042] (comprehensive ✗), 63 sections, 41 code blocks
[copilot-sdk]    ⚠  Skill is 5,749 BPE tokens (chars/4 estimate: 6,042) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[import-infrastructure-as-code] 📊 import-infrastructure-as-code: 4,135 BPE tokens [chars/4: 4,680] (standard ~), 30 sections, 11 code blocks
[import-infrastructure-as-code]    ⚠  Skill is 4,135 BPE tokens (chars/4 estimate: 4,680) — approaching "comprehensive" range where gains diminish.
[create-tldr-page] 📊 create-tldr-page: 1,546 BPE tokens [chars/4: 1,583] (detailed ✓), 19 sections, 8 code blocks
[mini-context-graph] 📊 mini-context-graph: 1,896 BPE tokens [chars/4: 2,001] (detailed ✓), 25 sections, 2 code blocks
[gtm-developer-ecosystem] 📊 gtm-developer-ecosystem: 2,071 BPE tokens [chars/4: 2,310] (detailed ✓), 15 sections, 2 code blocks
[winmd-api-search] 📊 winmd-api-search: 2,086 BPE tokens [chars/4: 2,177] (detailed ✓), 21 sections, 4 code blocks
[az-cost-optimize] 📊 az-cost-optimize: 2,956 BPE tokens [chars/4: 3,218] (standard ~), 12 sections, 7 code blocks
[az-cost-optimize]    ⚠  Skill is 2,956 BPE tokens (chars/4 estimate: 3,218) — approaching "comprehensive" range where gains diminish.
[refactor-method-complexity-reduce] 📊 refactor-method-complexity-reduce: 932 BPE tokens [chars/4: 1,108] (detailed ✓), 7 sections, 0 code blocks
[refactor-method-complexity-reduce]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[mkdocs-translations] 📊 mkdocs-translations: 946 BPE tokens [chars/4: 1,073] (detailed ✓), 10 sections, 0 code blocks
[mkdocs-translations]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[mkdocs-translations]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[boost-prompt] 📊 boost-prompt: 287 BPE tokens [chars/4: 353] (compact ✓), 0 sections, 1 code blocks
[boost-prompt]    ⚠  No section headers — agents navigate structured documents better.
[boost-prompt]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[unit-test-vue-pinia] 📊 unit-test-vue-pinia: 1,588 BPE tokens [chars/4: 1,777] (detailed ✓), 17 sections, 8 code blocks
[creating-oracle-to-postgres-master-migration-plan] 📊 creating-oracle-to-postgres-master-migration-plan: 755 BPE tokens [chars/4: 790] (detailed ✓), 6 sections, 2 code blocks
[playwright-generate-test] 📊 playwright-generate-test: 178 BPE tokens [chars/4: 220] (compact ✓), 2 sections, 0 code blocks
[playwright-generate-test]    ⚠  Skill is only 178 BPE tokens (chars/4 estimate: 220) — may be too sparse to provide actionable guidance.
[playwright-generate-test]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[playwright-generate-test]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[suggest-awesome-github-copilot-instructions] 📊 suggest-awesome-github-copilot-instructions: 1,499 BPE tokens [chars/4: 1,904] (detailed ✓), 11 sections, 1 code blocks
[my-pull-requests] 📊 my-pull-requests: 121 BPE tokens [chars/4: 140] (compact ✓), 0 sections, 0 code blocks
[my-pull-requests]    ⚠  Skill is only 121 BPE tokens (chars/4 estimate: 140) — may be too sparse to provide actionable guidance.
[my-pull-requests]    ⚠  No section headers — agents navigate structured documents better.
[my-pull-requests]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[my-pull-requests]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[bigquery-pipeline-audit] 📊 bigquery-pipeline-audit: 1,224 BPE tokens [chars/4: 1,251] (detailed ✓), 8 sections, 0 code blocks
[bigquery-pipeline-audit]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[mcp-cli] 📊 mcp-cli: 626 BPE tokens [chars/4: 633] (detailed ✓), 16 sections, 1 code blocks
[power-bi-report-design-consultation] 📊 power-bi-report-design-consultation: 2,357 BPE tokens [chars/4: 2,723] (detailed ✓), 22 sections, 13 code blocks
[readme-blueprint-generator] 📊 readme-blueprint-generator: 563 BPE tokens [chars/4: 729] (detailed ✓), 12 sections, 0 code blocks
[readme-blueprint-generator]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[fluentui-blazor] 📊 fluentui-blazor: 1,762 BPE tokens [chars/4: 1,872] (detailed ✓), 13 sections, 13 code blocks
[sql-optimization] 📊 sql-optimization: 2,212 BPE tokens [chars/4: 2,298] (detailed ✓), 28 sections, 14 code blocks
[aspire] 📊 aspire: 2,386 BPE tokens [chars/4: 2,335] (detailed ✓), 20 sections, 3 code blocks
[terraform-azurerm-set-diff-analyzer] 📊 terraform-azurerm-set-diff-analyzer: 489 BPE tokens [chars/4: 547] (detailed ✓), 9 sections, 1 code blocks
[terraform-azurerm-set-diff-analyzer]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[python-pypi-package-builder] 📊 python-pypi-package-builder: 4,857 BPE tokens [chars/4: 4,610] (standard ~), 38 sections, 13 code blocks
[python-pypi-package-builder]    ⚠  Skill is 4,857 BPE tokens (chars/4 estimate: 4,610) — approaching "comprehensive" range where gains diminish.
[create-spring-boot-kotlin-project] 📊 create-spring-boot-kotlin-project: 1,013 BPE tokens [chars/4: 1,045] (detailed ✓), 11 sections, 11 code blocks
[create-spring-boot-kotlin-project]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[resemble-detect] 📊 resemble-detect: 3,553 BPE tokens [chars/4: 4,084] (standard ~), 24 sections, 1 code blocks
[resemble-detect]    ⚠  Skill is 3,553 BPE tokens (chars/4 estimate: 4,084) — approaching "comprehensive" range where gains diminish.
[md-to-docx] 📊 md-to-docx: 676 BPE tokens [chars/4: 688] (detailed ✓), 9 sections, 3 code blocks
[md-to-docx]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[azure-smart-city-iot-solution-builder] 📊 azure-smart-city-iot-solution-builder: 1,118 BPE tokens [chars/4: 1,336] (detailed ✓), 16 sections, 0 code blocks
[azure-smart-city-iot-solution-builder]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[gtm-positioning-strategy] 📊 gtm-positioning-strategy: 3,189 BPE tokens [chars/4: 3,545] (standard ~), 16 sections, 3 code blocks
[gtm-positioning-strategy]    ⚠  Skill is 3,189 BPE tokens (chars/4 estimate: 3,545) — approaching "comprehensive" range where gains diminish.
[commit-message-storyteller] 📊 commit-message-storyteller: 1,178 BPE tokens [chars/4: 1,289] (detailed ✓), 14 sections, 3 code blocks
[react18-batching-patterns] 📊 react18-batching-patterns: 561 BPE tokens [chars/4: 621] (detailed ✓), 4 sections, 1 code blocks
[react18-batching-patterns]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[typespec-create-agent] 📊 typespec-create-agent: 672 BPE tokens [chars/4: 737] (detailed ✓), 5 sections, 1 code blocks
[threat-model-analyst] 📊 threat-model-analyst: 1,266 BPE tokens [chars/4: 1,463] (detailed ✓), 7 sections, 0 code blocks
�[31m❌ [threat-model-analyst] File reference './references/skeletons/' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
[threat-model-analyst]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[threat-model-analyst]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[copilot-cli-quickstart] 📊 copilot-cli-quickstart: 7,782 BPE tokens [chars/4: 7,225] (comprehensive ✗), 40 sections, 28 code blocks
[copilot-cli-quickstart]    ⚠  Skill is 7,782 BPE tokens (chars/4 estimate: 7,225) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[tldr-prompt] 📊 tldr-prompt: 2,900 BPE tokens [chars/4: 3,066] (standard ~), 27 sections, 11 code blocks
[tldr-prompt]    ⚠  Skill is 2,900 BPE tokens (chars/4 estimate: 3,066) — approaching "comprehensive" range where gains diminish.
[devops-rollout-plan] 📊 devops-rollout-plan: 845 BPE tokens [chars/4: 999] (detailed ✓), 19 sections, 0 code blocks
[devops-rollout-plan]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[devops-rollout-plan]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[dataverse-python-advanced-patterns] 📊 dataverse-python-advanced-patterns: 242 BPE tokens [chars/4: 291] (compact ✓), 0 sections, 0 code blocks
[dataverse-python-advanced-patterns]    ⚠  No section headers — agents navigate structured documents better.
[dataverse-python-advanced-patterns]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[containerize-aspnetcore] 📊 containerize-aspnetcore: 3,726 BPE tokens [chars/4: 3,988] (standard ~), 100 sections, 6 code blocks
[containerize-aspnetcore]    ⚠  Skill is 3,726 BPE tokens (chars/4 estimate: 3,988) — approaching "comprehensive" range where gains diminish.
[snowflake-semanticview] 📊 snowflake-semanticview: 932 BPE tokens [chars/4: 1,103] (detailed ✓), 8 sections, 4 code blocks
[roundup-setup] 📊 roundup-setup: 3,202 BPE tokens [chars/4: 3,669] (standard ~), 18 sections, 1 code blocks
[roundup-setup]    ⚠  Skill is 3,202 BPE tokens (chars/4 estimate: 3,669) — approaching "comprehensive" range where gains diminish.
[markdown-to-html] 📊 markdown-to-html: 6,711 BPE tokens [chars/4: 6,151] (comprehensive ✗), 100 sections, 50 code blocks
[markdown-to-html]    ⚠  Skill is 6,711 BPE tokens (chars/4 estimate: 6,151) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[markdown-to-html]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[comment-code-generate-a-tutorial] 📊 comment-code-generate-a-tutorial: 287 BPE tokens [chars/4: 348] (compact ✓), 0 sections, 0 code blocks
[comment-code-generate-a-tutorial]    ⚠  No section headers — agents navigate structured documents better.
[comment-code-generate-a-tutorial]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[react-audit-grep-patterns] 📊 react-audit-grep-patterns: 475 BPE tokens [chars/4: 461] (detailed ✓), 13 sections, 1 code blocks
[react-audit-grep-patterns]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[javascript-typescript-jest] 📊 javascript-typescript-jest: 501 BPE tokens [chars/4: 559] (detailed ✓), 6 sections, 0 code blocks
[javascript-typescript-jest]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[javascript-typescript-jest]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[gtm-enterprise-onboarding] 📊 gtm-enterprise-onboarding: 3,378 BPE tokens [chars/4: 3,574] (standard ~), 15 sections, 3 code blocks
[gtm-enterprise-onboarding]    ⚠  Skill is 3,378 BPE tokens (chars/4 estimate: 3,574) — approaching "comprehensive" range where gains diminish.
[agent-supply-chain] 📊 agent-supply-chain: 2,515 BPE tokens [chars/4: 2,677] (standard ~), 13 sections, 8 code blocks
[agent-supply-chain]    ⚠  Skill is 2,515 BPE tokens (chars/4 estimate: 2,677) — approaching "comprehensive" range where gains diminish.
[agent-supply-chain]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[declarative-agents] 📊 declarative-agents: 925 BPE tokens [chars/4: 1,178] (detailed ✓), 10 sections, 2 code blocks
[gtm-partnership-architecture] 📊 gtm-partnership-architecture: 3,513 BPE tokens [chars/4: 3,957] (standard ~), 17 sections, 4 code blocks
[gtm-partnership-architecture]    ⚠  Skill is 3,513 BPE tokens (chars/4 estimate: 3,957) — approaching "comprehensive" range where gains diminish.
[batch-files] 📊 batch-files: 4,639 BPE tokens [chars/4: 4,310] (standard ~), 47 sections, 22 code blocks
[batch-files]    ⚠  Skill is 4,639 BPE tokens (chars/4 estimate: 4,310) — approaching "comprehensive" range where gains diminish.
[dotnet-timezone] 📊 dotnet-timezone: 840 BPE tokens [chars/4: 976] (detailed ✓), 8 sections, 2 code blocks
[eyeball] 📊 eyeball: 1,486 BPE tokens [chars/4: 1,637] (detailed ✓), 13 sections, 11 code blocks
[debian-linux-triage] 📊 debian-linux-triage: 223 BPE tokens [chars/4: 240] (compact ✓), 4 sections, 0 code blocks
[debian-linux-triage]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[gtm-enterprise-account-planning] 📊 gtm-enterprise-account-planning: 3,625 BPE tokens [chars/4: 3,912] (standard ~), 16 sections, 3 code blocks
[gtm-enterprise-account-planning]    ⚠  Skill is 3,625 BPE tokens (chars/4 estimate: 3,912) — approaching "comprehensive" range where gains diminish.
[arize-annotation] 📊 arize-annotation: 2,517 BPE tokens [chars/4: 2,689] (standard ~), 27 sections, 15 code blocks
[arize-annotation]    ⚠  Skill is 2,517 BPE tokens (chars/4 estimate: 2,689) — approaching "comprehensive" range where gains diminish.
[arize-annotation]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[folder-structure-blueprint-generator] 📊 folder-structure-blueprint-generator: 2,927 BPE tokens [chars/4: 3,470] (standard ~), 14 sections, 0 code blocks
[folder-structure-blueprint-generator]    ⚠  Skill is 2,927 BPE tokens (chars/4 estimate: 3,470) — approaching "comprehensive" range where gains diminish.
[folder-structure-blueprint-generator]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[folder-structure-blueprint-generator]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[premium-frontend-ui] 📊 premium-frontend-ui: 1,480 BPE tokens [chars/4: 1,797] (detailed ✓), 15 sections, 0 code blocks
[premium-frontend-ui]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[flowstudio-power-automate-build] 📊 flowstudio-power-automate-build: 4,667 BPE tokens [chars/4: 4,925] (standard ~), 34 sections, 18 code blocks
[flowstudio-power-automate-build]    ⚠  Skill is 4,667 BPE tokens (chars/4 estimate: 4,925) — approaching "comprehensive" range where gains diminish.
[java-springboot] 📊 java-springboot: 855 BPE tokens [chars/4: 1,034] (detailed ✓), 10 sections, 0 code blocks
[java-springboot]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[java-springboot]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[finnish-humanizer] 📊 finnish-humanizer: 2,637 BPE tokens [chars/4: 1,734] (standard ~), 11 sections, 0 code blocks
[finnish-humanizer]    ⚠  Skill is 2,637 BPE tokens (chars/4 estimate: 1,734) — approaching "comprehensive" range where gains diminish.
[finnish-humanizer]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[webapp-testing] 📊 webapp-testing: 802 BPE tokens [chars/4: 954] (detailed ✓), 19 sections, 7 code blocks
[phoenix-tracing] 📊 phoenix-tracing: 1,488 BPE tokens [chars/4: 1,690] (detailed ✓), 17 sections, 1 code blocks
[finalize-agent-prompt] 📊 finalize-agent-prompt: 185 BPE tokens [chars/4: 224] (compact ✓), 4 sections, 0 code blocks
[finalize-agent-prompt]    ⚠  Skill is only 185 BPE tokens (chars/4 estimate: 224) — may be too sparse to provide actionable guidance.
[finalize-agent-prompt]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[creating-oracle-to-postgres-migration-integration-tests] 📊 creating-oracle-to-postgres-migration-integration-tests: 605 BPE tokens [chars/4: 760] (detailed ✓), 4 sections, 1 code blocks
[creating-oracle-to-postgres-migration-integration-tests]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[automate-this] 📊 automate-this: 2,869 BPE tokens [chars/4: 3,107] (standard ~), 16 sections, 8 code blocks
[automate-this]    ⚠  Skill is 2,869 BPE tokens (chars/4 estimate: 3,107) — approaching "comprehensive" range where gains diminish.
[dataverse-python-quickstart] 📊 dataverse-python-quickstart: 133 BPE tokens [chars/4: 163] (compact ✓), 0 sections, 0 code blocks
[dataverse-python-quickstart]    ⚠  Skill is only 133 BPE tokens (chars/4 estimate: 163) — may be too sparse to provide actionable guidance.
[dataverse-python-quickstart]    ⚠  No section headers — agents navigate structured documents better.
[dataverse-python-quickstart]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[dataverse-python-quickstart]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[vardoger-analyze] 📊 vardoger-analyze: 1,315 BPE tokens [chars/4: 1,408] (detailed ✓), 14 sections, 6 code blocks
[foundry-agent-sync] 📊 foundry-agent-sync: 2,082 BPE tokens [chars/4: 2,100] (detailed ✓), 19 sections, 6 code blocks
[react19-concurrent-patterns] 📊 react19-concurrent-patterns: 681 BPE tokens [chars/4: 722] (detailed ✓), 9 sections, 5 code blocks
[typescript-mcp-server-generator] 📊 typescript-mcp-server-generator: 759 BPE tokens [chars/4: 925] (detailed ✓), 12 sections, 0 code blocks
[typescript-mcp-server-generator]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[agentic-eval] 📊 agentic-eval: 1,358 BPE tokens [chars/4: 1,466] (detailed ✓), 16 sections, 8 code blocks
[agentic-eval]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[next-intl-add-language] 📊 next-intl-add-language: 177 BPE tokens [chars/4: 188] (compact ✓), 0 sections, 0 code blocks
[next-intl-add-language]    ⚠  Skill is only 177 BPE tokens (chars/4 estimate: 188) — may be too sparse to provide actionable guidance.
[next-intl-add-language]    ⚠  No section headers — agents navigate structured documents better.
[next-intl-add-language]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[next-intl-add-language]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[ai-ready] 📊 ai-ready: 521 BPE tokens [chars/4: 516] (detailed ✓), 2 sections, 3 code blocks
[performance-review-writer] 📊 performance-review-writer: 1,963 BPE tokens [chars/4: 2,190] (detailed ✓), 36 sections, 3 code blocks
[code-tour] 📊 code-tour: 5,620 BPE tokens [chars/4: 5,617] (comprehensive ✗), 28 sections, 5 code blocks
[code-tour]    ⚠  Skill is 5,620 BPE tokens (chars/4 estimate: 5,617) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[react18-enzyme-to-rtl] 📊 react18-enzyme-to-rtl: 870 BPE tokens [chars/4: 917] (detailed ✓), 6 sections, 3 code blocks
[kotlin-mcp-server-generator] 📊 kotlin-mcp-server-generator: 2,456 BPE tokens [chars/4: 2,672] (detailed ✓), 29 sections, 13 code blocks
[integrate-context-matic] 📊 integrate-context-matic: 1,496 BPE tokens [chars/4: 1,574] (detailed ✓), 12 sections, 0 code blocks
[integrate-context-matic]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[integrate-context-matic]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[create-github-action-workflow-specification] 📊 create-github-action-workflow-specification: 1,790 BPE tokens [chars/4: 1,915] (detailed ✓), 47 sections, 6 code blocks
[vscode-ext-commands] 📊 vscode-ext-commands: 323 BPE tokens [chars/4: 387] (compact ✓), 3 sections, 0 code blocks
[vscode-ext-commands]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[vscode-ext-commands]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[project-workflow-analysis-blueprint-generator] 📊 project-workflow-analysis-blueprint-generator: 2,236 BPE tokens [chars/4: 2,719] (detailed ✓), 20 sections, 18 code blocks
[project-workflow-analysis-blueprint-generator]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[mvvm-toolkit-di] 📊 mvvm-toolkit-di: 1,998 BPE tokens [chars/4: 2,339] (detailed ✓), 13 sections, 10 code blocks
[power-bi-dax-optimization] 📊 power-bi-dax-optimization: 1,114 BPE tokens [chars/4: 1,390] (detailed ✓), 18 sections, 6 code blocks
[create-agentsmd] 📊 create-agentsmd: 1,651 BPE tokens [chars/4: 1,964] (detailed ✓), 36 sections, 2 code blocks
[create-spring-boot-java-project] 📊 create-spring-boot-java-project: 1,092 BPE tokens [chars/4: 1,138] (detailed ✓), 17 sections, 11 code blocks
[create-spring-boot-java-project]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[quasi-coder] 📊 quasi-coder: 3,116 BPE tokens [chars/4: 3,907] (standard ~), 37 sections, 11 code blocks
[quasi-coder]    ⚠  Skill is 3,116 BPE tokens (chars/4 estimate: 3,907) — approaching "comprehensive" range where gains diminish.
[freecad-scripts] 📊 freecad-scripts: 5,659 BPE tokens [chars/4: 5,330] (comprehensive ✗), 92 sections, 19 code blocks
[freecad-scripts]    ⚠  Skill is 5,659 BPE tokens (chars/4 estimate: 5,330) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[create-github-issues-feature-from-implementation-plan] 📊 create-github-issues-feature-from-implementation-plan: 191 BPE tokens [chars/4: 237] (compact ✓), 4 sections, 0 code blocks
[create-github-issues-feature-from-implementation-plan]    ⚠  Skill is only 191 BPE tokens (chars/4 estimate: 237) — may be too sparse to provide actionable guidance.
[create-github-issues-feature-from-implementation-plan]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[gen-specs-as-issues] 📊 gen-specs-as-issues: 1,163 BPE tokens [chars/4: 1,467] (detailed ✓), 17 sections, 0 code blocks
[gen-specs-as-issues]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[java-docs] 📊 java-docs: 316 BPE tokens [chars/4: 360] (compact ✓), 1 sections, 0 code blocks
[java-docs]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[java-docs]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[salesforce-flow-design] 📊 salesforce-flow-design: 1,491 BPE tokens [chars/4: 1,740] (detailed ✓), 15 sections, 5 code blocks
[salesforce-flow-design]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[brag-sheet] 📊 brag-sheet: 2,922 BPE tokens [chars/4: 2,959] (standard ~), 30 sections, 6 code blocks
[brag-sheet]    ⚠  Skill is 2,922 BPE tokens (chars/4 estimate: 2,959) — approaching "comprehensive" range where gains diminish.
[azure-resource-visualizer] 📊 azure-resource-visualizer: 2,173 BPE tokens [chars/4: 2,428] (detailed ✓), 17 sections, 1 code blocks
[excalidraw-diagram-generator] 📊 excalidraw-diagram-generator: 5,862 BPE tokens [chars/4: 5,926] (comprehensive ✗), 43 sections, 22 code blocks
[excalidraw-diagram-generator]    ⚠  Skill is 5,862 BPE tokens (chars/4 estimate: 5,926) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[update-specification] 📊 update-specification: 1,175 BPE tokens [chars/4: 1,404] (detailed ✓), 20 sections, 2 code blocks
�[31m❌ [update-specification] File reference '/spec/' uses an absolute (repo-rooted) path — references must be relative to the skill directory.�[0m
[update-specification]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[scaffolding-oracle-to-postgres-migration-test-project] 📊 scaffolding-oracle-to-postgres-migration-test-project: 527 BPE tokens [chars/4: 632] (detailed ✓), 3 sections, 1 code blocks
[scaffolding-oracle-to-postgres-migration-test-project]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[react18-legacy-context] 📊 react18-legacy-context: 561 BPE tokens [chars/4: 620] (detailed ✓), 8 sections, 2 code blocks
[typespec-create-api-plugin] 📊 typespec-create-api-plugin: 979 BPE tokens [chars/4: 1,013] (detailed ✓), 11 sections, 9 code blocks
[winapp-cli] 📊 winapp-cli: 2,044 BPE tokens [chars/4: 1,915] (detailed ✓), 8 sections, 7 code blocks
[python-azure-iot-edge-modules] 📊 python-azure-iot-edge-modules: 847 BPE tokens [chars/4: 1,045] (detailed ✓), 16 sections, 0 code blocks
[python-azure-iot-edge-modules]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[mcp-create-adaptive-cards] 📊 mcp-create-adaptive-cards: 2,949 BPE tokens [chars/4: 3,136] (standard ~), 33 sections, 22 code blocks
[mcp-create-adaptive-cards]    ⚠  Skill is 2,949 BPE tokens (chars/4 estimate: 3,136) — approaching "comprehensive" range where gains diminish.
[gh-cli] 📊 gh-cli: 10,349 BPE tokens [chars/4: 9,754] (comprehensive ✗), 588 sections, 93 code blocks
[gh-cli]    ⚠  Skill is 10,349 BPE tokens (chars/4 estimate: 9,754) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[draw-io-diagram-generator] 📊 draw-io-diagram-generator: 5,377 BPE tokens [chars/4: 4,884] (comprehensive ✗), 33 sections, 12 code blocks
[draw-io-diagram-generator]    ⚠  Skill is 5,377 BPE tokens (chars/4 estimate: 4,884) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[multi-stage-dockerfile] 📊 multi-stage-dockerfile: 443 BPE tokens [chars/4: 577] (detailed ✓), 5 sections, 0 code blocks
[multi-stage-dockerfile]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[multi-stage-dockerfile]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[qdrant-performance-optimization] 📊 qdrant-performance-optimization: 366 BPE tokens [chars/4: 461] (compact ✓), 4 sections, 0 code blocks
[qdrant-performance-optimization]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[qdrant-performance-optimization]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[write-coding-standards-from-file] 📊 write-coding-standards-from-file: 3,602 BPE tokens [chars/4: 3,845] (standard ~), 30 sections, 7 code blocks
[write-coding-standards-from-file]    ⚠  Skill is 3,602 BPE tokens (chars/4 estimate: 3,845) — approaching "comprehensive" range where gains diminish.
[write-coding-standards-from-file]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[java-refactoring-extract-method] 📊 java-refactoring-extract-method: 786 BPE tokens [chars/4: 873] (detailed ✓), 8 sections, 5 code blocks
[java-refactoring-extract-method]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[copilot-instructions-blueprint-generator] 📊 copilot-instructions-blueprint-generator: 2,981 BPE tokens [chars/4: 3,696] (standard ~), 19 sections, 1 code blocks
[copilot-instructions-blueprint-generator]    ⚠  Skill is 2,981 BPE tokens (chars/4 estimate: 3,696) — approaching "comprehensive" range where gains diminish.
[impediment-prioritization] 📊 impediment-prioritization: 2,249 BPE tokens [chars/4: 2,256] (detailed ✓), 11 sections, 2 code blocks
[go-mcp-server-generator] 📊 go-mcp-server-generator: 1,740 BPE tokens [chars/4: 1,759] (detailed ✓), 21 sections, 8 code blocks
[publish-to-pages] 📊 publish-to-pages: 1,127 BPE tokens [chars/4: 1,133] (detailed ✓), 16 sections, 5 code blocks
[cloud-design-patterns] 📊 cloud-design-patterns: 890 BPE tokens [chars/4: 1,139] (detailed ✓), 5 sections, 0 code blocks
[cloud-design-patterns]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[cloud-design-patterns]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[structured-autonomy-plan] 📊 structured-autonomy-plan: 677 BPE tokens [chars/4: 759] (detailed ✓), 9 sections, 1 code blocks
[javax-to-jakarta-migration] 📊 javax-to-jakarta-migration: 665 BPE tokens [chars/4: 626] (detailed ✓), 9 sections, 2 code blocks
[arize-ai-provider-integration] 📊 arize-ai-provider-integration: 2,632 BPE tokens [chars/4: 2,548] (standard ~), 29 sections, 16 code blocks
[arize-ai-provider-integration]    ⚠  Skill is 2,632 BPE tokens (chars/4 estimate: 2,548) — approaching "comprehensive" range where gains diminish.
[arize-ai-provider-integration]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[ruff-recursive-fix] 📊 ruff-recursive-fix: 1,470 BPE tokens [chars/4: 1,549] (detailed ✓), 20 sections, 6 code blocks
[minecraft-plugin-development] 📊 minecraft-plugin-development: 2,589 BPE tokens [chars/4: 3,187] (standard ~), 22 sections, 3 code blocks
[minecraft-plugin-development]    ⚠  Skill is 2,589 BPE tokens (chars/4 estimate: 3,187) — approaching "comprehensive" range where gains diminish.
[documentation-writer] 📊 documentation-writer: 554 BPE tokens [chars/4: 686] (detailed ✓), 5 sections, 0 code blocks
[documentation-writer]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[pr-dashboard] 📊 pr-dashboard: 589 BPE tokens [chars/4: 524] (detailed ✓), 5 sections, 1 code blocks
[pr-dashboard]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[add-educational-comments] 📊 add-educational-comments: 1,346 BPE tokens [chars/4: 1,556] (detailed ✓), 17 sections, 2 code blocks
[transloadit-media-processing] 📊 transloadit-media-processing: 1,366 BPE tokens [chars/4: 1,281] (detailed ✓), 14 sections, 8 code blocks
[transloadit-media-processing]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[microsoft-code-reference] 📊 microsoft-code-reference: 966 BPE tokens [chars/4: 1,047] (detailed ✓), 13 sections, 3 code blocks
[ruby-mcp-server-generator] 📊 ruby-mcp-server-generator: 3,459 BPE tokens [chars/4: 3,631] (standard ~), 37 sections, 24 code blocks
[ruby-mcp-server-generator]    ⚠  Skill is 3,459 BPE tokens (chars/4 estimate: 3,631) — approaching "comprehensive" range where gains diminish.
[prd] 📊 prd: 993 BPE tokens [chars/4: 1,077] (detailed ✓), 25 sections, 1 code blocks
[prd]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[meeting-minutes] 📊 meeting-minutes: 1,835 BPE tokens [chars/4: 1,969] (detailed ✓), 29 sections, 1 code blocks
[meeting-minutes]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[phoenix-evals] 📊 phoenix-evals: 1,089 BPE tokens [chars/4: 1,126] (detailed ✓), 5 sections, 0 code blocks
[phoenix-evals]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[phoenix-evals]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[ai-team-orchestration] 📊 ai-team-orchestration: 1,436 BPE tokens [chars/4: 1,400] (detailed ✓), 13 sections, 5 code blocks
[create-technical-spike] 📊 create-technical-spike: 1,358 BPE tokens [chars/4: 1,643] (detailed ✓), 33 sections, 1 code blocks
[autoresearch] 📊 autoresearch: 2,568 BPE tokens [chars/4: 2,782] (standard ~), 20 sections, 3 code blocks
[autoresearch]    ⚠  Skill is 2,568 BPE tokens (chars/4 estimate: 2,782) — approaching "comprehensive" range where gains diminish.
[update-llms] 📊 update-llms: 1,701 BPE tokens [chars/4: 2,098] (detailed ✓), 36 sections, 1 code blocks
[audit-integrity] 📊 audit-integrity: 705 BPE tokens [chars/4: 832] (detailed ✓), 6 sections, 0 code blocks
[audit-integrity]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[review-and-refactor] 📊 review-and-refactor: 152 BPE tokens [chars/4: 193] (compact ✓), 2 sections, 0 code blocks
[review-and-refactor]    ⚠  Skill is only 152 BPE tokens (chars/4 estimate: 193) — may be too sparse to provide actionable guidance.
[review-and-refactor]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[qdrant-monitoring] 📊 qdrant-monitoring: 241 BPE tokens [chars/4: 276] (compact ✓), 3 sections, 0 code blocks
[qdrant-monitoring]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[qdrant-monitoring]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[doublecheck] 📊 doublecheck: 3,254 BPE tokens [chars/4: 3,973] (standard ~), 26 sections, 3 code blocks
[doublecheck]    ⚠  Skill is 3,254 BPE tokens (chars/4 estimate: 3,973) — approaching "comprehensive" range where gains diminish.
[winui3-migration-guide] 📊 winui3-migration-guide: 2,196 BPE tokens [chars/4: 2,226] (detailed ✓), 18 sections, 13 code blocks
[spring-boot-testing] 📊 spring-boot-testing: 1,508 BPE tokens [chars/4: 1,664] (detailed ✓), 19 sections, 4 code blocks
[arize-evaluator] 📊 arize-evaluator: 7,814 BPE tokens [chars/4: 8,033] (comprehensive ✗), 59 sections, 28 code blocks
[arize-evaluator]    ⚠  Skill is 7,814 BPE tokens (chars/4 estimate: 8,033) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[power-platform-architect] 📊 power-platform-architect: 3,104 BPE tokens [chars/4: 3,609] (standard ~), 12 sections, 1 code blocks
[power-platform-architect]    ⚠  Skill is 3,104 BPE tokens (chars/4 estimate: 3,609) — approaching "comprehensive" range where gains diminish.
[aws-cdk-python-setup] 📊 aws-cdk-python-setup: 607 BPE tokens [chars/4: 650] (detailed ✓), 18 sections, 8 code blocks
[aws-cdk-python-setup]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[dependabot] 📊 dependabot: 3,352 BPE tokens [chars/4: 3,363] (standard ~), 45 sections, 26 code blocks
[dependabot]    ⚠  Skill is 3,352 BPE tokens (chars/4 estimate: 3,363) — approaching "comprehensive" range where gains diminish.
[rust-mcp-server-generator] 📊 rust-mcp-server-generator: 3,088 BPE tokens [chars/4: 3,190] (standard ~), 31 sections, 24 code blocks
[rust-mcp-server-generator]    ⚠  Skill is 3,088 BPE tokens (chars/4 estimate: 3,190) — approaching "comprehensive" range where gains diminish.
[mcp-create-declarative-agent] 📊 mcp-create-declarative-agent: 1,978 BPE tokens [chars/4: 2,036] (detailed ✓), 30 sections, 12 code blocks
[phoenix-cli] 📊 phoenix-cli: 2,778 BPE tokens [chars/4: 2,764] (standard ~), 19 sections, 15 code blocks
[phoenix-cli]    ⚠  Skill is 2,778 BPE tokens (chars/4 estimate: 2,764) — approaching "comprehensive" range where gains diminish.
[phoenix-cli]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[power-bi-model-design-review] 📊 power-bi-model-design-review: 2,126 BPE tokens [chars/4: 2,782] (detailed ✓), 28 sections, 17 code blocks
[dataverse-python-production-code] 📊 dataverse-python-production-code: 813 BPE tokens [chars/4: 913] (detailed ✓), 9 sections, 3 code blocks
[issue-fields-migration] 📊 issue-fields-migration: 6,086 BPE tokens [chars/4: 6,052] (comprehensive ✗), 35 sections, 21 code blocks
[issue-fields-migration]    ⚠  Skill is 6,086 BPE tokens (chars/4 estimate: 6,052) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[gtm-0-to-1-launch] 📊 gtm-0-to-1-launch: 2,879 BPE tokens [chars/4: 3,186] (standard ~), 15 sections, 2 code blocks
[gtm-0-to-1-launch]    ⚠  Skill is 2,879 BPE tokens (chars/4 estimate: 3,186) — approaching "comprehensive" range where gains diminish.
[flowstudio-power-automate-mcp] 📊 flowstudio-power-automate-mcp: 3,404 BPE tokens [chars/4: 3,373] (standard ~), 19 sections, 9 code blocks
[flowstudio-power-automate-mcp]    ⚠  Skill is 3,404 BPE tokens (chars/4 estimate: 3,373) — approaching "comprehensive" range where gains diminish.
[msstore-cli] 📊 msstore-cli: 3,864 BPE tokens [chars/4: 4,074] (standard ~), 87 sections, 37 code blocks
[msstore-cli]    ⚠  Skill is 3,864 BPE tokens (chars/4 estimate: 4,074) — approaching "comprehensive" range where gains diminish.
[power-bi-performance-troubleshooting] 📊 power-bi-performance-troubleshooting: 2,078 BPE tokens [chars/4: 2,591] (detailed ✓), 31 sections, 19 code blocks
[nuget-manager] 📊 nuget-manager: 812 BPE tokens [chars/4: 855] (detailed ✓), 11 sections, 0 code blocks
[nuget-manager]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[acquire-codebase-knowledge] 📊 acquire-codebase-knowledge: 2,169 BPE tokens [chars/4: 2,270] (detailed ✓), 12 sections, 3 code blocks
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/STACK.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/STRUCTURE.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/ARCHITECTURE.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/CONVENTIONS.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/INTEGRATIONS.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/TESTING.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/CONCERNS.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/STACK.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/STRUCTURE.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/ARCHITECTURE.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/CONVENTIONS.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/INTEGRATIONS.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/TESTING.md' is 2 dir

[github-actions[bot]]

Skills (part 2)

ectories deep — maximum is 1 level from SKILL.md.�[0m
�[31m❌ [acquire-codebase-knowledge] File reference 'assets/templates/CONCERNS.md' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
[acreadiness-assess] 📊 acreadiness-assess: 808 BPE tokens [chars/4: 839] (detailed ✓), 3 sections, 1 code blocks
[technology-stack-blueprint-generator] 📊 technology-stack-blueprint-generator: 1,957 BPE tokens [chars/4: 2,461] (detailed ✓), 22 sections, 0 code blocks
[technology-stack-blueprint-generator]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[technology-stack-blueprint-generator]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[nano-banana-pro-openrouter] 📊 nano-banana-pro-openrouter: 673 BPE tokens [chars/4: 664] (detailed ✓), 9 sections, 3 code blocks
[nano-banana-pro-openrouter]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[architecture-blueprint-generator] 📊 architecture-blueprint-generator: 2,519 BPE tokens [chars/4: 3,340] (standard ~), 18 sections, 0 code blocks
[architecture-blueprint-generator]    ⚠  Skill is 2,519 BPE tokens (chars/4 estimate: 3,340) — approaching "comprehensive" range where gains diminish.
[architecture-blueprint-generator]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[architecture-blueprint-generator]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[mcp-copilot-studio-server-generator] 📊 mcp-copilot-studio-server-generator: 942 BPE tokens [chars/4: 1,063] (detailed ✓), 6 sections, 2 code blocks
[prompt-builder] 📊 prompt-builder: 1,302 BPE tokens [chars/4: 1,586] (detailed ✓), 20 sections, 1 code blocks
[prompt-builder]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[lsp-setup] 📊 lsp-setup: 961 BPE tokens [chars/4: 996] (detailed ✓), 6 sections, 1 code blocks
[generate-custom-instructions-from-codebase] 📊 generate-custom-instructions-from-codebase: 1,801 BPE tokens [chars/4: 2,166] (detailed ✓), 38 sections, 2 code blocks
[java-refactoring-remove-parameter] 📊 java-refactoring-remove-parameter: 611 BPE tokens [chars/4: 738] (detailed ✓), 8 sections, 5 code blocks
[java-refactoring-remove-parameter]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[acreadiness-generate-instructions] 📊 acreadiness-generate-instructions: 2,129 BPE tokens [chars/4: 2,104] (detailed ✓), 9 sections, 2 code blocks
[polyglot-test-agent] 📊 polyglot-test-agent: 1,611 BPE tokens [chars/4: 1,676] (detailed ✓), 22 sections, 5 code blocks
[gtm-ai-gtm] 📊 gtm-ai-gtm: 4,938 BPE tokens [chars/4: 5,300] (standard ~), 18 sections, 4 code blocks
[gtm-ai-gtm]    ⚠  Skill is 4,938 BPE tokens (chars/4 estimate: 5,300) — approaching "comprehensive" range where gains diminish.
[openapi-to-application-code] 📊 openapi-to-application-code: 931 BPE tokens [chars/4: 1,144] (detailed ✓), 11 sections, 1 code blocks
[noob-mode] 📊 noob-mode: 2,604 BPE tokens [chars/4: 2,765] (standard ~), 13 sections, 9 code blocks
[noob-mode]    ⚠  Skill is 2,604 BPE tokens (chars/4 estimate: 2,765) — approaching "comprehensive" range where gains diminish.
[java-junit] 📊 java-junit: 695 BPE tokens [chars/4: 746] (detailed ✓), 8 sections, 0 code blocks
[java-junit]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[java-junit]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[slang-shader-engineer] 📊 slang-shader-engineer: 1,587 BPE tokens [chars/4: 1,804] (detailed ✓), 8 sections, 1 code blocks
[create-architectural-decision-record] 📊 create-architectural-decision-record: 690 BPE tokens [chars/4: 766] (detailed ✓), 17 sections, 1 code blocks
[create-architectural-decision-record]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[make-repo-contribution] 📊 make-repo-contribution: 1,301 BPE tokens [chars/4: 1,599] (detailed ✓), 11 sections, 0 code blocks
[make-repo-contribution]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[pytest-coverage] 📊 pytest-coverage: 253 BPE tokens [chars/4: 282] (compact ✓), 0 sections, 0 code blocks
[pytest-coverage]    ⚠  No section headers — agents navigate structured documents better.
[pytest-coverage]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[pytest-coverage]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[dataverse-python-usecase-builder] 📊 dataverse-python-usecase-builder: 1,538 BPE tokens [chars/4: 1,684] (detailed ✓), 38 sections, 5 code blocks
[azure-resource-health-diagnose] 📊 azure-resource-health-diagnose: 2,492 BPE tokens [chars/4: 2,859] (detailed ✓), 12 sections, 8 code blocks
[php-mcp-server-generator] 📊 php-mcp-server-generator: 2,723 BPE tokens [chars/4: 2,697] (standard ~), 37 sections, 25 code blocks
[php-mcp-server-generator]    ⚠  Skill is 2,723 BPE tokens (chars/4 estimate: 2,697) — approaching "comprehensive" range where gains diminish.
[qdrant-version-upgrade] 📊 qdrant-version-upgrade: 465 BPE tokens [chars/4: 485] (detailed ✓), 1 sections, 0 code blocks
[qdrant-version-upgrade]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[qdrant-version-upgrade]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[create-specification] 📊 create-specification: 1,164 BPE tokens [chars/4: 1,380] (detailed ✓), 20 sections, 2 code blocks
�[31m❌ [create-specification] File reference '/spec/' uses an absolute (repo-rooted) path — references must be relative to the skill directory.�[0m
[create-specification]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[create-llms] 📊 create-llms: 1,487 BPE tokens [chars/4: 1,824] (detailed ✓), 33 sections, 1 code blocks
[convert-plaintext-to-md] 📊 convert-plaintext-to-md: 2,688 BPE tokens [chars/4: 2,849] (standard ~), 19 sections, 21 code blocks
[convert-plaintext-to-md]    ⚠  Skill is 2,688 BPE tokens (chars/4 estimate: 2,849) — approaching "comprehensive" range where gains diminish.
[arize-link] 📊 arize-link: 1,203 BPE tokens [chars/4: 1,088] (detailed ✓), 9 sections, 6 code blocks
[postgresql-code-review] 📊 postgresql-code-review: 1,646 BPE tokens [chars/4: 1,847] (detailed ✓), 21 sections, 8 code blocks
[semantic-kernel] 📊 semantic-kernel: 577 BPE tokens [chars/4: 756] (detailed ✓), 7 sections, 0 code blocks
[semantic-kernel]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[planning-oracle-to-postgres-migration-integration-testing] 📊 planning-oracle-to-postgres-migration-integration-testing: 438 BPE tokens [chars/4: 547] (detailed ✓), 4 sections, 1 code blocks
[planning-oracle-to-postgres-migration-integration-testing]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[postgresql-optimization] 📊 postgresql-optimization: 2,651 BPE tokens [chars/4: 2,834] (standard ~), 36 sections, 20 code blocks
[postgresql-optimization]    ⚠  Skill is 2,651 BPE tokens (chars/4 estimate: 2,834) — approaching "comprehensive" range where gains diminish.
[postgresql-optimization]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[code-exemplars-blueprint-generator] 📊 code-exemplars-blueprint-generator: 1,343 BPE tokens [chars/4: 1,678] (detailed ✓), 10 sections, 0 code blocks
[code-exemplars-blueprint-generator]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[legacy-circuit-mockups] 📊 legacy-circuit-mockups: 2,684 BPE tokens [chars/4: 2,304] (standard ~), 30 sections, 3 code blocks
[legacy-circuit-mockups]    ⚠  Skill is 2,684 BPE tokens (chars/4 estimate: 2,304) — approaching "comprehensive" range where gains diminish.
[create-github-issue-feature-from-specification] 📊 create-github-issue-feature-from-specification: 173 BPE tokens [chars/4: 228] (compact ✓), 4 sections, 0 code blocks
[create-github-issue-feature-from-specification]    ⚠  Skill is only 173 BPE tokens (chars/4 estimate: 228) — may be too sparse to provide actionable guidance.
[create-github-issue-feature-from-specification]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[azure-architecture-autopilot] 📊 azure-architecture-autopilot: 1,758 BPE tokens [chars/4: 1,830] (detailed ✓), 16 sections, 5 code blocks
[azure-architecture-autopilot]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[oo-component-documentation] 📊 oo-component-documentation: 1,025 BPE tokens [chars/4: 1,346] (detailed ✓), 9 sections, 0 code blocks
[oo-component-documentation]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[arduino-azure-iot-edge-integration] 📊 arduino-azure-iot-edge-integration: 929 BPE tokens [chars/4: 1,171] (detailed ✓), 18 sections, 0 code blocks
[arduino-azure-iot-edge-integration]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[suggest-awesome-github-copilot-skills] 📊 suggest-awesome-github-copilot-skills: 1,725 BPE tokens [chars/4: 2,018] (detailed ✓), 11 sections, 1 code blocks
[create-readme] 📊 create-readme: 306 BPE tokens [chars/4: 333] (compact ✓), 2 sections, 0 code blocks
[create-readme]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[acreadiness-policy] 📊 acreadiness-policy: 1,005 BPE tokens [chars/4: 940] (detailed ✓), 11 sections, 4 code blocks
[playwright-automation-fill-in-form] 📊 playwright-automation-fill-in-form: 158 BPE tokens [chars/4: 163] (compact ✓), 3 sections, 0 code blocks
[playwright-automation-fill-in-form]    ⚠  Skill is only 158 BPE tokens (chars/4 estimate: 163) — may be too sparse to provide actionable guidance.
[playwright-automation-fill-in-form]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[diagnose] 📊 diagnose: 983 BPE tokens [chars/4: 1,005] (detailed ✓), 9 sections, 1 code blocks
[salesforce-apex-quality] 📊 salesforce-apex-quality: 1,682 BPE tokens [chars/4: 1,820] (detailed ✓), 14 sections, 4 code blocks
[salesforce-apex-quality]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[azure-static-web-apps] 📊 azure-static-web-apps: 2,442 BPE tokens [chars/4: 2,373] (detailed ✓), 24 sections, 17 code blocks
[dotnet-design-pattern-review] 📊 dotnet-design-pattern-review: 599 BPE tokens [chars/4: 821] (detailed ✓), 4 sections, 0 code blocks
[dotnet-design-pattern-review]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[dotnet-design-pattern-review]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[quality-playbook] 📊 quality-playbook: 66,332 BPE tokens [chars/4: 73,092] (comprehensive ✗), 128 sections, 44 code blocks
[quality-playbook]    ⚠  Skill is 66,332 BPE tokens (chars/4 estimate: 73,092) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills.
[apple-appstore-reviewer] 📊 apple-appstore-reviewer: 2,047 BPE tokens [chars/4: 2,336] (detailed ✓), 36 sections, 0 code blocks
[apple-appstore-reviewer]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[csharp-docs] 📊 csharp-docs: 908 BPE tokens [chars/4: 1,021] (detailed ✓), 6 sections, 0 code blocks
[csharp-docs]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[csharp-docs]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[breakdown-feature-implementation] 📊 breakdown-feature-implementation: 966 BPE tokens [chars/4: 1,189] (detailed ✓), 9 sections, 2 code blocks
[breakdown-feature-implementation]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[agent-owasp-compliance] 📊 agent-owasp-compliance: 2,754 BPE tokens [chars/4: 2,970] (standard ~), 22 sections, 7 code blocks
[agent-owasp-compliance]    ⚠  Skill is 2,754 BPE tokens (chars/4 estimate: 2,970) — approaching "comprehensive" range where gains diminish.
[suggest-awesome-github-copilot-agents] 📊 suggest-awesome-github-copilot-agents: 1,467 BPE tokens [chars/4: 1,979] (detailed ✓), 9 sections, 0 code blocks
[suggest-awesome-github-copilot-agents]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[agent-governance] 📊 agent-governance: 4,203 BPE tokens [chars/4: 4,626] (standard ~), 33 sections, 14 code blocks
[agent-governance]    ⚠  Skill is 4,203 BPE tokens (chars/4 estimate: 4,626) — approaching "comprehensive" range where gains diminish.
[agent-governance]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[breakdown-test] 📊 breakdown-test: 3,102 BPE tokens [chars/4: 3,741] (standard ~), 59 sections, 3 code blocks
[breakdown-test]    ⚠  Skill is 3,102 BPE tokens (chars/4 estimate: 3,741) — approaching "comprehensive" range where gains diminish.
[react18-string-refs] 📊 react18-string-refs: 549 BPE tokens [chars/4: 527] (detailed ✓), 6 sections, 1 code blocks
[ai-prompt-engineering-safety-review] 📊 ai-prompt-engineering-safety-review: 2,185 BPE tokens [chars/4: 2,540] (detailed ✓), 19 sections, 0 code blocks
[ai-prompt-engineering-safety-review]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[security-review] 📊 security-review: 2,043 BPE tokens [chars/4: 2,259] (detailed ✓), 15 sections, 0 code blocks
[security-review]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[github-release] 📊 github-release: 3,640 BPE tokens [chars/4: 3,577] (standard ~), 43 sections, 19 code blocks
[github-release]    ⚠  Skill is 3,640 BPE tokens (chars/4 estimate: 3,577) — approaching "comprehensive" range where gains diminish.
[pdftk-server] 📊 pdftk-server: 1,152 BPE tokens [chars/4: 1,186] (detailed ✓), 19 sections, 14 code blocks
[pdftk-server]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[react19-test-patterns] 📊 react19-test-patterns: 815 BPE tokens [chars/4: 790] (detailed ✓), 7 sections, 5 code blocks
[chrome-devtools] 📊 chrome-devtools: 923 BPE tokens [chars/4: 1,037] (detailed ✓), 13 sections, 3 code blocks
[arize-dataset] 📊 arize-dataset: 3,818 BPE tokens [chars/4: 3,809] (standard ~), 51 sections, 16 code blocks
[arize-dataset]    ⚠  Skill is 3,818 BPE tokens (chars/4 estimate: 3,809) — approaching "comprehensive" range where gains diminish.
[arize-experiment] 📊 arize-experiment: 4,589 BPE tokens [chars/4: 4,610] (standard ~), 34 sections, 20 code blocks
[arize-experiment]    ⚠  Skill is 4,589 BPE tokens (chars/4 estimate: 4,610) — approaching "comprehensive" range where gains diminish.
[make-skill-template] 📊 make-skill-template: 1,227 BPE tokens [chars/4: 1,322] (detailed ✓), 15 sections, 5 code blocks
[ef-core] 📊 ef-core: 492 BPE tokens [chars/4: 670] (detailed ✓), 9 sections, 0 code blocks
[ef-core]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[ef-core]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[gtm-product-led-growth] 📊 gtm-product-led-growth: 3,048 BPE tokens [chars/4: 3,127] (standard ~), 16 sections, 3 code blocks
[gtm-product-led-growth]    ⚠  Skill is 3,048 BPE tokens (chars/4 estimate: 3,127) — approaching "comprehensive" range where gains diminish.
[remember-interactive-programming] 📊 remember-interactive-programming: 175 BPE tokens [chars/4: 221] (compact ✓), 0 sections, 0 code blocks
[remember-interactive-programming]    ⚠  Skill is only 175 BPE tokens (chars/4 estimate: 221) — may be too sparse to provide actionable guidance.
[remember-interactive-programming]    ⚠  No section headers — agents navigate structured documents better.
[remember-interactive-programming]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[remember-interactive-programming]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[gtm-operating-cadence] 📊 gtm-operating-cadence: 3,798 BPE tokens [chars/4: 4,003] (standard ~), 16 sections, 4 code blocks
[gtm-operating-cadence]    ⚠  Skill is 3,798 BPE tokens (chars/4 estimate: 4,003) — approaching "comprehensive" range where gains diminish.
[context-map] 📊 context-map: 249 BPE tokens [chars/4: 287] (compact ✓), 10 sections, 1 code blocks
[containerize-aspnet-framework] 📊 containerize-aspnet-framework: 4,885 BPE tokens [chars/4: 5,202] (standard ~), 108 sections, 5 code blocks
[containerize-aspnet-framework]    ⚠  Skill is 4,885 BPE tokens (chars/4 estimate: 5,202) — approaching "comprehensive" range where gains diminish.
[reviewing-oracle-to-postgres-migration] 📊 reviewing-oracle-to-postgres-migration: 605 BPE tokens [chars/4: 762] (detailed ✓), 5 sections, 2 code blocks
[aspnet-minimal-api-openapi] 📊 aspnet-minimal-api-openapi: 343 BPE tokens [chars/4: 439] (compact ✓), 5 sections, 0 code blocks
[aspnet-minimal-api-openapi]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[aspnet-minimal-api-openapi]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[codeql] 📊 codeql: 3,212 BPE tokens [chars/4: 3,355] (standard ~), 41 sections, 19 code blocks
[codeql]    ⚠  Skill is 3,212 BPE tokens (chars/4 estimate: 3,355) — approaching "comprehensive" range where gains diminish.
[codeql]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[git-flow-branch-creator] 📊 git-flow-branch-creator: 2,629 BPE tokens [chars/4: 2,605] (standard ~), 10 sections, 9 code blocks
[git-flow-branch-creator]    ⚠  Skill is 2,629 BPE tokens (chars/4 estimate: 2,605) — approaching "comprehensive" range where gains diminish.
[gtm-technical-product-pricing] 📊 gtm-technical-product-pricing: 2,991 BPE tokens [chars/4: 3,219] (standard ~), 13 sections, 4 code blocks
[gtm-technical-product-pricing]    ⚠  Skill is 2,991 BPE tokens (chars/4 estimate: 3,219) — approaching "comprehensive" range where gains diminish.
[microsoft-agent-framework] 📊 microsoft-agent-framework: 782 BPE tokens [chars/4: 1,041] (detailed ✓), 8 sections, 0 code blocks
[microsoft-agent-framework]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[entra-agent-user] 📊 entra-agent-user: 2,238 BPE tokens [chars/4: 2,308] (detailed ✓), 25 sections, 12 code blocks
[entra-agent-user]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[mentoring-juniors] 📊 mentoring-juniors: 3,400 BPE tokens [chars/4: 3,481] (standard ~), 31 sections, 2 code blocks
[mentoring-juniors]    ⚠  Skill is 3,400 BPE tokens (chars/4 estimate: 3,481) — approaching "comprehensive" range where gains diminish.
[dotnet-mcp-builder] 📊 dotnet-mcp-builder: 1,639 BPE tokens [chars/4: 1,721] (detailed ✓), 7 sections, 1 code blocks
[copilot-spaces] 📊 copilot-spaces: 2,082 BPE tokens [chars/4: 2,182] (detailed ✓), 18 sections, 8 code blocks
[image-manipulation-image-magick] 📊 image-manipulation-image-magick: 1,829 BPE tokens [chars/4: 1,741] (detailed ✓), 39 sections, 18 code blocks
[playwright-explore-website] 📊 playwright-explore-website: 140 BPE tokens [chars/4: 171] (compact ✓), 2 sections, 0 code blocks
[playwright-explore-website]    ⚠  Skill is only 140 BPE tokens (chars/4 estimate: 171) — may be too sparse to provide actionable guidance.
[playwright-explore-website]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[flowstudio-power-automate-monitoring] 📊 flowstudio-power-automate-monitoring: 3,476 BPE tokens [chars/4: 3,282] (standard ~), 25 sections, 12 code blocks
[flowstudio-power-automate-monitoring]    ⚠  Skill is 3,476 BPE tokens (chars/4 estimate: 3,282) — approaching "comprehensive" range where gains diminish.
[arch-linux-triage] 📊 arch-linux-triage: 212 BPE tokens [chars/4: 232] (compact ✓), 4 sections, 0 code blocks
[arch-linux-triage]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[azure-devops-cli] 📊 azure-devops-cli: 906 BPE tokens [chars/4: 954] (detailed ✓), 11 sections, 3 code blocks
[azure-devops-cli]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[salesforce-component-standards] 📊 salesforce-component-standards: 2,300 BPE tokens [chars/4: 2,448] (detailed ✓), 20 sections, 4 code blocks
[salesforce-component-standards]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[fedora-linux-triage] 📊 fedora-linux-triage: 218 BPE tokens [chars/4: 230] (compact ✓), 4 sections, 0 code blocks
[fedora-linux-triage]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[datanalysis-credit-risk] 📊 datanalysis-credit-risk: 1,365 BPE tokens [chars/4: 1,546] (detailed ✓), 16 sections, 1 code blocks
[csharp-async] 📊 csharp-async: 379 BPE tokens [chars/4: 466] (compact ✓), 7 sections, 0 code blocks
[csharp-async]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[csharp-async]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[qdrant-clients-sdk] 📊 qdrant-clients-sdk: 771 BPE tokens [chars/4: 749] (detailed ✓), 4 sections, 2 code blocks
[qdrant-clients-sdk]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[mcp-deploy-manage-agents] 📊 mcp-deploy-manage-agents: 2,036 BPE tokens [chars/4: 2,471] (detailed ✓), 49 sections, 2 code blocks
[what-context-needed] 📊 what-context-needed: 209 BPE tokens [chars/4: 219] (compact ✓), 9 sections, 1 code blocks
[microsoft-skill-creator] 📊 microsoft-skill-creator: 1,915 BPE tokens [chars/4: 2,100] (detailed ✓), 30 sections, 12 code blocks
�[31m❌ [microsoft-skill-creator] File reference 'sample_codes/getting-started/hello-kernel.cs' is 2 directories deep — maximum is 1 level from SKILL.md.�[0m
[roundup] 📊 roundup: 2,219 BPE tokens [chars/4: 2,591] (detailed ✓), 28 sections, 0 code blocks
[roundup]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
[roundup]    ⚠  No numbered workflow steps — agents follow sequenced procedures more reliably.
[content-management-systems] 📊 content-management-systems: 1,040 BPE tokens [chars/4: 1,324] (detailed ✓), 13 sections, 0 code blocks
[content-management-systems]    ⚠  No code blocks — agents perform better with concrete snippets and commands.
{Ansi.Red}Skill spec conformance failures — fix the errors above.{Ansi.Reset}

[github-actions[bot]]

Agents

Found 219 agent(s)
�[31m❌ [agent:Gilfoyle Code Review Mode] Agent name 'Gilfoyle Code Review Mode' does not match filename 'gilfoyle.agent.md' (expected 'Gilfoyle Code Review Mode.agent.md').�[0m
�[31m❌ [agent:Gilfoyle Code Review Mode] Agent name 'Gilfoyle Code Review Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Task Researcher Instructions] Agent name 'Task Researcher Instructions' does not match filename 'task-researcher.agent.md' (expected 'Task Researcher Instructions.agent.md').�[0m
�[31m❌ [agent:Task Researcher Instructions] Agent name 'Task Researcher Instructions' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Blueprint Mode] Agent name 'Blueprint Mode' does not match filename 'blueprint-mode.agent.md' (expected 'Blueprint Mode.agent.md').�[0m
�[31m❌ [agent:Blueprint Mode] Agent name 'Blueprint Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:SE: Architect] Agent name 'SE: Architect' does not match filename 'se-system-architecture-reviewer.agent.md' (expected 'SE: Architect.agent.md').�[0m
�[31m❌ [agent:SE: Architect] Agent name 'SE: Architect' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Microsoft Study and Learn] Agent name 'Microsoft Study and Learn' does not match filename 'microsoft-study-mode.agent.md' (expected 'Microsoft Study and Learn.agent.md').�[0m
�[31m❌ [agent:Microsoft Study and Learn] Agent name 'Microsoft Study and Learn' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Neon Performance Analyzer] Agent name 'Neon Performance Analyzer' does not match filename 'neon-optimization-analyzer.agent.md' (expected 'Neon Performance Analyzer.agent.md').�[0m
�[31m❌ [agent:Neon Performance Analyzer] Agent name 'Neon Performance Analyzer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Laravel Expert Agent] Agent name 'Laravel Expert Agent' does not match filename 'laravel-expert-agent.agent.md' (expected 'Laravel Expert Agent.agent.md').�[0m
�[31m❌ [agent:Laravel Expert Agent] Agent name 'Laravel Expert Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Lingo.dev Localization (i18n) Agent] Agent name 'Lingo.dev Localization (i18n) Agent' does not match filename 'lingodotdev-i18n.agent.md' (expected 'Lingo.dev Localization (i18n) Agent.agent.md').�[0m
�[31m❌ [agent:Lingo.dev Localization (i18n) Agent] Agent name 'Lingo.dev Localization (i18n) Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Prompt Engineer] Agent name 'Prompt Engineer' does not match filename 'prompt-engineer.agent.md' (expected 'Prompt Engineer.agent.md').�[0m
�[31m❌ [agent:Prompt Engineer] Agent name 'Prompt Engineer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Azure Principal Architect mode instructions] Agent name 'Azure Principal Architect mode instructions' does not match filename 'azure-principal-architect.agent.md' (expected 'Azure Principal Architect mode instructions.agent.md').�[0m
�[31m❌ [agent:Azure Principal Architect mode instructions] Agent name 'Azure Principal Architect mode instructions' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Pimcore Expert] Agent name 'Pimcore Expert' does not match filename 'pimcore-expert.agent.md' (expected 'Pimcore Expert.agent.md').�[0m
�[31m❌ [agent:Pimcore Expert] Agent name 'Pimcore Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Power BI Performance Expert Mode] Agent name 'Power BI Performance Expert Mode' does not match filename 'power-bi-performance-expert.agent.md' (expected 'Power BI Performance Expert Mode.agent.md').�[0m
�[31m❌ [agent:Power BI Performance Expert Mode] Agent name 'Power BI Performance Expert Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:.NET Self-Learning Architect] Agent name '.NET Self-Learning Architect' does not match filename 'dotnet-self-learning-architect.agent.md' (expected '.NET Self-Learning Architect.agent.md').�[0m
�[31m❌ [agent:.NET Self-Learning Architect] Agent name '.NET Self-Learning Architect' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:TaxCore Technical Writer] Agent name 'TaxCore Technical Writer' does not match filename 'taxcore-technical-writer.agent.md' (expected 'TaxCore Technical Writer.agent.md').�[0m
�[31m❌ [agent:TaxCore Technical Writer] Agent name 'TaxCore Technical Writer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:C# Expert] Agent name 'C# Expert' does not match filename 'CSharpExpert.agent.md' (expected 'C# Expert.agent.md').�[0m
�[31m❌ [agent:C# Expert] Agent name 'C# Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Expert React Frontend Engineer] Agent name 'Expert React Frontend Engineer' does not match filename 'expert-react-frontend-engineer.agent.md' (expected 'Expert React Frontend Engineer.agent.md').�[0m
�[31m❌ [agent:Expert React Frontend Engineer] Agent name 'Expert React Frontend Engineer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Project Architecture Planner] Agent name 'Project Architecture Planner' does not match filename 'project-architecture-planner.agent.md' (expected 'Project Architecture Planner.agent.md').�[0m
�[31m❌ [agent:Project Architecture Planner] Agent name 'Project Architecture Planner' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Software Engineer Agent] Agent name 'Software Engineer Agent' does not match filename 'software-engineer-agent-v1.agent.md' (expected 'Software Engineer Agent.agent.md').�[0m
�[31m❌ [agent:Software Engineer Agent] Agent name 'Software Engineer Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:JFrog Security Agent] Agent name 'JFrog Security Agent' does not match filename 'jfrog-sec.agent.md' (expected 'JFrog Security Agent.agent.md').�[0m
�[31m❌ [agent:JFrog Security Agent] Agent name 'JFrog Security Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Custom Agent Foundry] Agent name 'Custom Agent Foundry' does not match filename 'custom-agent-foundry.agent.md' (expected 'Custom Agent Foundry.agent.md').�[0m
�[31m❌ [agent:Custom Agent Foundry] Agent name 'Custom Agent Foundry' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Polyglot Test Generator] Agent name 'Polyglot Test Generator' does not match filename 'polyglot-test-generator.agent.md' (expected 'Polyglot Test Generator.agent.md').�[0m
�[31m❌ [agent:Polyglot Test Generator] Agent name 'Polyglot Test Generator' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Polyglot Test Builder] Agent name 'Polyglot Test Builder' does not match filename 'polyglot-test-builder.agent.md' (expected 'Polyglot Test Builder.agent.md').�[0m
�[31m❌ [agent:Polyglot Test Builder] Agent name 'Polyglot Test Builder' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:SE: Responsible AI] Agent name 'SE: Responsible AI' does not match filename 'se-responsible-ai-code.agent.md' (expected 'SE: Responsible AI.agent.md').�[0m
�[31m❌ [agent:SE: Responsible AI] Agent name 'SE: Responsible AI' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:RUG] Agent name 'RUG' does not match filename 'rug-orchestrator.agent.md' (expected 'RUG.agent.md').�[0m
�[31m❌ [agent:RUG] Agent name 'RUG' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:C# MCP Server Expert] Agent name 'C# MCP Server Expert' does not match filename 'csharp-mcp-expert.agent.md' (expected 'C# MCP Server Expert.agent.md').�[0m
�[31m❌ [agent:C# MCP Server Expert] Agent name 'C# MCP Server Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Power BI Visualization Expert Mode] Agent name 'Power BI Visualization Expert Mode' does not match filename 'power-bi-visualization-expert.agent.md' (expected 'Power BI Visualization Expert Mode.agent.md').�[0m
�[31m❌ [agent:Power BI Visualization Expert Mode] Agent name 'Power BI Visualization Expert Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Terraform Agent] Agent name 'Terraform Agent' does not match filename 'terraform.agent.md' (expected 'Terraform Agent.agent.md').�[0m
�[31m❌ [agent:Terraform Agent] Agent name 'Terraform Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:TDD Red Phase - Write Failing Tests First] Agent name 'TDD Red Phase - Write Failing Tests First' does not match filename 'tdd-red.agent.md' (expected 'TDD Red Phase - Write Failing Tests First.agent.md').�[0m
�[31m❌ [agent:TDD Red Phase - Write Failing Tests First] Agent name 'TDD Red Phase - Write Failing Tests First' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:CAST Imaging Impact Analysis Agent] Agent name 'CAST Imaging Impact Analysis Agent' does not match filename 'cast-imaging-impact-analysis.agent.md' (expected 'CAST Imaging Impact Analysis Agent.agent.md').�[0m
�[31m❌ [agent:CAST Imaging Impact Analysis Agent] Agent name 'CAST Imaging Impact Analysis Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:DevTools Regression Investigator] Agent name 'DevTools Regression Investigator' does not match filename 'devtools-regression-investigator.agent.md' (expected 'DevTools Regression Investigator.agent.md').�[0m
�[31m❌ [agent:DevTools Regression Investigator] Agent name 'DevTools Regression Investigator' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Thinking Beast Mode] Agent name 'Thinking Beast Mode' does not match filename 'Thinking-Beast-Mode.agent.md' (expected 'Thinking Beast Mode.agent.md').�[0m
�[31m❌ [agent:Thinking Beast Mode] Agent name 'Thinking Beast Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:WinForms Expert] Agent name 'WinForms Expert' does not match filename 'WinFormsExpert.agent.md' (expected 'WinForms Expert.agent.md').�[0m
�[31m❌ [agent:WinForms Expert] Agent name 'WinForms Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Defender Scout KQL] Agent name 'Defender Scout KQL' does not match filename 'defender-scout-kql.agent.md' (expected 'Defender Scout KQL.agent.md').�[0m
�[31m❌ [agent:Defender Scout KQL] Agent name 'Defender Scout KQL' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Clojure Interactive Programming] Agent name 'Clojure Interactive Programming' does not match filename 'clojure-interactive-programming.agent.md' (expected 'Clojure Interactive Programming.agent.md').�[0m
�[31m❌ [agent:Clojure Interactive Programming] Agent name 'Clojure Interactive Programming' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Meta Agentic Project Scaffold] Agent name 'Meta Agentic Project Scaffold' does not match filename 'meta-agentic-project-scaffold.agent.md' (expected 'Meta Agentic Project Scaffold.agent.md').�[0m
�[31m❌ [agent:Meta Agentic Project Scaffold] Agent name 'Meta Agentic Project Scaffold' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Debian Linux Expert] Agent name 'Debian Linux Expert' does not match filename 'debian-linux-expert.agent.md' (expected 'Debian Linux Expert.agent.md').�[0m
�[31m❌ [agent:Debian Linux Expert] Agent name 'Debian Linux Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Refine Requirement or Issue] Agent name 'Refine Requirement or Issue' does not match filename 'refine-issue.agent.md' (expected 'Refine Requirement or Issue.agent.md').�[0m
�[31m❌ [agent:Refine Requirement or Issue] Agent name 'Refine Requirement or Issue' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Expert Vue.js Frontend Engineer] Agent name 'Expert Vue.js Frontend Engineer' does not match filename 'vuejs-expert.agent.md' (expected 'Expert Vue.js Frontend Engineer.agent.md').�[0m
�[31m❌ [agent:Expert Vue.js Frontend Engineer] Agent name 'Expert Vue.js Frontend Engineer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:API Architect] Agent name 'API Architect' does not match filename 'api-architect.agent.md' (expected 'API Architect.agent.md').�[0m
�[31m❌ [agent:API Architect] Agent name 'API Architect' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:LinkedIn Post Writer] Agent name 'LinkedIn Post Writer' does not match filename 'linkedin-post-writer.agent.md' (expected 'LinkedIn Post Writer.agent.md').�[0m
�[31m❌ [agent:LinkedIn Post Writer] Agent name 'LinkedIn Post Writer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:DiffblueCover] Agent name 'DiffblueCover' does not match filename 'diffblue-cover.agent.md' (expected 'DiffblueCover.agent.md').�[0m
�[31m❌ [agent:DiffblueCover] Agent name 'DiffblueCover' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:SE: Product Manager] Agent name 'SE: Product Manager' does not match filename 'se-product-manager-advisor.agent.md' (expected 'SE: Product Manager.agent.md').�[0m
�[31m❌ [agent:SE: Product Manager] Agent name 'SE: Product Manager' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Doublecheck] Agent name 'Doublecheck' does not match filename 'doublecheck.agent.md' (expected 'Doublecheck.agent.md').�[0m
�[31m❌ [agent:Doublecheck] Agent name 'Doublecheck' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Shopify Expert] Agent name 'Shopify Expert' does not match filename 'shopify-expert.agent.md' (expected 'Shopify Expert.agent.md').�[0m
�[31m❌ [agent:Shopify Expert] Agent name 'Shopify Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:QA] Agent name 'QA' does not match filename 'qa-subagent.agent.md' (expected 'QA.agent.md').�[0m
�[31m❌ [agent:QA] Agent name 'QA' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:CAST Imaging Software Discovery Agent] Agent name 'CAST Imaging Software Discovery Agent' does not match filename 'cast-imaging-software-discovery.agent.md' (expected 'CAST Imaging Software Discovery Agent.agent.md').�[0m
�[31m❌ [agent:CAST Imaging Software Discovery Agent] Agent name 'CAST Imaging Software Discovery Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Salesforce UI Development (Aura & LWC)] Agent name 'Salesforce UI Development (Aura & LWC)' does not match filename 'salesforce-aura-lwc.agent.md' (expected 'Salesforce UI Development (Aura & LWC).agent.md').�[0m
�[31m❌ [agent:Salesforce UI Development (Aura & LWC)] Agent name 'Salesforce UI Development (Aura & LWC)' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:GitHub Actions Expert] Agent name 'GitHub Actions Expert' does not match filename 'github-actions-expert.agent.md' (expected 'GitHub Actions Expert.agent.md').�[0m
�[31m❌ [agent:GitHub Actions Expert] Agent name 'GitHub Actions Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Ultimate Transparent Thinking Beast Mode] Agent name 'Ultimate Transparent Thinking Beast Mode' does not match filename 'Ultimate-Transparent-Thinking-Beast-Mode.agent.md' (expected 'Ultimate Transparent Thinking Beast Mode.agent.md').�[0m
�[31m❌ [agent:Ultimate Transparent Thinking Beast Mode] Agent name 'Ultimate Transparent Thinking Beast Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Context7-Expert] Agent name 'Context7-Expert' does not match filename 'context7.agent.md' (expected 'Context7-Expert.agent.md').�[0m
�[31m❌ [agent:Context7-Expert] Agent name 'Context7-Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Platform SRE for Kubernetes] Agent name 'Platform SRE for Kubernetes' does not match filename 'platform-sre-kubernetes.agent.md' (expected 'Platform SRE for Kubernetes.agent.md').�[0m
�[31m❌ [agent:Platform SRE for Kubernetes] Agent name 'Platform SRE for Kubernetes' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Azure Policy Analyzer] Agent name 'Azure Policy Analyzer' does not match filename 'azure-policy-analyzer.agent.md' (expected 'Azure Policy Analyzer.agent.md').�[0m
�[31m❌ [agent:Azure Policy Analyzer] Agent name 'Azure Policy Analyzer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Devils Advocate] Agent name 'Devils Advocate' does not match filename 'devils-advocate.agent.md' (expected 'Devils Advocate.agent.md').�[0m
�[31m❌ [agent:Devils Advocate] Agent name 'Devils Advocate' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Plan Mode - Strategic Planning & Architecture] Agent name 'Plan Mode - Strategic Planning & Architecture' does not match filename 'plan.agent.md' (expected 'Plan Mode - Strategic Planning & Architecture.agent.md').�[0m
�[31m❌ [agent:Plan Mode - Strategic Planning & Architecture] Agent name 'Plan Mode - Strategic Planning & Architecture' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Neon Migration Specialist] Agent name 'Neon Migration Specialist' does not match filename 'neon-migration-specialist.agent.md' (expected 'Neon Migration Specialist.agent.md').�[0m
�[31m❌ [agent:Neon Migration Specialist] Agent name 'Neon Migration Specialist' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Context Architect] Agent name 'Context Architect' does not match filename 'context-architect.agent.md' (expected 'Context Architect.agent.md').�[0m
�[31m❌ [agent:Context Architect] Agent name 'Context Architect' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Playwright Tester Mode] Agent name 'Playwright Tester Mode' does not match filename 'playwright-tester.agent.md' (expected 'Playwright Tester Mode.agent.md').�[0m
�[31m❌ [agent:Playwright Tester Mode] Agent name 'Playwright Tester Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:PagerDuty Incident Responder] Agent name 'PagerDuty Incident Responder' does not match filename 'pagerduty-incident-responder.agent.md' (expected 'PagerDuty Incident Responder.agent.md').�[0m
�[31m❌ [agent:PagerDuty Incident Responder] Agent name 'PagerDuty Incident Responder' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Dynatrace Expert] Agent name 'Dynatrace Expert' does not match filename 'dynatrace-expert.agent.md' (expected 'Dynatrace Expert.agent.md').�[0m
�[31m❌ [agent:Dynatrace Expert] Agent name 'Dynatrace Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Electron Code Review Mode Instructions] Agent name 'Electron Code Review Mode Instructions' does not match filename 'electron-angular-native.agent.md' (expected 'Electron Code Review Mode Instructions.agent.md').�[0m
�[31m❌ [agent:Electron Code Review Mode Instructions] Agent name 'Electron Code Review Mode Instructions' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:.NET Upgrade] Agent name '.NET Upgrade' does not match filename 'dotnet-upgrade.agent.md' (expected '.NET Upgrade.agent.md').�[0m
�[31m❌ [agent:.NET Upgrade] Agent name '.NET Upgrade' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Salesforce Visualforce Development] Agent name 'Salesforce Visualforce Development' does not match filename 'salesforce-visualforce.agent.md' (expected 'Salesforce Visualforce Development.agent.md').�[0m
�[31m❌ [agent:Salesforce Visualforce Development] Agent name 'Salesforce Visualforce Development' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:TDD Refactor Phase - Improve Quality & Security] Agent name 'TDD Refactor Phase - Improve Quality & Security' does not match filename 'tdd-refactor.agent.md' (expected 'TDD Refactor Phase - Improve Quality & Security.agent.md').�[0m
�[31m❌ [agent:TDD Refactor Phase - Improve Quality & Security] Agent name 'TDD Refactor Phase - Improve Quality & Security' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Fedora Linux Expert] Agent name 'Fedora Linux Expert' does not match filename 'fedora-linux-expert.agent.md' (expected 'Fedora Linux Expert.agent.md').�[0m
�[31m❌ [agent:Fedora Linux Expert] Agent name 'Fedora Linux Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Caveman Mode] Agent name 'Caveman Mode' does not match filename 'caveman-mode.agent.md' (expected 'Caveman Mode.agent.md').�[0m
�[31m❌ [agent:Caveman Mode] Agent name 'Caveman Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Rust MCP Expert] Agent name 'Rust MCP Expert' does not match filename 'rust-mcp-expert.agent.md' (expected 'Rust MCP Expert.agent.md').�[0m
�[31m❌ [agent:Rust MCP Expert] Agent name 'Rust MCP Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Bicep Planning] Agent name 'Bicep Planning' does not match filename 'bicep-plan.agent.md' (expected 'Bicep Planning.agent.md').�[0m
�[31m❌ [agent:Bicep Planning] Agent name 'Bicep Planning' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Universal Janitor] Agent name 'Universal Janitor' does not match filename 'janitor.agent.md' (expected 'Universal Janitor.agent.md').�[0m
�[31m❌ [agent:Universal Janitor] Agent name 'Universal Janitor' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Power BI Data Modeling Expert Mode] Agent name 'Power BI Data Modeling Expert Mode' does not match filename 'power-bi-data-modeling-expert.agent.md' (expected 'Power BI Data Modeling Expert Mode.agent.md').�[0m
�[31m❌ [agent:Power BI Data Modeling Expert Mode] Agent name 'Power BI Data Modeling Expert Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:octopus-release-notes-with-mcp] Agent name 'octopus-release-notes-with-mcp' does not match filename 'octopus-deploy-release-notes-mcp.agent.md' (expected 'octopus-release-notes-with-mcp.agent.md').�[0m
�[31m❌ [agent:Mentor mode] Agent name 'Mentor mode' does not match filename 'mentor.agent.md' (expected 'Mentor mode.agent.md').�[0m
�[31m❌ [agent:Mentor mode] Agent name 'Mentor mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Oracle-to-PostgreSQL Migration Expert] Agent name 'Oracle-to-PostgreSQL Migration Expert' does not match filename 'oracle-to-postgres-migration-expert.agent.md' (expected 'Oracle-to-PostgreSQL Migration Expert.agent.md').�[0m
�[31m❌ [agent:Oracle-to-PostgreSQL Migration Expert] Agent name 'Oracle-to-PostgreSQL Migration Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Declarative Agents Architect] Agent name 'Declarative Agents Architect' does not match filename 'declarative-agents-architect.agent.md' (expected 'Declarative Agents Architect.agent.md').�[0m
�[31m❌ [agent:Declarative Agents Architect] Agent name 'Declarative Agents Architect' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Declarative Agents Architect] Agent has no description — required.�[0m
�[31m❌ [agent:Frontend Performance Investigator] Agent name 'Frontend Performance Investigator' does not match filename 'frontend-performance-investigator.agent.md' (expected 'Frontend Performance Investigator.agent.md').�[0m
�[31m❌ [agent:Frontend Performance Investigator] Agent name 'Frontend Performance Investigator' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Terraform IaC Reviewer] Agent name 'Terraform IaC Reviewer' does not match filename 'terraform-iac-reviewer.agent.md' (expected 'Terraform IaC Reviewer.agent.md').�[0m
�[31m❌ [agent:Terraform IaC Reviewer] Agent name 'Terraform IaC Reviewer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:C#/.NET Janitor] Agent name 'C#/.NET Janitor' does not match filename 'csharp-dotnet-janitor.agent.md' (expected 'C#/.NET Janitor.agent.md').�[0m
�[31m❌ [agent:C#/.NET Janitor] Agent name 'C#/.NET Janitor' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Technical Debt Remediation Plan] Agent name 'Technical Debt Remediation Plan' does not match filename 'tech-debt-remediation-plan.agent.md' (expected 'Technical Debt Remediation Plan.agent.md').�[0m
�[31m❌ [agent:Technical Debt Remediation Plan] Agent name 'Technical Debt Remediation Plan' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Amplitude Experiment Implementation] Agent name 'Amplitude Experiment Implementation' does not match filename 'amplitude-experiment-implementation.agent.md' (expected 'Amplitude Experiment Implementation.agent.md').�[0m
�[31m❌ [agent:Amplitude Experiment Implementation] Agent name 'Amplitude Experiment Implementation' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:WG Code Sentinel] Agent name 'WG Code Sentinel' does not match filename 'wg-code-sentinel.agent.md' (expected 'WG Code Sentinel.agent.md').�[0m
�[31m❌ [agent:WG Code Sentinel] Agent name 'WG Code Sentinel' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:MS-SQL Database Administrator] Agent name 'MS-SQL Database Administrator' does not match filename 'ms-sql-dba.agent.md' (expected 'MS-SQL Database Administrator.agent.md').�[0m
�[31m❌ [agent:MS-SQL Database Administrator] Agent name 'MS-SQL Database Administrator' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Accessibility Runtime Tester] Agent name 'Accessibility Runtime Tester' does not match filename 'accessibility-runtime-tester.agent.md' (expected 'Accessibility Runtime Tester.agent.md').�[0m
�[31m❌ [agent:Accessibility Runtime Tester] Agent name 'Accessibility Runtime Tester' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:SAST/SCA Security Analyzer] Agent name 'SAST/SCA Security Analyzer' does not match filename 'sast-sca-security-analyzer.agent.md' (expected 'SAST/SCA Security Analyzer.agent.md').�[0m
�[31m❌ [agent:SAST/SCA Security Analyzer] Agent name 'SAST/SCA Security Analyzer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Idea Generator] Agent name 'Idea Generator' does not match filename 'simple-app-idea-generator.agent.md' (expected 'Idea Generator.agent.md').�[0m
�[31m❌ [agent:Idea Generator] Agent name 'Idea Generator' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:New Relic Incident Response Agent] Agent name 'New Relic Incident Response Agent' does not match filename 'new-relic-incident-response.agent.md' (expected 'New Relic Incident Response Agent.agent.md').�[0m
�[31m❌ [agent:New Relic Incident Response Agent] Agent name 'New Relic Incident Response Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:MCP M365 Agent Expert] Agent name 'MCP M365 Agent Expert' does not match filename 'mcp-m365-agent-expert.agent.md' (expected 'MCP M365 Agent Expert.agent.md').�[0m
�[31m❌ [agent:MCP M365 Agent Expert] Agent name 'MCP M365 Agent Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Ember] Agent name 'Ember' does not match filename 'ember.agent.md' (expected 'Ember.agent.md').�[0m
�[31m❌ [agent:Ember] Agent name 'Ember' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Create PRD Chat Mode] Agent name 'Create PRD Chat Mode' does not match filename 'prd.agent.md' (expected 'Create PRD Chat Mode.agent.md').�[0m
�[31m❌ [agent:Create PRD Chat Mode] Agent name 'Create PRD Chat Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Python MCP Server Expert] Agent name 'Python MCP Server Expert' does not match filename 'python-mcp-expert.agent.md' (expected 'Python MCP Server Expert.agent.md').�[0m
�[31m❌ [agent:Python MCP Server Expert] Agent name 'Python MCP Server Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Senior Cloud Architect] Agent name 'Senior Cloud Architect' does not match filename 'arch.agent.md' (expected 'Senior Cloud Architect.agent.md').�[0m
�[31m❌ [agent:Senior Cloud Architect] Agent name 'Senior Cloud Architect' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Modernization Agent] Agent name 'Modernization Agent' does not match filename 'modernization.agent.md' (expected 'Modernization Agent.agent.md').�[0m
�[31m❌ [agent:Modernization Agent] Agent name 'Modernization Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:OpenAPI to Application Generator] Agent name 'OpenAPI to Application Generator' does not match filename 'openapi-to-application.agent.md' (expected 'OpenAPI to Application Generator.agent.md').�[0m
�[31m❌ [agent:OpenAPI to Application Generator] Agent name 'OpenAPI to Application Generator' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:MAUI Expert] Agent name 'MAUI Expert' does not match filename 'dotnet-maui.agent.md' (expected 'MAUI Expert.agent.md').�[0m
�[31m❌ [agent:MAUI Expert] Agent name 'MAUI Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Power Platform Expert] Agent name 'Power Platform Expert' does not match filename 'power-platform-expert.agent.md' (expected 'Power Platform Expert.agent.md').�[0m
�[31m❌ [agent:Power Platform Expert] Agent name 'Power Platform Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:AEM Front-End Specialist] Agent name 'AEM Front-End Specialist' does not match filename 'aem-frontend-specialist.agent.md' (expected 'AEM Front-End Specialist.agent.md').�[0m
�[31m❌ [agent:AEM Front-End Specialist] Agent name 'AEM Front-End Specialist' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Debug Mode Instructions] Agent name 'Debug Mode Instructions' does not match filename 'debug.agent.md' (expected 'Debug Mode Instructions.agent.md').�[0m
�[31m❌ [agent:Debug Mode Instructions] Agent name 'Debug Mode Instructions' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Azure SaaS Architect mode instructions] Agent name 'Azure SaaS Architect mode instructions' does not match filename 'azure-saas-architect.agent.md' (expected 'Azure SaaS Architect mode instructions.agent.md').�[0m
�[31m❌ [agent:Azure SaaS Architect mode instructions] Agent name 'Azure SaaS Architect mode instructions' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Principal software engineer] Agent name 'Principal software engineer' does not match filename 'principal-software-engineer.agent.md' (expected 'Principal software engineer.agent.md').�[0m
�[31m❌ [agent:Principal software engineer] Agent name 'Principal software engineer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Prompt Builder] Agent name 'Prompt Builder' does not match filename 'prompt-builder.agent.md' (expected 'Prompt Builder.agent.md').�[0m
�[31m❌ [agent:Prompt Builder] Agent name 'Prompt Builder' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Specification] Agent name 'Specification' does not match filename 'specification.agent.md' (expected 'Specification.agent.md').�[0m
�[31m❌ [agent:Specification] Agent name 'Specification' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:PostgreSQL Database Administrator] Agent name 'PostgreSQL Database Administrator' does not match filename 'postgresql-dba.agent.md' (expected 'PostgreSQL Database Administrator.agent.md').�[0m
�[31m❌ [agent:PostgreSQL Database Administrator] Agent name 'PostgreSQL Database Administrator' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Search & AI Optimization Expert] Agent name 'Search & AI Optimization Expert' does not match filename 'search-ai-optimization-expert.agent.md' (expected 'Search & AI Optimization Expert.agent.md').�[0m
�[31m❌ [agent:Search & AI Optimization Expert] Agent name 'Search & AI Optimization Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Python Notebook Sample Builder] Agent name 'Python Notebook Sample Builder' does not match filename 'python-notebook-sample-builder.agent.md' (expected 'Python Notebook Sample Builder.agent.md').�[0m
�[31m❌ [agent:Python Notebook Sample Builder] Agent name 'Python Notebook Sample Builder' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Comet Opik] Agent name 'Comet Opik' does not match filename 'comet-opik.agent.md' (expected 'Comet Opik.agent.md').�[0m
�[31m❌ [agent:Comet Opik] Agent name 'Comet Opik' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Java MCP Expert] Agent name 'Java MCP Expert' does not match filename 'java-mcp-expert.agent.md' (expected 'Java MCP Expert.agent.md').�[0m
�[31m❌ [agent:Java MCP Expert] Agent name 'Java MCP Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Expert .NET software engineer mode instructions] Agent name 'Expert .NET software engineer mode instructions' does not match filename 'expert-dotnet-software-engineer.agent.md' (expected 'Expert .NET software engineer mode instructions.agent.md').�[0m
�[31m❌ [agent:Expert .NET software engineer mode instructions] Agent name 'Expert .NET software engineer mode instructions' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Power Platform MCP Integration Expert] Agent name 'Power Platform MCP Integration Expert' does not match filename 'power-platform-mcp-integration-expert.agent.md' (expected 'Power Platform MCP Integration Expert.agent.md').�[0m
�[31m❌ [agent:Power Platform MCP Integration Expert] Agent name 'Power Platform MCP Integration Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:VSCode Tour Expert] Agent name 'VSCode Tour Expert' does not match filename 'code-tour.agent.md' (expected 'VSCode Tour Expert.agent.md').�[0m
�[31m❌ [agent:VSCode Tour Expert] Agent name 'VSCode Tour Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Task Planner Instructions] Agent name 'Task Planner Instructions' does not match filename 'task-planner.agent.md' (expected 'Task Planner Instructions.agent.md').�[0m
�[31m❌ [agent:Task Planner Instructions] Agent name 'Task Planner Instructions' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Azure AVM Terraform mode] Agent name 'Azure AVM Terraform mode' does not match filename 'azure-verified-modules-terraform.agent.md' (expected 'Azure AVM Terraform mode.agent.md').�[0m
�[31m❌ [agent:Azure AVM Terraform mode] Agent name 'Azure AVM Terraform mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:SE: UX Designer] Agent name 'SE: UX Designer' does not match filename 'se-ux-ui-designer.agent.md' (expected 'SE: UX Designer.agent.md').�[0m
�[31m❌ [agent:SE: UX Designer] Agent name 'SE: UX Designer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Demonstrate Understanding mode instructions] Agent name 'Demonstrate Understanding mode instructions' does not match filename 'demonstrate-understanding.agent.md' (expected 'Demonstrate Understanding mode instructions.agent.md').�[0m
�[31m❌ [agent:Demonstrate Understanding mode instructions] Agent name 'Demonstrate Understanding mode instructions' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Azure Terraform Infrastructure Planning] Agent name 'Azure Terraform Infrastructure Planning' does not match filename 'terraform-azure-planning.agent.md' (expected 'Azure Terraform Infrastructure Planning.agent.md').�[0m
�[31m❌ [agent:Azure Terraform Infrastructure Planning] Agent name 'Azure Terraform Infrastructure Planning' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Project Documenter] Agent name 'Project Documenter' does not match filename 'project-documenter.agent.md' (expected 'Project Documenter.agent.md').�[0m
�[31m❌ [agent:Project Documenter] Agent name 'Project Documenter' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Technical spike research mode] Agent name 'Technical spike research mode' does not match filename 'research-technical-spike.agent.md' (expected 'Technical spike research mode.agent.md').�[0m
�[31m❌ [agent:Technical spike research mode] Agent name 'Technical spike research mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:WinUI 3 Expert] Agent name 'WinUI 3 Expert' does not match filename 'winui3-expert.agent.md' (expected 'WinUI 3 Expert.agent.md').�[0m
�[31m❌ [agent:WinUI 3 Expert] Agent name 'WinUI 3 Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:C++ Expert] Agent name 'C++ Expert' does not match filename 'expert-cpp-software-engineer.agent.md' (expected 'C++ Expert.agent.md').�[0m
�[31m❌ [agent:C++ Expert] Agent name 'C++ Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:SE: Tech Writer] Agent name 'SE: Tech Writer' does not match filename 'se-technical-writer.agent.md' (expected 'SE: Tech Writer.agent.md').�[0m
�[31m❌ [agent:SE: Tech Writer] Agent name 'SE: Tech Writer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Polyglot Test Planner] Agent name 'Polyglot Test Planner' does not match filename 'polyglot-test-planner.agent.md' (expected 'Polyglot Test Planner.agent.md').�[0m
�[31m❌ [agent:Polyglot Test Planner] Agent name 'Polyglot Test Planner' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:SWE] Agent name 'SWE' does not match filename 'swe-subagent.agent.md' (expected 'SWE.agent.md').�[0m
�[31m❌ [agent:SWE] Agent name 'SWE' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Polyglot Test Linter] Agent name 'Polyglot Test Linter' does not match filename 'polyglot-test-linter.agent.md' (expected 'Polyglot Test Linter.agent.md').�[0m
�[31m❌ [agent:Polyglot Test Linter] Agent name 'Polyglot Test Linter' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Azure Terraform IaC Implementation Specialist] Agent name 'Azure Terraform IaC Implementation Specialist' does not match filename 'terraform-azure-implement.agent.md' (expected 'Azure Terraform IaC Implementation Specialist.agent.md').�[0m
�[31m❌ [agent:Azure Terraform IaC Implementation Specialist] Agent name 'Azure Terraform IaC Implementation Specialist' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Atlassian Requirements to Jira] Agent name 'Atlassian Requirements to Jira' does not match filename 'atlassian-requirements-to-jira.agent.md' (expected 'Atlassian Requirements to Jira.agent.md').�[0m
�[31m❌ [agent:Atlassian Requirements to Jira] Agent name 'Atlassian Requirements to Jira' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:SE: DevOps/CI] Agent name 'SE: DevOps/CI' does not match filename 'se-gitops-ci-specialist.agent.md' (expected 'SE: DevOps/CI.agent.md').�[0m
�[31m❌ [agent:SE: DevOps/CI] Agent name 'SE: DevOps/CI' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Repo Architect Agent] Agent name 'Repo Architect Agent' does not match filename 'repo-architect.agent.md' (expected 'Repo Architect Agent.agent.md').�[0m
�[31m❌ [agent:Repo Architect Agent] Agent name 'Repo Architect Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:elasticsearch-agent] Agent name 'elasticsearch-agent' does not match filename 'elasticsearch-observability.agent.md' (expected 'elasticsearch-agent.agent.md').�[0m
�[31m❌ [agent:Markdown Accessibility Assistant] Agent name 'Markdown Accessibility Assistant' does not match filename 'markdown-accessibility-assistant.agent.md' (expected 'Markdown Accessibility Assistant.agent.md').�[0m
�[31m❌ [agent:Markdown Accessibility Assistant] Agent name 'Markdown Accessibility Assistant' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Kusto Assistant] Agent name 'Kusto Assistant' does not match filename 'kusto-assistant.agent.md' (expected 'Kusto Assistant.agent.md').�[0m
�[31m❌ [agent:Kusto Assistant] Agent name 'Kusto Assistant' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:CAST Imaging Structural Quality Advisor Agent] Agent name 'CAST Imaging Structural Quality Advisor Agent' does not match filename 'cast-imaging-structural-quality-advisor.agent.md' (expected 'CAST Imaging Structural Quality Advisor Agent.agent.md').�[0m
�[31m❌ [agent:CAST Imaging Structural Quality Advisor Agent] Agent name 'CAST Imaging Structural Quality Advisor Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:WG Code Alchemist] Agent name 'WG Code Alchemist' does not match filename 'wg-code-alchemist.agent.md' (expected 'WG Code Alchemist.agent.md').�[0m
�[31m❌ [agent:WG Code Alchemist] Agent name 'WG Code Alchemist' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:TypeScript MCP Server Expert] Agent name 'TypeScript MCP Server Expert' does not match filename 'typescript-mcp-expert.agent.md' (expected 'TypeScript MCP Server Expert.agent.md').�[0m
�[31m❌ [agent:TypeScript MCP Server Expert] Agent name 'TypeScript MCP Server Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Azure Logic Apps Expert Mode] Agent name 'Azure Logic Apps Expert Mode' does not match filename 'azure-logic-apps-expert.agent.md' (expected 'Azure Logic Apps Expert Mode.agent.md').�[0m
�[31m❌ [agent:Azure Logic Apps Expert Mode] Agent name 'Azure Logic Apps Expert Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Arch Linux Expert] Agent name 'Arch Linux Expert' does not match filename 'arch-linux-expert.agent.md' (expected 'Arch Linux Expert.agent.md').�[0m
�[31m❌ [agent:Arch Linux Expert] Agent name 'Arch Linux Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Terratest Module Testing] Agent name 'Terratest Module Testing' does not match filename 'terratest-module-testing.agent.md' (expected 'Terratest Module Testing.agent.md').�[0m
�[31m❌ [agent:Terratest Module Testing] Agent name 'Terratest Module Testing' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:DevOps Expert] Agent name 'DevOps Expert' does not match filename 'devops-expert.agent.md' (expected 'DevOps Expert.agent.md').�[0m
�[31m❌ [agent:DevOps Expert] Agent name 'DevOps Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Monday Bug Context Fixer] Agent name 'Monday Bug Context Fixer' does not match filename 'monday-bug-fixer.agent.md' (expected 'Monday Bug Context Fixer.agent.md').�[0m
�[31m❌ [agent:Monday Bug Context Fixer] Agent name 'Monday Bug Context Fixer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Swift MCP Expert] Agent name 'Swift MCP Expert' does not match filename 'swift-mcp-expert.agent.md' (expected 'Swift MCP Expert.agent.md').�[0m
�[31m❌ [agent:Swift MCP Expert] Agent name 'Swift MCP Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Azure AVM Bicep mode] Agent name 'Azure AVM Bicep mode' does not match filename 'azure-verified-modules-bicep.agent.md' (expected 'Azure AVM Bicep mode.agent.md').�[0m
�[31m❌ [agent:Azure AVM Bicep mode] Agent name 'Azure AVM Bicep mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Ruby MCP Expert] Agent name 'Ruby MCP Expert' does not match filename 'ruby-mcp-expert.agent.md' (expected 'Ruby MCP Expert.agent.md').�[0m
�[31m❌ [agent:Ruby MCP Expert] Agent name 'Ruby MCP Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Agent Governance Reviewer] Agent name 'Agent Governance Reviewer' does not match filename 'agent-governance-reviewer.agent.md' (expected 'Agent Governance Reviewer.agent.md').�[0m
�[31m❌ [agent:Agent Governance Reviewer] Agent name 'Agent Governance Reviewer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:SE: Security] Agent name 'SE: Security' does not match filename 'se-security-reviewer.agent.md' (expected 'SE: Security.agent.md').�[0m
�[31m❌ [agent:SE: Security] Agent name 'SE: Security' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:PHP MCP Expert] Agent name 'PHP MCP Expert' does not match filename 'php-mcp-expert.agent.md' (expected 'PHP MCP Expert.agent.md').�[0m
�[31m❌ [agent:PHP MCP Expert] Agent name 'PHP MCP Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:CentOS Linux Expert] Agent name 'CentOS Linux Expert' does not match filename 'centos-linux-expert.agent.md' (expected 'CentOS Linux Expert.agent.md').�[0m
�[31m❌ [agent:CentOS Linux Expert] Agent name 'CentOS Linux Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:TDD Green Phase - Make Tests Pass Quickly] Agent name 'TDD Green Phase - Make Tests Pass Quickly' does not match filename 'tdd-green.agent.md' (expected 'TDD Green Phase - Make Tests Pass Quickly.agent.md').�[0m
�[31m❌ [agent:TDD Green Phase - Make Tests Pass Quickly] Agent name 'TDD Green Phase - Make Tests Pass Quickly' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Critical thinking mode instructions] Agent name 'Critical thinking mode instructions' does not match filename 'critical-thinking.agent.md' (expected 'Critical thinking mode instructions.agent.md').�[0m
�[31m❌ [agent:Critical thinking mode instructions] Agent name 'Critical thinking mode instructions' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:PySpark Expert Agent] Agent name 'PySpark Expert Agent' does not match filename 'spark-performance.agent.md' (expected 'PySpark Expert Agent.agent.md').�[0m
�[31m❌ [agent:PySpark Expert Agent] Agent name 'PySpark Expert Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Salesforce Flow Development] Agent name 'Salesforce Flow Development' does not match filename 'salesforce-flow.agent.md' (expected 'Salesforce Flow Development.agent.md').�[0m
�[31m❌ [agent:Salesforce Flow Development] Agent name 'Salesforce Flow Development' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Planning mode instructions] Agent name 'Planning mode instructions' does not match filename 'planner.agent.md' (expected 'Planning mode instructions.agent.md').�[0m
�[31m❌ [agent:Planning mode instructions] Agent name 'Planning mode instructions' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Bicep Specialist] Agent name 'Bicep Specialist' does not match filename 'bicep-implement.agent.md' (expected 'Bicep Specialist.agent.md').�[0m
�[31m❌ [agent:Bicep Specialist] Agent name 'Bicep Specialist' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Polyglot Test Fixer] Agent name 'Polyglot Test Fixer' does not match filename 'polyglot-test-fixer.agent.md' (expected 'Polyglot Test Fixer.agent.md').�[0m
�[31m❌ [agent:Polyglot Test Fixer] Agent name 'Polyglot Test Fixer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Accessibility Expert] Agent name 'Accessibility Expert' does not match filename 'accessibility.agent.md' (expected 'Accessibility Expert.agent.md').�[0m
�[31m❌ [agent:Accessibility Expert] Agent name 'Accessibility Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Next.js Expert] Agent name 'Next.js Expert' does not match filename 'expert-nextjs-developer.agent.md' (expected 'Next.js Expert.agent.md').�[0m
�[31m❌ [agent:Next.js Expert] Agent name 'Next.js Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:GitHub Actions Node Runtime Upgrade] Agent name 'GitHub Actions Node Runtime Upgrade' does not match filename 'github-actions-node-upgrade.agent.md' (expected 'GitHub Actions Node Runtime Upgrade.agent.md').�[0m
�[31m❌ [agent:GitHub Actions Node Runtime Upgrade] Agent name 'GitHub Actions Node Runtime Upgrade' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:ADR Generator] Agent name 'ADR Generator' does not match filename 'adr-generator.agent.md' (expected 'ADR Generator.agent.md').�[0m
�[31m❌ [agent:ADR Generator] Agent name 'ADR Generator' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Microsoft Learn Contributor] Agent name 'Microsoft Learn Contributor' does not match filename 'microsoft_learn_contributor.agent.md' (expected 'Microsoft Learn Contributor.agent.md').�[0m
�[31m❌ [agent:Microsoft Learn Contributor] Agent name 'Microsoft Learn Contributor' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Expert Nuxt Developer] Agent name 'Expert Nuxt Developer' does not match filename 'nuxt-expert.agent.md' (expected 'Expert Nuxt Developer.agent.md').�[0m
�[31m❌ [agent:Expert Nuxt Developer] Agent name 'Expert Nuxt Developer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:VS Code Insiders Accessibility Tracker] Agent name 'VS Code Insiders Accessibility Tracker' does not match filename 'insiders-a11y-tracker.agent.md' (expected 'VS Code Insiders Accessibility Tracker.agent.md').�[0m
�[31m❌ [agent:VS Code Insiders Accessibility Tracker] Agent name 'VS Code Insiders Accessibility Tracker' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Polyglot Test Tester] Agent name 'Polyglot Test Tester' does not match filename 'polyglot-test-tester.agent.md' (expected 'Polyglot Test Tester.agent.md').�[0m
�[31m❌ [agent:Polyglot Test Tester] Agent name 'Polyglot Test Tester' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Kotlin MCP Server Development Expert] Agent name 'Kotlin MCP Server Development Expert' does not match filename 'kotlin-mcp-expert.agent.md' (expected 'Kotlin MCP Server Development Expert.agent.md').�[0m
�[31m❌ [agent:Kotlin MCP Server Development Expert] Agent name 'Kotlin MCP Server Development Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:High-Level Big Picture Architect (HLBPA)] Agent name 'High-Level Big Picture Architect (HLBPA)' does not match filename 'hlbpa.agent.md' (expected 'High-Level Big Picture Architect (HLBPA).agent.md').�[0m
�[31m❌ [agent:High-Level Big Picture Architect (HLBPA)] Agent name 'High-Level Big Picture Architect (HLBPA)' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Scientific Paper Research] Agent name 'Scientific Paper Research' does not match filename 'scientific-paper-research.agent.md' (expected 'Scientific Paper Research.agent.md').�[0m
�[31m❌ [agent:Scientific Paper Research] Agent name 'Scientific Paper Research' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Sensei - Junior Mentor] Agent name 'Sensei - Junior Mentor' does not match filename 'mentoring-juniors.agent.md' (expected 'Sensei - Junior Mentor.agent.md').�[0m
�[31m❌ [agent:Sensei - Junior Mentor] Agent name 'Sensei - Junior Mentor' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:KubeStellar Console] Agent name 'KubeStellar Console' does not match filename 'kubestellar-console.agent.md' (expected 'KubeStellar Console.agent.md').�[0m
�[31m❌ [agent:KubeStellar Console] Agent name 'KubeStellar Console' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Azure Smart City IoT Architect] Agent name 'Azure Smart City IoT Architect' does not match filename 'azure-smart-city-iot-architect.agent.md' (expected 'Azure Smart City IoT Architect.agent.md').�[0m
�[31m❌ [agent:Azure Smart City IoT Architect] Agent name 'Azure Smart City IoT Architect' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:arm-migration-agent] Agent name 'arm-migration-agent' does not match filename 'arm-migration.agent.md' (expected 'arm-migration-agent.agent.md').�[0m
�[31m❌ [agent:Power BI DAX Expert Mode] Agent name 'Power BI DAX Expert Mode' does not match filename 'power-bi-dax-expert.agent.md' (expected 'Power BI DAX Expert Mode.agent.md').�[0m
�[31m❌ [agent:Power BI DAX Expert Mode] Agent name 'Power BI DAX Expert Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Polyglot Test Implementer] Agent name 'Polyglot Test Implementer' does not match filename 'polyglot-test-implementer.agent.md' (expected 'Polyglot Test Implementer.agent.md').�[0m
�[31m❌ [agent:Polyglot Test Implementer] Agent name 'Polyglot Test Implementer' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Go MCP Server Development Expert] Agent name 'Go MCP Server Development Expert' does not match filename 'go-mcp-expert.agent.md' (expected 'Go MCP Server Development Expert.agent.md').�[0m
�[31m❌ [agent:Go MCP Server Development Expert] Agent name 'Go MCP Server Development Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Drupal Expert] Agent name 'Drupal Expert' does not match filename 'drupal-expert.agent.md' (expected 'Drupal Expert.agent.md').�[0m
�[31m❌ [agent:Drupal Expert] Agent name 'Drupal Expert' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Salesforce Expert Agent] Agent name 'Salesforce Expert Agent' does not match filename 'salesforce-expert.agent.md' (expected 'Salesforce Expert Agent.agent.md').�[0m
�[31m❌ [agent:Salesforce Expert Agent] Agent name 'Salesforce Expert Agent' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Salesforce Apex & Triggers Development] Agent name 'Salesforce Apex & Triggers Development' does not match filename 'salesforce-apex-triggers.agent.md' (expected 'Salesforce Apex & Triggers Development.agent.md').�[0m
�[31m❌ [agent:Salesforce Apex & Triggers Development] Agent name 'Salesforce Apex & Triggers Development' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Implementation Plan Generation Mode] Agent name 'Implementation Plan Generation Mode' does not match filename 'implementation-plan.agent.md' (expected 'Implementation Plan Generation Mode.agent.md').�[0m
�[31m❌ [agent:Implementation Plan Generation Mode] Agent name 'Implementation Plan Generation Mode' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Polyglot Test Researcher] Agent name 'Polyglot Test Researcher' does not match filename 'polyglot-test-researcher.agent.md' (expected 'Polyglot Test Researcher.agent.md').�[0m
�[31m❌ [agent:Polyglot Test Researcher] Agent name 'Polyglot Test Researcher' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
�[31m❌ [agent:Universal PR Comment Addresser] Agent name 'Universal PR Comment Addresser' does not match filename 'address-comments.agent.md' (expected 'Universal PR Comment Addresser.agent.md').�[0m
�[31m❌ [agent:Universal PR Comment Addresser] Agent name 'Universal PR Comment Addresser' contains invalid characters — must be lowercase alphanumeric and hyphens only.�[0m
Validated 219 agent(s)

{Ansi.Red}Agent spec conformance failures — fix the errors above.{Ansi.Reset}

[phakinpecthmaekin-commits]

Skill Quality Report — 2026-05-12

341 skills and 219 agents scanned.

Severity	Count
⛔ Errors	374
⚠️ Warnings	321
ℹ️ Advisories	0

---

Note: Detailed output is posted in the comments below (too large for the discussion body).

---

Generated by the Skill Validator nightly scan.

Pushing commits to a remote repository

Use git push to push commits made on your local branch to a remote repository.

About git push

The git push command takes two arguments:

• A remote name, for example, origin
• A branch name, for example, main

For example:

git push REMOTE-NAME BRANCH-NAME

As an example, you usually run git push origin main to push your local changes
to your online repository.

Renaming branches

To rename a branch, you'd use the same git push command, but you would add
one more argument: the name of the new branch. For example:

git push REMOTE-NAME LOCAL-BRANCH-NAME:REMOTE-BRANCH-NAME

This pushes the LOCAL-BRANCH-NAME to your REMOTE-NAME, but it is renamed to REMOTE-BRANCH-NAME.

Dealing with "non-fast-forward" errors

If your local copy of a repository is out of sync with, or "behind," the upstream
repository you're pushing to, you'll get a message saying non-fast-forward updates were rejected.
This means that you must retrieve, or "fetch," the upstream changes, before
you are able to push your local changes.

For more information on this error, see Dealing with non-fast-forward errors.

Resolving blocked commits

To maintain the security of the repository you're pushing to, GitHub's push protection automatically protects you from accidentally committing secrets to public repositories on GitHub.com. Exposed secrets can pose serious security risks to your repository and your supply chain.
If GitHub detects that the commit you're attempting to push contains a supported secret, it blocks the push. In order to resolve the block, you should either:

• Remove the secret from your commit(s). For more information, see Resolving a blocked push.
• Follow the provided URL to see options to allow the push. For more information, see Bypassing push protection

To learn more about push protection, see Managing push protection for users.

Pushing tags

By default, and without additional parameters, git push sends all matching branches
that have the same names as remote branches.

To push a single tag, you can issue the same command as pushing a branch:

git push REMOTE-NAME TAG-NAME

To push all your tags, you can type the command:

git push REMOTE-NAME --tags

Deleting a remote branch or tag

The syntax to delete a branch is a bit arcane at first glance:

git push REMOTE-NAME :BRANCH-NAME

Note that there is a space before the colon. The command resembles the same steps
you'd take to rename a branch. However, here, you're telling Git to push nothing
into BRANCH-NAME on REMOTE-NAME. Because of this, git push deletes the branch
on the remote repository.

Remotes and forks

You might already know that you can "fork" repositories on GitHub.

When you clone a repository you own, you provide it with a remote URL that tells
Git where to fetch and push updates. If you want to collaborate with the original
repository, you'd add a new remote URL, typically called upstream, to
your local Git clone:

git remote add upstream THEIR_REMOTE_URL

Now, you can fetch updates and branches from their fork:

git fetch upstream
# Grab the upstream remote's branches
> remote: Counting objects: 75, done.
> remote: Compressing objects: 100% (53/53), done.
> remote: Total 62 (delta 27), reused 44 (delta 9)
> Unpacking objects: 100% (62/62), done.
> From https://github.com/OCTOCAT/REPO
>  * [new branch]      main     -> upstream/main

When you're done making local changes, you can push your local branch to GitHub
and initiate a pull request.

For more information on working with forks, see Syncing a fork.

Further reading

• The "Remotes" chapter from the "Pro Git" book
• git remote main page
• Git cheatsheet
• Git workflows
• Git Handbook
• Troubleshooting the 2 GiB push limit

[phakinpecthmaekin-commits]

Pushing commits to a remote repository

Use git push to push commits made on your local branch to a remote repository.

About git push

The git push command takes two arguments:

• A remote name, for example, origin
• A branch name, for example, main

For example:

git push REMOTE-NAME BRANCH-NAME

As an example, you usually run git push origin main to push your local changes
to your online repository.

Renaming branches

To rename a branch, you'd use the same git push command, but you would add
one more argument: the name of the new branch. For example:

git push REMOTE-NAME LOCAL-BRANCH-NAME:REMOTE-BRANCH-NAME

This pushes the LOCAL-BRANCH-NAME to your REMOTE-NAME, but it is renamed to REMOTE-BRANCH-NAME.

Dealing with "non-fast-forward" errors

If your local copy of a repository is out of sync with, or "behind," the upstream
repository you're pushing to, you'll get a message saying non-fast-forward updates were rejected.
This means that you must retrieve, or "fetch," the upstream changes, before
you are able to push your local changes.

For more information on this error, see Dealing with non-fast-forward errors.

Resolving blocked commits

To maintain the security of the repository you're pushing to, GitHub's push protection automatically protects you from accidentally committing secrets to public repositories on GitHub.com. Exposed secrets can pose serious security risks to your repository and your supply chain.
If GitHub detects that the commit you're attempting to push contains a supported secret, it blocks the push. In order to resolve the block, you should either:

• Remove the secret from your commit(s). For more information, see Resolving a blocked push.
• Follow the provided URL to see options to allow the push. For more information, see Bypassing push protection

To learn more about push protection, see Managing push protection for users.

Pushing tags

By default, and without additional parameters, git push sends all matching branches
that have the same names as remote branches.

To push a single tag, you can issue the same command as pushing a branch:

git push REMOTE-NAME TAG-NAME

To push all your tags, you can type the command:

git push REMOTE-NAME --tags

Deleting a remote branch or tag

The syntax to delete a branch is a bit arcane at first glance:

git push REMOTE-NAME :BRANCH-NAME

Note that there is a space before the colon. The command resembles the same steps
you'd take to rename a branch. However, here, you're telling Git to push nothing
into BRANCH-NAME on REMOTE-NAME. Because of this, git push deletes the branch
on the remote repository.

Remotes and forks

You might already know that you can "fork" repositories on GitHub.

When you clone a repository you own, you provide it with a remote URL that tells
Git where to fetch and push updates. If you want to collaborate with the original
repository, you'd add a new remote URL, typically called upstream, to
your local Git clone:

git remote add upstream THEIR_REMOTE_URL

Now, you can fetch updates and branches from their fork:

git fetch upstream
# Grab the upstream remote's branches
> remote: Counting objects: 75, done.
> remote: Compressing objects: 100% (53/53), done.
> remote: Total 62 (delta 27), reused 44 (delta 9)
> Unpacking objects: 100% (62/62), done.
> From https://github.com/OCTOCAT/REPO
>  * [new branch]      main     -> upstream/main

When you're done making local changes, you can push your local branch to GitHub
and initiate a pull request.

For more information on working with forks, see Syncing a fork.

Further reading

• The "Remotes" chapter from the "Pro Git" book
• git remote main page
• Git cheatsheet
• Git workflows
• Git Handbook
• Troubleshooting the 2 GiB push limit