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Add t2i skill for text-to-image CLI generation#1455

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elbruno wants to merge 2 commits intogithub:stagedfrom
elbruno:add-t2i-skill
Open

Add t2i skill for text-to-image CLI generation#1455
elbruno wants to merge 2 commits intogithub:stagedfrom
elbruno:add-t2i-skill

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@elbruno elbruno commented Apr 20, 2026

Adds a new skill, t2i, that teaches AI agents (GitHub Copilot, Claude Code, MCP-aware assistants) how to use the t2i CLI to generate AI images from text prompts via Microsoft Foundry image-generation providers (FLUX.2, MAI-Image-2).

The skill activates when the user asks to:

  • Generate images from prompts at the terminal
  • Automate image creation in scripts or build pipelines
  • Set up image generation in CI/CD
  • Discover available providers or configure t2i

Source repository: https://github.com/elbruno/ElBruno.Text2Image
NuGet package: ElBruno.Text2Image.Cli
Install: dotnet tool install -g ElBruno.Text2Image.Cli

This skill is auto-emitted by t2i init, so the upstream version in this repo and the copy shipped by the CLI stay in sync.

Paid-service disclosure

Per discussion #968: the t2i CLI itself is free and open-source (MIT). Image generation, however, requires a Microsoft Foundry deployment of FLUX.2 or MAI-Image-2, which is a paid Azure
service
. The skill documents this in the Prerequisites section, and the CLI runs entirely against the user's own Azure credentials — no shared/hosted endpoint is provided.


Type of Contribution

  • New skill file.

Additional Notes

Tested locally:

  • npm run skill:validate✅ t2i is valid
  • npm run build → only adds the t2i row to docs/README.skills.md (included in the
    PR)

github-actions bot and others added 2 commits April 20, 2026 05:09
Adds a skill teaching agents how to use the t2i CLI
(https://github.com/elbruno/ElBruno.Text2Image) to generate AI images
from text prompts via Microsoft Foundry providers (FLUX.2, MAI-Image-2).

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot AI review requested due to automatic review settings April 20, 2026 16:03
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🔍 Skill Validator Results

⛔ Findings need attention

Scope Checked
Skills 134
Agents 1
Total 135
Severity Count
--- ---:
❌ Errors 19
⚠️ Warnings 127
ℹ️ Advisories 0

Summary

Level Finding
[geofeed-tuner] File reference './run/data/report-data.json' is 2 directories deep — maximum is 1 level from SKILL.md.
[geofeed-tuner] File reference 'assets/example/01-user-input-rfc8805-feed.csv' is 2 directories deep — maximum is 1 level from SKILL.md.
[geofeed-tuner] File reference './run/data/comments.json' is 2 directories deep — maximum is 1 level from SKILL.md.
[geofeed-tuner] File reference './run/data/report-data.json' is 2 directories deep — maximum is 1 level from SKILL.md.
[geofeed-tuner] File reference './run/data/mcp-server-payload.json' is 2 directories deep — maximum is 1 level from SKILL.md.
[geofeed-tuner] File reference './run/data/mcp-server-payload.json' is 2 directories deep — maximum is 1 level from SKILL.md.
[geofeed-tuner] File reference './run/data/report-data.json' is 2 directories deep — maximum is 1 level from SKILL.md.
[geofeed-tuner] File reference './run/data/report-data.json' is 2 directories deep — maximum is 1 level from SKILL.md.
Duplicate skill name 'azure-resource-health-diagnose' found in 'plugins/devops-oncall/skills/azure-resource-health-diagnose' (first seen in 'plugins/azure-cloud-development/skills/azure-resource-health-diagnose')
Duplicate skill name 'openapi-to-application-code' found in 'plugins/openapi-to-application-go/skills/openapi-to-application-code' (first seen in 'plugins/openapi-to-application-csharp-dotnet/skills/openapi-to-application-code')
Full validator output ```text Found 134 skill(s) [t2i] 📊 t2i: 1,709 BPE tokens [chars/4: 1,569] (detailed ✓), 20 sections, 5 code blocks [arize-ai-provider-integration] 📊 arize-ai-provider-integration: 2,305 BPE tokens [chars/4: 2,216] (detailed ✓), 29 sections, 16 code blocks [arize-ai-provider-integration] ⚠ No numbered workflow steps — agents follow sequenced procedures more reliably. [arize-annotation] 📊 arize-annotation: 1,822 BPE tokens [chars/4: 1,930] (detailed ✓), 18 sections, 7 code blocks [arize-annotation] ⚠ No numbered workflow steps — agents follow sequenced procedures more reliably. [arize-dataset] 📊 arize-dataset: 3,482 BPE tokens [chars/4: 3,444] (standard ~), 51 sections, 16 code blocks [arize-dataset] ⚠ Skill is 3,482 BPE tokens (chars/4 estimate: 3,444) — approaching "comprehensive" range where gains diminish. [arize-evaluator] 📊 arize-evaluator: 6,243 BPE tokens [chars/4: 6,326] (comprehensive ✗), 57 sections, 22 code blocks [arize-evaluator] ⚠ Skill is 6,243 BPE tokens (chars/4 estimate: 6,326) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills. [arize-experiment] 📊 arize-experiment: 3,204 BPE tokens [chars/4: 3,167] (standard ~), 33 sections, 18 code blocks [arize-experiment] ⚠ Skill is 3,204 BPE tokens (chars/4 estimate: 3,167) — approaching "comprehensive" range where gains diminish. [arize-instrumentation] 📊 arize-instrumentation: 4,790 BPE tokens [chars/4: 4,901] (standard ~), 19 sections, 3 code blocks [arize-instrumentation] ⚠ Skill is 4,790 BPE tokens (chars/4 estimate: 4,901) — approaching "comprehensive" range where gains diminish. [arize-link] 📊 arize-link: 1,191 BPE tokens [chars/4: 1,073] (detailed ✓), 9 sections, 6 code blocks [arize-prompt-optimization] 📊 arize-prompt-optimization: 4,296 BPE tokens [chars/4: 4,594] (standard ~), 58 sections, 19 code blocks [arize-prompt-optimization] ⚠ Skill is 4,296 BPE tokens (chars/4 estimate: 4,594) — approaching "comprehensive" range where gains diminish. [arize-trace] 📊 arize-trace: 5,220 BPE tokens [chars/4: 5,151] (comprehensive ✗), 42 sections, 10 code blocks [arize-trace] ⚠ Skill is 5,220 BPE tokens (chars/4 estimate: 5,151) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills. [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. [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. [suggest-awesome-github-copilot-instructions] 📊 suggest-awesome-github-copilot-instructions: 1,499 BPE tokens [chars/4: 1,904] (detailed ✓), 11 sections, 1 code blocks [suggest-awesome-github-copilot-skills] 📊 suggest-awesome-github-copilot-skills: 1,725 BPE tokens [chars/4: 2,018] (detailed ✓), 11 sections, 1 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. [azure-pricing] 📊 azure-pricing: 2,315 BPE tokens [chars/4: 2,371] (detailed ✓), 23 sections, 4 code blocks [azure-resource-health-diagnose] 📊 azure-resource-health-diagnose: 2,492 BPE tokens [chars/4: 2,859] (detailed ✓), 12 sections, 8 code blocks [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. [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. [context-map] 📊 context-map: 249 BPE tokens [chars/4: 287] (compact ✓), 10 sections, 1 code blocks [refactor-plan] 📊 refactor-plan: 356 BPE tokens [chars/4: 355] (compact ✓), 15 sections, 1 code blocks [what-context-needed] 📊 what-context-needed: 209 BPE tokens [chars/4: 219] (compact ✓), 9 sections, 1 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. [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. [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. [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. [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. [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. [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. [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. [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. [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. [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. [csharp-mcp-server-generator] 📊 csharp-mcp-server-generator: 459 BPE tokens [chars/4: 560] (detailed ✓), 9 sections, 0 code blocks [csharp-mcp-server-generator] ⚠ No code blocks — agents perform better with concrete snippets and commands. [postgresql-code-review] 📊 postgresql-code-review: 1,646 BPE tokens [chars/4: 1,847] (detailed ✓), 21 sections, 8 code blocks [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. [sql-code-review] 📊 sql-code-review: 2,112 BPE tokens [chars/4: 2,220] (detailed ✓), 36 sections, 15 code blocks [sql-optimization] 📊 sql-optimization: 2,212 BPE tokens [chars/4: 2,298] (detailed ✓), 28 sections, 14 code blocks [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. [dataverse-python-production-code] 📊 dataverse-python-production-code: 813 BPE tokens [chars/4: 913] (detailed ✓), 9 sections, 3 code blocks [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. [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 [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. [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. [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. [geofeed-tuner] 📊 geofeed-tuner: 11,662 BPE tokens [chars/4: 12,215] (comprehensive ✗), 35 sections, 15 code blocks ❌ [geofeed-tuner] File reference './run/data/report-data.json' is 2 directories deep — maximum is 1 level from SKILL.md. ❌ [geofeed-tuner] File reference 'assets/example/01-user-input-rfc8805-feed.csv' is 2 directories deep — maximum is 1 level from SKILL.md. ❌ [geofeed-tuner] File reference './run/data/comments.json' is 2 directories deep — maximum is 1 level from SKILL.md. ❌ [geofeed-tuner] File reference './run/data/report-data.json' is 2 directories deep — maximum is 1 level from SKILL.md. ❌ [geofeed-tuner] File reference './run/data/mcp-server-payload.json' is 2 directories deep — maximum is 1 level from SKILL.md. ❌ [geofeed-tuner] File reference './run/data/mcp-server-payload.json' is 2 directories deep — maximum is 1 level from SKILL.md. ❌ [geofeed-tuner] File reference './run/data/report-data.json' is 2 directories deep — maximum is 1 level from SKILL.md. ❌ [geofeed-tuner] File reference './run/data/report-data.json' is 2 directories deep — maximum is 1 level from SKILL.md. [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. [flowstudio-power-automate-build] 📊 flowstudio-power-automate-build: 4,461 BPE tokens [chars/4: 4,595] (standard ~), 40 sections, 15 code blocks [flowstudio-power-automate-build] ⚠ Skill is 4,461 BPE tokens (chars/4 estimate: 4,595) — approaching "comprehensive" range where gains diminish. [flowstudio-power-automate-build] ⚠ No numbered workflow steps — agents follow sequenced procedures more reliably. [flowstudio-power-automate-debug] 📊 flowstudio-power-automate-debug: 4,119 BPE tokens [chars/4: 4,060] (standard ~), 64 sections, 15 code blocks [flowstudio-power-automate-debug] ⚠ Skill is 4,119 BPE tokens (chars/4 estimate: 4,060) — approaching "comprehensive" range where gains diminish. [flowstudio-power-automate-governance] 📊 flowstudio-power-automate-governance: 5,229 BPE tokens [chars/4: 5,609] (comprehensive ✗), 17 sections, 11 code blocks [flowstudio-power-automate-governance] ⚠ Skill is 5,229 BPE tokens (chars/4 estimate: 5,609) — "comprehensive" skills hurt performance by 2.9pp on average. Consider splitting into 2–3 focused skills. [flowstudio-power-automate-mcp] 📊 flowstudio-power-automate-mcp: 4,716 BPE tokens [chars/4: 4,522] (standard ~), 62 sections, 11 code blocks [flowstudio-power-automate-mcp] ⚠ Skill is 4,716 BPE tokens (chars/4 estimate: 4,522) — approaching "comprehensive" range where gains diminish. [flowstudio-power-automate-mcp] ⚠ No numbered workflow steps — agents follow sequenced procedures more reliably. [flowstudio-power-automate-monitoring] 📊 flowstudio-power-automate-monitoring: 3,546 BPE tokens [chars/4: 3,354] (standard ~), 25 sections, 14 code blocks [flowstudio-power-automate-monitoring] ⚠ Skill is 3,546 BPE tokens (chars/4 estimate: 3,354) — approaching "comprehensive" range where gains diminish. [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. [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. [go-mcp-server-generator] 📊 go-mcp-server-generator: 1,740 BPE tokens [chars/4: 1,759] (detailed ✓), 21 sections, 8 code blocks [create-spring-boot-java-project] 📊 create-spring-boot-java-project: 1,110 BPE tokens [chars/4: 1,159] (detailed ✓), 17 sections, 11 code blocks [create-spring-boot-java-project] ⚠ No numbered workflow steps — agents follow sequenced procedures more reliably. [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. [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. [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. [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. [kotlin-mcp-server-generator] 📊 kotlin-mcp-server-generator: 2,456 BPE tokens [chars/4: 2,672] (detailed ✓), 29 sections, 13 code blocks [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. [mcp-create-declarative-agent] 📊 mcp-create-declarative-agent: 1,978 BPE tokens [chars/4: 2,036] (detailed ✓), 30 sections, 12 code blocks [mcp-deploy-manage-agents] 📊 mcp-deploy-manage-agents: 2,036 BPE tokens [chars/4: 2,471] (detailed ✓), 49 sections, 2 code blocks [napkin] 📊 napkin: 1,649 BPE tokens [chars/4: 1,784] (detailed ✓), 12 sections, 4 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. [openapi-to-application-code] 📊 openapi-to-application-code: 931 BPE tokens [chars/4: 1,144] (detailed ✓), 11 sections, 1 code blocks [openapi-to-application-code] 📊 openapi-to-application-code: 931 BPE tokens [chars/4: 1,144] (detailed ✓), 11 sections, 1 code blocks [openapi-to-application-code] 📊 openapi-to-application-code: 931 BPE tokens [chars/4: 1,144] (detailed ✓), 11 sections, 1 code blocks [openapi-to-application-code] 📊 openapi-to-application-code: 931 BPE tokens [chars/4: 1,144] (detailed ✓), 11 sections, 1 code blocks [openapi-to-application-code] 📊 openapi-to-application-code: 931 BPE tokens [chars/4: 1,144] (detailed ✓), 11 sections, 1 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 [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. [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. [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. [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. [reviewing-oracle-to-postgres-migration] 📊 reviewing-oracle-to-postgres-migration: 605 BPE tokens [chars/4: 762] (detailed ✓), 5 sections, 2 code blocks [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. [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. [phoenix-cli] 📊 phoenix-cli: 1,615 BPE tokens [chars/4: 1,563] (detailed ✓), 13 sections, 12 code blocks [phoenix-cli] ⚠ 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. [phoenix-tracing] 📊 phoenix-tracing: 1,488 BPE tokens [chars/4: 1,690] (detailed ✓), 17 sections, 1 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. [polyglot-test-agent] 📊 polyglot-test-agent: 1,611 BPE tokens [chars/4: 1,676] (detailed ✓), 22 sections, 5 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 [power-bi-dax-optimization] 📊 power-bi-dax-optimization: 1,114 BPE tokens [chars/4: 1,390] (detailed ✓), 18 sections, 6 code blocks [power-bi-model-design-review] 📊 power-bi-model-design-review: 2,126 BPE tokens [chars/4: 2,782] (detailed ✓), 28 sections, 17 code blocks [power-bi-performance-troubleshooting] 📊 power-bi-performance-troubleshooting: 2,078 BPE tokens [chars/4: 2,591] (detailed ✓), 31 sections, 19 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 [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. [mcp-copilot-studio-server-generator] 📊 mcp-copilot-studio-server-generator: 942 BPE tokens [chars/4: 1,063] (detailed ✓), 6 sections, 2 code blocks [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. [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. [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. [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. [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. [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. [create-technical-spike] 📊 create-technical-spike: 1,358 BPE tokens [chars/4: 1,643] (detailed ✓), 33 sections, 1 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. [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. [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. [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. [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. [react18-enzyme-to-rtl] 📊 react18-enzyme-to-rtl: 870 BPE tokens [chars/4: 917] (detailed ✓), 6 sections, 3 code blocks [react18-legacy-context] 📊 react18-legacy-context: 561 BPE tokens [chars/4: 620] (detailed ✓), 8 sections, 2 code blocks [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. [react18-string-refs] 📊 react18-string-refs: 549 BPE tokens [chars/4: 527] (detailed ✓), 6 sections, 1 code blocks [react19-concurrent-patterns] 📊 react19-concurrent-patterns: 681 BPE tokens [chars/4: 722] (detailed ✓), 9 sections, 5 code blocks [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. [react19-test-patterns] 📊 react19-test-patterns: 815 BPE tokens [chars/4: 790] (detailed ✓), 7 sections, 5 code blocks [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. [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. [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. [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. [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. [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. [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. [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. [structured-autonomy-generate] 📊 structured-autonomy-generate: 921 BPE tokens [chars/4: 1,033] (detailed ✓), 10 sections, 3 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. [structured-autonomy-plan] 📊 structured-autonomy-plan: 677 BPE tokens [chars/4: 759] (detailed ✓), 9 sections, 1 code blocks [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. [create-technical-spike] 📊 create-technical-spike: 1,358 BPE tokens [chars/4: 1,643] (detailed ✓), 33 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. [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. [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. [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. [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. [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. [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. [typespec-create-agent] 📊 typespec-create-agent: 672 BPE tokens [chars/4: 737] (detailed ✓), 5 sections, 1 code blocks [typespec-create-api-plugin] 📊 typespec-create-api-plugin: 979 BPE tokens [chars/4: 1,013] (detailed ✓), 11 sections, 9 code blocks [winui3-migration-guide] 📊 winui3-migration-guide: 2,196 BPE tokens [chars/4: 2,226] (detailed ✓), 18 sections, 13 code blocks {Ansi.Red}Skill spec conformance failures — fix the errors above.{Ansi.Reset} ❌ Duplicate skill name 'azure-resource-health-diagnose' found in 'plugins/devops-oncall/skills/azure-resource-health-diagnose' (first seen in 'plugins/azure-cloud-development/skills/azure-resource-health-diagnose') ❌ Duplicate skill name 'openapi-to-application-code' found in 'plugins/openapi-to-application-go/skills/openapi-to-application-code' (first seen in 'plugins/openapi-to-application-csharp-dotnet/skills/openapi-to-application-code') ❌ Duplicate skill name 'openapi-to-application-code' found in 'plugins/openapi-to-application-java-spring-boot/skills/openapi-to-application-code' (first seen in 'plugins/openapi-to-application-csharp-dotnet/skills/openapi-to-application-code') ❌ Duplicate skill name 'openapi-to-application-code' found in 'plugins/openapi-to-application-nodejs-nestjs/skills/openapi-to-application-code' (first seen in 'plugins/openapi-to-application-csharp-dotnet/skills/openapi-to-application-code') ❌ Duplicate skill name 'openapi-to-application-code' found in 'plugins/openapi-to-application-python-fastapi/skills/openapi-to-application-code' (first seen in 'plugins/openapi-to-application-csharp-dotnet/skills/openapi-to-application-code') ❌ Duplicate skill name 'create-technical-spike' found in 'plugins/technical-spike/skills/create-technical-spike' (first seen in 'plugins/project-planning/skills/create-technical-spike') ❌ Duplicate skill name 'ai-prompt-engineering-safety-review' found in 'plugins/testing-automation/skills/ai-prompt-engineering-safety-review' (first seen in 'plugins/security-best-practices/skills/ai-prompt-engineering-safety-review') ❌ Duplicate skill name 'csharp-nunit' found in 'plugins/testing-automation/skills/csharp-nunit' (first seen in 'plugins/csharp-dotnet-development/skills/csharp-nunit') ❌ Duplicate skill name 'java-junit' found in 'plugins/testing-automation/skills/java-junit' (first seen in 'plugins/java-development/skills/java-junit') ❌ Duplicate skill name 'playwright-explore-website' found in 'plugins/testing-automation/skills/playwright-explore-website' (first seen in 'plugins/frontend-web-dev/skills/playwright-explore-website') ❌ Duplicate skill name 'playwright-generate-test' found in 'plugins/testing-automation/skills/playwright-generate-test' (first seen in 'plugins/frontend-web-dev/skills/playwright-generate-test') ```
> **Note:** The validator returned a non-zero exit code. Please review the findings above before merge.

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Pull request overview

Note

Copilot was unable to run its full agentic suite in this review.

Adds a new top-level t2i skill (documented in docs/README.skills.md) and also introduces a large batch of new plugin skills/agents plus widespread plugin.json path normalization.

Changes:

  • Adds multiple new skills/agents/reference assets across many plugins/* packages.
  • Normalizes many plugin manifests to reference skill/agent directories without trailing slashes (and often switches agent lists to ./agents).
  • Updates docs/README.skills.md to include the new t2i skill row.
Show a summary per file
File Description
plugins/flowstudio-power-automate/skills/flowstudio-power-automate-build/references/build-patterns.md Adds reusable Power Automate/Logic Apps flow JSON templates.
plugins/flowstudio-power-automate/.github/plugin/plugin.json Normalizes skills paths (removes trailing /).
plugins/fastah-ip-geo-tools/skills/geofeed-tuner/references/snippets-python3.md Adds Python ipaddress guidance and validation snippets.
plugins/fastah-ip-geo-tools/skills/geofeed-tuner/assets/small-territories.json Adds an ISO-like territory code list used by geofeed tooling.
plugins/fastah-ip-geo-tools/skills/geofeed-tuner/assets/example/01-user-input-rfc8805-feed.csv Adds example RFC8805-style geofeed input CSV.
plugins/fastah-ip-geo-tools/.github/plugin/plugin.json Normalizes skills paths (removes trailing /).
plugins/ember/skills/from-the-other-side-vega/SKILL.md Adds a new Ember skill content file.
plugins/ember/.github/plugin/plugin.json Changes agent/skill references to directory paths.
plugins/edge-ai-tasks/.github/plugin/plugin.json Changes agent references to a directory path.
plugins/doublecheck/skills/doublecheck/assets/verification-report-template.md Adds a structured template for verification reports.
plugins/doublecheck/agents/doublecheck.md Adds the Doublecheck agent definition and behavior guidelines.
plugins/doublecheck/.github/plugin/plugin.json Changes agent/skill references to directory paths.
plugins/devops-oncall/skills/multi-stage-dockerfile/SKILL.md Adds a multi-stage Dockerfile best-practices skill.
plugins/devops-oncall/agents/azure-principal-architect.md Adds an Azure principal-architect agent configuration.
plugins/devops-oncall/.github/plugin/plugin.json Changes agent references to a directory path; normalizes skill paths.
plugins/dataverse-sdk-for-python/skills/dataverse-python-usecase-builder/SKILL.md Adds a Dataverse Python use-case builder skill.
plugins/dataverse-sdk-for-python/skills/dataverse-python-quickstart/SKILL.md Adds a Dataverse Python quickstart skill.
plugins/dataverse-sdk-for-python/skills/dataverse-python-production-code/SKILL.md Adds production-code patterns for Dataverse Python.
plugins/dataverse-sdk-for-python/skills/dataverse-python-advanced-patterns/SKILL.md Adds advanced Dataverse Python patterns skill.
plugins/dataverse-sdk-for-python/.github/plugin/plugin.json Normalizes skills paths (removes trailing /).
plugins/database-data-management/skills/postgresql-code-review/SKILL.md Adds PostgreSQL-specific code review guidance.
plugins/database-data-management/agents/postgresql-dba.md Adds a PostgreSQL DBA agent definition.
plugins/database-data-management/agents/ms-sql-dba.md Adds an MS-SQL DBA agent definition.
plugins/database-data-management/.github/plugin/plugin.json Changes agent references to a directory path; normalizes skill paths.
plugins/csharp-mcp-development/skills/csharp-mcp-server-generator/SKILL.md Adds a C# MCP server generator skill.
plugins/csharp-mcp-development/agents/csharp-mcp-expert.md Adds a C# MCP expert agent definition.
plugins/csharp-mcp-development/.github/plugin/plugin.json Changes agent references to a directory path; normalizes skill paths.
plugins/csharp-dotnet-development/skills/dotnet-upgrade/SKILL.md Adds a .NET upgrade prompt/checklist style skill.
plugins/csharp-dotnet-development/skills/dotnet-best-practices/SKILL.md Adds .NET best practices guidance skill.
plugins/csharp-dotnet-development/skills/csharp-xunit/SKILL.md Adds xUnit testing best practices skill.
plugins/csharp-dotnet-development/skills/csharp-tunit/SKILL.md Adds TUnit testing best practices skill.
plugins/csharp-dotnet-development/skills/csharp-nunit/SKILL.md Adds NUnit testing best practices skill.
plugins/csharp-dotnet-development/skills/csharp-async/SKILL.md Adds C# async best practices skill.
plugins/csharp-dotnet-development/skills/aspnet-minimal-api-openapi/SKILL.md Adds ASP.NET Minimal API + OpenAPI guidance skill.
plugins/csharp-dotnet-development/agents/expert-dotnet-software-engineer.md Adds an expert .NET software engineer agent definition.
plugins/csharp-dotnet-development/.github/plugin/plugin.json Changes agent references to a directory path; normalizes skill paths.
plugins/copilot-sdk/.github/plugin/plugin.json Normalizes skills paths (removes trailing /).
plugins/context-matic/skills/integrate-context-matic/SKILL.md Adds a workflow for integrating third-party APIs via context-matic MCP.
plugins/context-matic/.github/plugin/plugin.json Normalizes skills paths (removes trailing /).
plugins/context-engineering/skills/what-context-needed/SKILL.md Adds a skill for asking which files are needed before answering.
plugins/context-engineering/skills/refactor-plan/SKILL.md Adds a structured multi-file refactor planning skill.
plugins/context-engineering/skills/context-map/SKILL.md Adds a context-mapping skill for identifying relevant files/tests.
plugins/context-engineering/agents/context-architect.md Adds a context-architect agent definition.
plugins/context-engineering/.github/plugin/plugin.json Changes agent references to a directory path; normalizes skill paths.
plugins/clojure-interactive-programming/skills/remember-interactive-programming/SKILL.md Adds a micro-prompt for REPL-first interactive programming.
plugins/clojure-interactive-programming/agents/clojure-interactive-programming.md Adds a Clojure interactive programming agent definition.
plugins/clojure-interactive-programming/.github/plugin/plugin.json Changes agent references to a directory path; normalizes skill paths.
plugins/cast-imaging/agents/cast-imaging-structural-quality-advisor.md Adds a CAST Imaging structural-quality advisor agent.
plugins/cast-imaging/agents/cast-imaging-software-discovery.md Adds a CAST Imaging software discovery agent.
plugins/cast-imaging/agents/cast-imaging-impact-analysis.md Adds a CAST Imaging impact analysis agent.
plugins/cast-imaging/.github/plugin/plugin.json Changes agent references to a directory path.
plugins/azure-cloud-development/skills/azure-pricing/references/SERVICE-NAMES.md Adds case-sensitive serviceName reference for Retail Prices API filters.
plugins/azure-cloud-development/skills/azure-pricing/references/REGIONS.md Adds armRegionName mapping reference for Retail Prices API.
plugins/azure-cloud-development/skills/azure-pricing/references/COST-ESTIMATOR.md Adds formulas/templates for monthly/annual cost estimation.
plugins/azure-cloud-development/skills/azure-pricing/references/COPILOT-STUDIO-RATES.md Adds cached Copilot Studio billing-rate snapshot and estimation formulas.
plugins/azure-cloud-development/skills/azure-pricing/SKILL.md Adds an Azure pricing + Copilot Studio usage estimation skill.
plugins/azure-cloud-development/agents/terraform-azure-planning.md Adds an agent for deterministic Azure Terraform planning output.
plugins/azure-cloud-development/agents/terraform-azure-implement.md Adds an agent for implementing Azure Terraform IaC safely.
plugins/azure-cloud-development/agents/azure-verified-modules-terraform.md Adds an agent for AVM Terraform guidance and required commands.
plugins/azure-cloud-development/agents/azure-verified-modules-bicep.md Adds an agent for AVM Bicep guidance.
plugins/azure-cloud-development/agents/azure-saas-architect.md Adds an agent for SaaS-focused Azure architecture guidance.
plugins/azure-cloud-development/agents/azure-principal-architect.md Adds an agent for WAF-based Azure architecture guidance.
plugins/azure-cloud-development/agents/azure-logic-apps-expert.md Adds an agent for Logic Apps/WDL guidance.
plugins/azure-cloud-development/.github/plugin/plugin.json Changes agent references to a directory path; normalizes skill paths.
plugins/awesome-copilot/skills/suggest-awesome-github-copilot-skills/SKILL.md Adds a meta-skill for suggesting skills from awesome-copilot.
plugins/awesome-copilot/skills/suggest-awesome-github-copilot-instructions/SKILL.md Adds a meta-skill for suggesting instruction files from awesome-copilot.
plugins/awesome-copilot/skills/suggest-awesome-github-copilot-agents/SKILL.md Adds a meta-skill for suggesting custom agents from awesome-copilot.
plugins/awesome-copilot/agents/meta-agentic-project-scaffold.md Adds an agent for pulling prompts/instructions/chat modes from awesome-copilot.
plugins/awesome-copilot/.github/plugin/plugin.json Changes agent references to a directory path; normalizes skill paths.
plugins/automate-this/.github/plugin/plugin.json Normalizes skills paths (removes trailing /).
plugins/arize-ax/skills/arize-trace/references/ax-setup.md Adds ax CLI troubleshooting reference content.
plugins/arize-ax/skills/arize-trace/references/ax-profiles.md Adds ax profile/auth setup reference content.
plugins/arize-ax/skills/arize-prompt-optimization/references/ax-setup.md Adds ax CLI troubleshooting reference content (prompt optimization).
plugins/arize-ax/skills/arize-prompt-optimization/references/ax-profiles.md Adds ax profile/auth setup reference content (prompt optimization).
plugins/arize-ax/skills/arize-link/references/EXAMPLES.md Adds Arize deep-link examples reference content.
plugins/arize-ax/skills/arize-link/SKILL.md Adds the Arize deep-link generation skill.
plugins/arize-ax/skills/arize-instrumentation/references/ax-profiles.md Adds ax profile/auth setup reference content (instrumentation).
plugins/arize-ax/skills/arize-experiment/references/ax-setup.md Adds ax CLI troubleshooting reference content (experiments).
plugins/arize-ax/skills/arize-experiment/references/ax-profiles.md Adds ax profile/auth setup reference content (experiments).
plugins/arize-ax/skills/arize-evaluator/references/ax-setup.md Adds ax CLI troubleshooting reference content (evaluators).
plugins/arize-ax/skills/arize-evaluator/references/ax-profiles.md Adds ax profile/auth setup reference content (evaluators).
plugins/arize-ax/skills/arize-dataset/references/ax-setup.md Adds ax CLI troubleshooting reference content (datasets).
plugins/arize-ax/skills/arize-dataset/references/ax-profiles.md Adds ax profile/auth setup reference content (datasets).
plugins/arize-ax/skills/arize-annotation/references/ax-setup.md Adds ax CLI troubleshooting reference content (annotations).
plugins/arize-ax/skills/arize-annotation/references/ax-profiles.md Adds ax profile/auth setup reference content (annotations).
plugins/arize-ax/skills/arize-annotation/SKILL.md Adds the Arize annotation-config + span annotation skill.
plugins/arize-ax/skills/arize-ai-provider-integration/references/ax-setup.md Adds ax CLI troubleshooting reference content (provider integration).
plugins/arize-ax/skills/arize-ai-provider-integration/references/ax-profiles.md Adds ax profile/auth setup reference content (provider integration).
plugins/arize-ax/.github/plugin/plugin.json Normalizes skills paths (removes trailing /).
docs/README.skills.md Adds the t2i skill entry to the skills catalog.

Copilot's findings

  • Files reviewed: 120/470 changed files
  • Comments generated: 5

Comment thread docs/README.skills.md
| [suggest-awesome-github-copilot-instructions](../skills/suggest-awesome-github-copilot-instructions/SKILL.md) | Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions in this repository, and identifying outdated instructions that need updates. | None |
| [suggest-awesome-github-copilot-skills](../skills/suggest-awesome-github-copilot-skills/SKILL.md) | Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing skills in this repository, and identifying outdated skills that need updates. | None |
| [swift-mcp-server-generator](../skills/swift-mcp-server-generator/SKILL.md) | Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package. | None |
| [t2i](../skills/t2i/SKILL.md) | Use the t2i CLI to generate AI images from text prompts via Microsoft Foundry providers (FLUX.2, MAI-Image-2). Activate when the user asks to generate images, automate image creation in scripts, or set up image generation for CI/CD. | None |
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Copilot AI Apr 20, 2026

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The PR description is narrowly scoped to adding the t2i skill, but the diff includes a broad set of new skills/agents/assets across many plugins plus manifest changes. Please either (mandatory) update the PR title/description to reflect the expanded scope, or (preferred) split the non-t2i changes into separate PR(s) so review/revert risk is contained.

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Comment on lines 18 to 23
"agents": [
"./agents/ember.md"
"./agents"
],
"skills": [
"./skills/from-the-other-side-vega/"
"./skills/from-the-other-side-vega"
]
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This changes the manifest from enumerating specific agent files to pointing at a directory (\"./agents\"). If the plugin loader expects file paths (as the pre-change manifest did), discovery will break at runtime. (Mandatory) Align this with the supported plugin manifest schema: either keep explicit file paths (e.g., ./agents/ember.md) or, if directory expansion is a new supported behavior, ensure the repo’s schema/docs/validation support it and apply it consistently (including any required filtering rules, like only *.md under that directory).

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If an `ax` command fails, troubleshoot based on the error:
- `command not found` or version error → see references/ax-setup.md
- `401 Unauthorized` / missing API key → run `ax profiles show` to inspect the current profile. If the profile is missing or the API key is wrong: check `.env` for `ARIZE_API_KEY` and use it to create/update the profile via references/ax-profiles.md. If `.env` has no key either, ask the user for their Arize API key (https://app.arize.com/admin > API Keys)
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Copilot AI Apr 20, 2026

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This instructs the agent to ask the user for their Arize API key in chat, which conflicts with the repo’s own ax-profiles.md guidance that explicitly says to never ask users to paste API keys into chat/logs. (Mandatory) Reword this flow to instruct users to set ARIZE_API_KEY in their own terminal/environment (or secret store) and to confirm it’s set—without ever sharing the raw key in chat.

Suggested change
- `401 Unauthorized` / missing API key → run `ax profiles show` to inspect the current profile. If the profile is missing or the API key is wrong: check `.env` for `ARIZE_API_KEY` and use it to create/update the profile via references/ax-profiles.md. If `.env` has no key either, ask the user for their Arize API key (https://app.arize.com/admin > API Keys)
- `401 Unauthorized` / missing API key → run `ax profiles show` to inspect the current profile. If the profile is missing or the API key is wrong: check `.env` for `ARIZE_API_KEY` and use it to create/update the profile via references/ax-profiles.md. If `.env` has no key either, instruct the user to set `ARIZE_API_KEY` in their own terminal/environment or secret store (for example from https://app.arize.com/admin > API Keys), then confirm only that it is set — never ask them to paste the raw key into chat.

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Comment on lines +2 to +11
"AD",
"AG",
"AI",
"AN",
"AQ",
"AS",
"AW",
"AX",
"BB",
"BH",
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This list includes deprecated/obsolete ISO 3166-1 alpha-2 codes (e.g., AN for Netherlands Antilles; also later CS). If this asset is intended for validation/normalization against ISO 3166-1, it will cause false positives/negatives. (Mandatory) Remove deprecated codes or clearly document/rename the asset to indicate it intentionally includes historical/non-ISO codes (and ensure the consuming logic treats them accordingly).

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@@ -0,0 +1,5 @@
202.125.100.144/28,ID,,Jakarta,
2605:59c8:2700::/40,CA,CA-QC,"Montreal"
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The example CSV rows don’t use a consistent number of columns (some lines have a trailing comma / empty field; one is quoted differently), which makes this harder to use in copy/paste parsers and can mislead users about the expected schema. (Recommended) Normalize the example to a consistent column count and quoting style (and consider adding a header row if the intended format supports it).

Suggested change
2605:59c8:2700::/40,CA,CA-QC,"Montreal"
2605:59c8:2700::/40,CA,CA-QC,Montreal,

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The PR currently includes 400+ unrelated files due to the branch being out of sync with staged, which also triggered some github-actions[bot] commits. To make this reviewable, could you please rebase or rebuild this on a clean branch from the latest staged and force-push? This will ensure we only see the changes related to the t2i skill.

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3 participants