aibot88 🤖 Copilot CLI Session
[!NOTE]
- Session ID:
ea62041b-bd23-4272-aa22-b90e11649814- Started: 2026/4/18 10:07:01
- Duration: 32m 20s
- Exported: 2026/4/18 10:39:21
⏱️ 0s
ℹ️ Info
💡 No copilot instructions found. Run /init to generate a copilot-instructions.md file for this project.
⏱️ 10s
ℹ️ Info
Environment loaded: 4 MCP servers, 2 plugins, 13 skills, 1 agent
⏱️ 1m 29s
ℹ️ Info
Model changed to: claude-sonnet-4.6 (medium)
⏱️ 5m 57s
👤 User
.NET 10 で WPF を作るための git リポジトリのセットアップをお願いします。git リポジトリ化と Visual Sutdio 用の gitignore を取得してください。
⏱️ 6m 3s
💭 Reasoning
*The user wants to set up a git repository for a WPF project targeting .NET 10, with a Visual Studio .gitignore file. Let me:
- Initialize a git repository
- Get the Visual Studio .gitignore from GitHub
Let me do these in parallel.*
⏱️ 6m 26s
✅ powershell
Initialize git repository
{
"command": "cd D:\\Repos\\runceel\\wpf-github-copilot && git init",
"description": "Initialize git repository"
}
Initialized empty Git repository in D:/Repos/runceel/wpf-github-copilot/.git/
<exited with exit code 0>
⏱️ 6m 26s
✅ web_fetch
https://raw.githubusercontent.com/github/gitignore/main/VisualStudio.gitignore
{
"url": "https://raw.githubusercontent.com/github/gitignore/main/VisualStudio.gitignore"
}
Content type text/plain; charset=utf-8 cannot be simplified to markdown. Here is the raw content:
Contents of https://raw.githubusercontent.com/github/gitignore/main/VisualStudio.gitignore:
## Ignore Visual Studio temporary files, build results, and
## files generated by popular Visual Studio add-ons.
##
## Get latest from https://github.com/github/gitignore/blob/main/VisualStudio.gitignore
# User-specific files
*.rsuser
*.suo
*.user
*.userosscache
*.sln.docstates
*.env
# User-specific files (MonoDevelop/Xamarin Studio)
*.userprefs
# Mono auto generated files
mono_crash.*
# Build results
[Dd]ebug/
[Dd]ebugPublic/
[Rr]elease/
[Rr]eleases/
[Dd]ebug/x64/
[Dd]ebugPublic/x64/
[Rr]elease/x64/
[Rr]eleases/x64/
bin/x64/
obj/x64/
[Dd]ebug/x86/
[Dd]ebugPublic/x86/
[Rr]elease/x86/
[Rr]eleases/x86/
bin/x86/
obj/x86/
[Ww][Ii][Nn]32/
[Aa][Rr][Mm]/
[Aa][Rr][Mm]64/
[Aa][Rr][Mm]64[Ee][Cc]/
bld/
[Oo]bj/
[Oo]ut/
[Ll]og/
[Ll]ogs/
# Build results on 'Bin' directories
**/[Bb]in/*
# Uncomment if you have tasks that rely on *.refresh files to move binaries
# (https://github.com/github/gitignore/pull/3736)
#!**/[Bb]in/*.refresh
# Visual Studio 2015/2017 cache/options directory
.vs/
# Uncomment if you have tasks that create the project's static files in wwwroot
#wwwroot/
# Visual Studio 2017 auto generated files
Generated\ Files/
# MSTest test Results
[Tt]est[Rr]esult*/
[Bb]uild[Ll]og.*
*.trx
# NUnit
*.VisualState.xml
TestResult.xml
nunit-*.xml
# Approval Tests result files
*.received.*
# Build Results of an ATL Project
[Dd]ebugPS/
[Rr]eleasePS/
dlldata.c
# Benchmark Results
BenchmarkDotNet.Artifacts/
# .NET Core
project.lock.json
project.fragment.lock.json
artifacts/
.artifacts/
# ASP.NET Scaffolding
ScaffoldingReadMe.txt
# StyleCop
StyleCopReport.xml
# Files built by Visual Studio
*_i.c
*_p.c
*_h.h
*.ilk
*.meta
*.obj
*.idb
*.iobj
*.pch
*.pdb
*.ipdb
*.pgc
*.pgd
*.rsp
# but not Directory.Build.rsp, as it configures directory-level build defaults
!Directory.Build.rsp
*.sbr
*.tlb
*.tli
*.tlh
*.tmp
*.tmp_proj
*_wpftmp.csproj
*.log
*.tlog
*.vspscc
*.vssscc
.builds
*.pidb
*.svclog
*.scc
# Chutzpah Test files
_Chutzpah*
# Visual C++ cache files
ipch/
*.aps
*.ncb
*.opendb
*.opensdf
*.sdf
*.cachefile
*.VC.db
*.VC.VC.opendb
# Visual Studio profiler
*.psess
*.vsp
*.vspx
*.sap
# Visual Studio Trace Files
*.e2e
# TFS 2012 Local Workspace
$tf/
# Guidance Automation Toolkit
*.gpState
# ReSharper is a .NET coding add-in
_ReSharper*/
*.[Rr]e[Ss]harper
*.DotSettings.user
# TeamCity is a build add-in
_TeamCity*
# DotCover is a Code Coverage Tool
*.dotCover
# AxoCover is a Code Coverage Tool
.axoCover/*
!.axoCover/settings.json
# Coverlet is a free, cross platform Code Coverage Tool
coverage*.json
coverage*.xml
coverage*.info
# Visual Studio code coverage results
*.coverage
*.coveragexml
# NCrunch
_NCrunch_*
.NCrunch_*
.*crunch*.local.xml
nCrunchTemp_*
# MightyMoose
*.mm.*
AutoTest.Net/
# Web workbench (sass)
.sass-cache/
# Installshield output folder
[Ee]xpress/
# DocProject is a documentation generator add-in
DocProject/buildhelp/
DocProject/Help/*.HxT
DocProject/Help/*.HxC
DocProject/Help/*.hhc
DocProject/Help/*.hhk
DocProject/Help/*.hhp
DocProject/Help/Html2
DocProject/Help/html
# Click-Once directory
publish/
# Publish Web Output
*.[Pp]ublish.xml
*.azurePubxml
# Note: Comment the next line if you want to checkin your web deploy settings,
# but database connection strings (with potential passwords) will be unencrypted
*.pubxml
*.publishproj
# Microsoft Azure Web App publish settings. Comment the next line if you want to
# checkin your Azure Web App publish settings, but sensitive information contained
# in these scripts will be unencrypted
PublishScripts/
# NuGet Packages
*.nupkg
# NuGet Symbol Packages
*.snupkg
# The packages folder can be ignored because of Package Restore
**/[Pp]ackages/*
# except build/, which is used as an MSBuild target.
!**/[Pp]ackages/build/
# Uncomment if necessary however generally it will be regenerated when needed
#!**/[Pp]ackages/repositories.config
# NuGet v3's project.json files produces more ignorable files
*.nuget.props
*.nuget.targets
# Microsoft Azure Build Output
csx/
*.build.csdef
# Microsoft Azure Emulator
ecf/
rcf/
# Windows Store app package directories and files
AppPackages/
BundleArtifacts/
Package.StoreAssociation.xml
_pkginfo.txt
*.appx
*.appxbundle
*.appxupload
# Visual Studio cache files
# files ending in .cache can be ignored
*.[Cc]ache
# but keep track of directories ending in .cache
!?*.[Cc]ache/
# Others
ClientBin/
~$*
*~
*.dbmdl
*.dbproj.schemaview
*.jfm
*.pfx
*.publishsettings
orleans.codegen.cs
# Including strong name files can present a security risk
# (https://github.com/github/gitignore/pull/2483#issue-259490424)
#*.snk
# Since there are multiple workflows, uncomment next line to ignore bower_components
# (https://github.com/github/gitignore/pull/1529#issuecomment-104372622)
#bower_components/
# RIA/Silverlight projects
Generated_Code/
# Backup & report files from converting an old project file
# to a newer Visual Studio version. Backup files are not needed,
# because we have git ;-)
_UpgradeReport_Files/
Backup*/
UpgradeLog*.XML
<note>Content truncated. Call the fetch tool with a start_index of 5000 to get more content.</note>
⏱️ 6m 33s
✅ web_fetch
https://raw.githubusercontent.com/github/gitignore/main/VisualStudio.gitignore
{
"url": "https://raw.githubusercontent.com/github/gitignore/main/VisualStudio.gitignore",
"start_index": 5000
}
Content type text/plain; charset=utf-8 cannot be simplified to markdown. Here is the raw content:
Contents of https://raw.githubusercontent.com/github/gitignore/main/VisualStudio.gitignore:
UpgradeLog*.htm
ServiceFabricBackup/
*.rptproj.bak
# SQL Server files
*.mdf
*.ldf
*.ndf
# Business Intelligence projects
*.rdl.data
*.bim.layout
*.bim_*.settings
*.rptproj.rsuser
*- [Bb]ackup.rdl
*- [Bb]ackup ([0-9]).rdl
*- [Bb]ackup ([0-9][0-9]).rdl
# Microsoft Fakes
FakesAssemblies/
# GhostDoc plugin setting file
*.GhostDoc.xml
# Node.js Tools for Visual Studio
.ntvs_analysis.dat
node_modules/
# Visual Studio 6 build log
*.plg
# Visual Studio 6 workspace options file
*.opt
# Visual Studio 6 auto-generated workspace file (contains which files were open etc.)
*.vbw
# Visual Studio 6 workspace and project file (working project files containing files to include in project)
*.dsw
*.dsp
# Visual Studio 6 technical files
*.ncb
*.aps
# Visual Studio LightSwitch build output
**/*.HTMLClient/GeneratedArtifacts
**/*.DesktopClient/GeneratedArtifacts
**/*.DesktopClient/ModelManifest.xml
**/*.Server/GeneratedArtifacts
**/*.Server/ModelManifest.xml
_Pvt_Extensions
# Paket dependency manager
**/.paket/paket.exe
paket-files/
# FAKE - F# Make
**/.fake/
# CodeRush personal settings
**/.cr/personal
# Python Tools for Visual Studio (PTVS)
**/__pycache__/
*.pyc
# Cake - Uncomment if you are using it
#tools/**
#!tools/packages.config
# Tabs Studio
*.tss
# Telerik's JustMock configuration file
*.jmconfig
# BizTalk build output
*.btp.cs
*.btm.cs
*.odx.cs
*.xsd.cs
# OpenCover UI analysis results
OpenCover/
# Azure Stream Analytics local run output
ASALocalRun/
# MSBuild Binary and Structured Log
*.binlog
MSBuild_Logs/
# AWS SAM Build and Temporary Artifacts folder
.aws-sam
# NVidia Nsight GPU debugger configuration file
*.nvuser
# MFractors (Xamarin productivity tool) working folder
**/.mfractor/
# Local History for Visual Studio
**/.localhistory/
# Visual Studio History (VSHistory) files
.vshistory/
# BeatPulse healthcheck temp database
healthchecksdb
# Backup folder for Package Reference Convert tool in Visual Studio 2017
MigrationBackup/
# Ionide (cross platform F# VS Code tools) working folder
**/.ionide/
# Fody - auto-generated XML schema
FodyWeavers.xsd
# VS Code files for those working on multiple tools
.vscode/*
!.vscode/settings.json
!.vscode/tasks.json
!.vscode/launch.json
!.vscode/extensions.json
!.vscode/*.code-snippets
# Local History for Visual Studio Code
.history/
# Built Visual Studio Code Extensions
*.vsix
# Windows Installer files from build outputs
*.cab
*.msi
*.msix
*.msm
*.msp
⏱️ 6m 36s
💭 Reasoning
Now I have the full .gitignore content. Let me create the .gitignore file with all the content.
⏱️ 7m 11s
✅ create
create a new file at D:\Repos\runceel\wpf-github-copilot.gitignore.
D:\Repos\runceel\wpf-github-copilot.gitignore
Created file D:\Repos\runceel\wpf-github-copilot\.gitignore with 7883 characters
⏱️ 7m 20s
✅ powershell
Initial git commit with .gitignore
{
"command": "cd D:\\Repos\\runceel\\wpf-github-copilot && git add .gitignore && git commit -m \"Initial commit: add Visual Studio .gitignore\n\nCo-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>\"",
"description": "Initial git commit with .gitignore"
}
warning: in the working copy of '.gitignore', CRLF will be replaced by LF the next time Git touches it
[main (root-commit) e1ec381] Initial commit: add Visual Studio .gitignore
1 file changed, 429 insertions(+)
create mode 100644 .gitignore
<exited with exit code 0>
⏱️ 7m 23s
💬 Copilot
セットアップ完了しました！
git initでリポジトリを初期化github/gitignoreから最新の Visual Studio 用.gitignoreを取得・コミット
.vs/、bin/、obj/、*.user など Visual Studio / .NET 開発に必要な除外設定が含まれています。次は WPF プロジェクトの作成などを進められます。
⏱️ 8m 41s
❌ Error
Gists are not available for Enterprise Managed Users. Use '/share file' to save your session to a local markdown file instead.
⏱️ 8m 48s
ℹ️ Info
Session shared successfully to: D:\Repos\runceel\wpf-github-copilot\copilot-session-ea62041b-bd23-4272-aa22-b90e11649814.md
⏱️ 8m 56s
👤 User
ls
⏱️ 9m 0s
✅ local_shell
$ ls
Directory: D:\Repos\runceel\wpf-github-copilot
[32;1mMode [0m[32;1m LastWriteTime[0m[32;1m Length[0m[32;1m Name[0m
[32;1m---- [0m [32;1m -------------[0m [32;1m ------[0m [32;1m----[0m
-a--- 2026/04/18 10:14 7883 .gitignore
-a--- 2026/04/18 10:15 11955 copilot-session-ea62041b-bd23-4272-aa22-b90e11649814.md
⏱️ 9m 3s
✅ powershell
List directory contents
{
"command": "Get-ChildItem D:\\Repos\\runceel\\wpf-github-copilot",
"description": "List directory contents"
}
Directory: D:\Repos\runceel\wpf-github-copilotMode LastWriteTime Length Name
---- ------------- ------ ----
-a--- 2026/04/18 10:14 7883 .gitignore
-a--- 2026/04/18 10:15 11955 copilot-session-ea62041b-bd23-4272-aa22-b90e11649814.md
<exited with exit code 0>
⏱️ 9m 6s
💬 Copilot
現在のファイル一覧です：
| ファイル | 説明 |
|---|---|
.gitignore |
Visual Studio 用 gitignore |
copilot-session-*.md |
Copilot のセッションファイル（自動生成） |
次は dotnet new wpf などでプロジェクトを作成しますか？
⏱️ 9m 15s
✅ local_shell
$ mkdir sessions
Directory: D:\Repos\runceel\wpf-github-copilot
[32;1mMode [0m[32;1m LastWriteTime[0m [32;1;3m Length[0m[32;1m Name[0m
[32;1m---- [0m [32;1m -------------[0m [32;1m ------[0m [32;1m----[0m
d---- 2026/04/18 10:16 [44;1msessions[0m
⏱️ 9m 40s
✅ local_shell
$ explorer .
⏱️ 12m 3s
👤 User
/awesome-copilot:suggest-awesome-github-copilot-skills C#, WPF 開発に有用な SKILL を探して
⏱️ 12m 8s
💭 Reasoning
The user wants me to invoke the "suggest-awesome-github-copilot-skills" skill.
⏱️ 12m 8s
✅ skill
suggest-awesome-github-copilot-skills
{
"skill": "suggest-awesome-github-copilot-skills"
}
Skill "suggest-awesome-github-copilot-skills" loaded successfully. Follow the instructions in the skill context.
⏱️ 12m 10s
💭 Reasoning
*The skill instructions say I need to:
- Fetch available skills from awesome-copilot README.skills.md
- Scan local skills in
.github/skills/ - Analyze context and suggest relevant skills
Let me do these in parallel.*
⏱️ 13m 44s
✅ web_fetch
https://raw.githubusercontent.com/github/awesome-copilot/main/docs/README.skills.md
{
"url": "https://raw.githubusercontent.com/github/awesome-copilot/main/docs/README.skills.md",
"max_length": 20000
}
Content type text/plain; charset=utf-8 cannot be simplified to markdown. Here is the raw content:
Contents of https://raw.githubusercontent.com/github/awesome-copilot/main/docs/README.skills.md:
# 🎯 Agent Skills
Agent Skills are self-contained folders with instructions and bundled resources that enhance AI capabilities for specialized tasks. Based on the [Agent Skills specification](https://agentskills.io/specification), each skill contains a `SKILL.md` file with detailed instructions that agents load on-demand.
Skills differ from other primitives by supporting bundled assets (scripts, code samples, reference data) that agents can utilize when performing specialized tasks.
### How to Contribute
See [CONTRIBUTING.md](../CONTRIBUTING.md#adding-skills) for guidelines on how to contribute new agent skills, improve existing ones, and share your use cases.
### How to Use Agent Skills
**What's Included:**
- Each skill is a folder containing a `SKILL.md` instruction file
- Skills may include helper scripts, code templates, or reference data
- Skills follow the Agent Skills specification for maximum compatibility
**When to Use:**
- Skills are ideal for complex, repeatable workflows that benefit from bundled resources
- Use skills when you need code templates, helper utilities, or reference data alongside instructions
- Skills provide progressive disclosure - loaded only when needed for specific tasks
**Usage:**
- Browse the skills table below to find relevant capabilities
- Install a skill using the GitHub CLI: `gh skill install github/awesome-copilot <skill-name>` (requires [GitHub CLI v2.90.0+](https://github.blog/changelog/2026-04-16-manage-agent-skills-with-github-cli/))
- Or copy the skill folder manually to your local skills directory
- Reference skills in your prompts or let the agent discover them automatically
| Name | Description | Bundled Assets |
| ---- | ----------- | -------------- |
| [acquire-codebase-knowledge](../skills/acquire-codebase-knowledge/SKILL.md) | Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document this architecture", "onboard me to this repo", or "create codebase docs". Do not trigger for routine feature implementation, bug fixes, or narrow code edits unless the user asks for repository-level discovery. | `assets/templates`<br />`references/inquiry-checkpoints.md`<br />`references/stack-detection.md`<br />`scripts/scan.py` |
| [add-educational-comments](../skills/add-educational-comments/SKILL.md) | Add educational comments to the file specified, or prompt asking for file to comment if one is not provided. | None |
| [agent-governance](../skills/agent-governance/SKILL.md) | Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when:<br />- Building AI agents that call external tools (APIs, databases, file systems)<br />- Implementing policy-based access controls for agent tool usage<br />- Adding semantic intent classification to detect dangerous prompts<br />- Creating trust scoring systems for multi-agent workflows<br />- Building audit trails for agent actions and decisions<br />- Enforcing rate limits, content filters, or tool restrictions on agents<br />- Working with any agent framework (PydanticAI, CrewAI, OpenAI Agents, LangChain, AutoGen) | None |
| [agent-owasp-compliance](../skills/agent-owasp-compliance/SKILL.md) | Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks.<br />Use this skill when:<br />- Evaluating an agent system's security posture before production deployment<br />- Running a compliance check against OWASP ASI 2026 standards<br />- Mapping existing security controls to the 10 agentic risks<br />- Generating a compliance report for security review or audit<br />- Comparing agent framework security features against the standard<br />- Any request like "is my agent OWASP compliant?", "check ASI compliance", or "agentic security audit" | None |
| [agent-supply-chain](../skills/agent-supply-chain/SKILL.md) | Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when:<br />- Generating SHA-256 integrity manifests for agent plugins or tool packages<br />- Verifying that installed plugins match their published manifests<br />- Detecting tampered, modified, or untracked files in agent tool directories<br />- Auditing dependency pinning and version policies for agent components<br />- Building provenance chains for agent plugin promotion (dev → staging → production)<br />- Any request like "verify plugin integrity", "generate manifest", "check supply chain", or "sign this plugin" | None |
| [agentic-eval](../skills/agentic-eval/SKILL.md) | Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when:<br />- Implementing self-critique and reflection loops<br />- Building evaluator-optimizer pipelines for quality-critical generation<br />- Creating test-driven code refinement workflows<br />- Designing rubric-based or LLM-as-judge evaluation systems<br />- Adding iterative improvement to agent outputs (code, reports, analysis)<br />- Measuring and improving agent response quality | None |
| [ai-prompt-engineering-safety-review](../skills/ai-prompt-engineering-safety-review/SKILL.md) | Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations with extensive frameworks, testing methodologies, and educational content. | None |
| [appinsights-instrumentation](../skills/appinsights-instrumentation/SKILL.md) | Instrument a webapp to send useful telemetry data to Azure App Insights | `LICENSE.txt`<br />`examples`<br />`references/ASPNETCORE.md`<br />`references/AUTO.md`<br />`references/NODEJS.md`<br />`references/PYTHON.md`<br />`scripts/appinsights.ps1` |
| [apple-appstore-reviewer](../skills/apple-appstore-reviewer/SKILL.md) | Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons. | None |
| [arch-linux-triage](../skills/arch-linux-triage/SKILL.md) | Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices. | None |
| [architecture-blueprint-generator](../skills/architecture-blueprint-generator/SKILL.md) | Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, generates visual diagrams, documents implementation patterns, and provides extensible blueprints for maintaining architectural consistency and guiding new development. | None |
| [arize-ai-provider-integration](../skills/arize-ai-provider-integration/SKILL.md) | INVOKE THIS SKILL when creating, reading, updating, or deleting Arize AI integrations. Covers listing integrations, creating integrations for any supported LLM provider (OpenAI, Anthropic, Azure OpenAI, AWS Bedrock, Vertex AI, Gemini, NVIDIA NIM, custom), updating credentials or metadata, and deleting integrations using the ax CLI. | `references/ax-profiles.md`<br />`references/ax-setup.md` |
| [arize-annotation](../skills/arize-annotation/SKILL.md) | INVOKE THIS SKILL when creating, managing, or using annotation configs on Arize (categorical, continuous, freeform), or applying human annotations to project spans via the Python SDK. Configs are the label schema for human feedback on spans and other surfaces in the Arize UI. Triggers: annotation config, label schema, human feedback schema, bulk annotate spans, update_annotations. | `references/ax-profiles.md`<br />`references/ax-setup.md` |
| [arize-dataset](../skills/arize-dataset/SKILL.md) | INVOKE THIS SKILL when creating, managing, or querying Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation using the ax CLI. | `references/ax-profiles.md`<br />`references/ax-setup.md` |
| [arize-evaluator](../skills/arize-evaluator/SKILL.md) | INVOKE THIS SKILL for LLM-as-judge evaluation workflows on Arize: creating/updating evaluators, running evaluations on spans or experiments, tasks, trigger-run, column mapping, and continuous monitoring. Use when the user says: create an evaluator, LLM judge, hallucination/faithfulness/correctness/relevance, run eval, score my spans or experiment, ax tasks, trigger-run, trigger eval, column mapping, continuous monitoring, query filter for evals, evaluator version, or improve an evaluator prompt. | `references/ax-profiles.md`<br />`references/ax-setup.md` |
| [arize-experiment](../skills/arize-experiment/SKILL.md) | INVOKE THIS SKILL when creating, running, or analyzing Arize experiments. Covers experiment CRUD, exporting runs, comparing results, and evaluation workflows using the ax CLI. | `references/ax-profiles.md`<br />`references/ax-setup.md` |
| [arize-instrumentation](../skills/arize-instrumentation/SKILL.md) | INVOKE THIS SKILL when adding Arize AX tracing to an application. Follow the Agent-Assisted Tracing two-phase flow: analyze the codebase (read-only), then implement instrumentation after user confirmation. When the app uses LLM tool/function calling, add manual CHAIN + TOOL spans so traces show each tool's input and output. Leverages https://arize.com/docs/ax/alyx/tracing-assistant and https://arize.com/docs/PROMPT.md. | `references/ax-profiles.md` |
| [arize-link](../skills/arize-link/SKILL.md) | Generate deep links to the Arize UI. Use when the user wants a clickable URL to open a specific trace, span, session, dataset, labeling queue, evaluator, or annotation config. | `references/EXAMPLES.md` |
| [arize-prompt-optimization](../skills/arize-prompt-optimization/SKILL.md) | INVOKE THIS SKILL when optimizing, improving, or debugging LLM prompts using production trace data, evaluations, and annotations. Covers extracting prompts from spans, gathering performance signal, and running a data-driven optimization loop using the ax CLI. | `references/ax-profiles.md`<br />`references/ax-setup.md` |
| [arize-trace](../skills/arize-trace/SKILL.md) | INVOKE THIS SKILL when downloading or exporting Arize traces and spans. Covers exporting traces by ID, sessions by ID, and debugging LLM application issues using the ax CLI. | `references/ax-profiles.md`<br />`references/ax-setup.md` |
| [aspire](../skills/aspire/SKILL.md) | Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Use when the user asks to create, run, debug, configure, deploy, or troubleshoot an Aspire distributed application. | `references/architecture.md`<br />`references/cli-reference.md`<br />`references/dashboard.md`<br />`references/deployment.md`<br />`references/integrations-catalog.md`<br />`references/mcp-server.md`<br />`references/polyglot-apis.md`<br />`references/testing.md`<br />`references/troubleshooting.md` |
| [aspnet-minimal-api-openapi](../skills/aspnet-minimal-api-openapi/SKILL.md) | Create ASP.NET Minimal API endpoints with proper OpenAPI documentation | None |
| [automate-this](../skills/automate-this/SKILL.md) | Analyze a screen recording of a manual process and produce targeted, working automation scripts. Extracts frames and audio narration from video files, reconstructs the step-by-step workflow, and proposes automation at multiple complexity levels using tools already installed on the user machine. | None |
| [autoresearch](../skills/autoresearch/SKILL.md) | Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy's autoresearch. USE FOR: autonomous improvement, iterative optimization, experiment loop, auto research, performance tuning, automated experimentation, hill climbing, try things automatically, optimize code, run experiments, autonomous coding loop. DO NOT USE FOR: one-shot tasks, simple bug fixes, code review, or tasks without a measurable metric. | None |
| [aws-cdk-python-setup](../skills/aws-cdk-python-setup/SKILL.md) | Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure environment prerequisites, create new CDK projects, manage dependencies, and deploy to AWS. | None |
| [az-cost-optimize](../skills/az-cost-optimize/SKILL.md) | Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations. | None |
| [azure-architecture-autopilot](../skills/azure-architecture-autopilot/SKILL.md) | Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through conversation, and deploy with Bicep.<br />When to use this skill: - "Create X on Azure", "Set up a RAG architecture" (new design) - "Analyze my current Azure infrastructure", "Draw a diagram for rg-xxx" (existing analysis) - "Foundry is slow", "I want to reduce costs", "Strengthen security" (natural language modification) - Azure resource deployment, Bicep template generation, IaC code generation - Microsoft Foundry, AI Search, OpenAI, Fabric, ADLS Gen2, Databricks, and all Azure services | `.gitignore`<br />`assets/06-architecture-diagram.png`<br />`assets/07-azure-portal-resources.png`<br />`assets/08-deployment-succeeded.png`<br />`references/ai-data.md`<br />`references/architecture-guidance-sources.md`<br />`references/azure-common-patterns.md`<br />`references/azure-dynamic-sources.md`<br />`references/bicep-generator.md`<br />`references/bicep-reviewer.md`<br />`references/phase0-scanner.md`<br />`references/phase1-advisor.md`<br />`references/phase4-deployer.md`<br />`references/service-gotchas.md`<br />`scripts/cli.py`<br />`scripts/generator.py`<br />`scripts/icons.py` |
| [azure-deployment-preflight](../skills/azure-deployment-preflight/SKILL.md) | Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any deployment to Azure to preview changes, identify potential issues, and ensure the deployment will succeed. Activate when users mention deploying to Azure, validating Bicep files, checking deployment permissions, previewing infrastructure changes, running what-if, or preparing for azd provision. | `references/ERROR-HANDLING.md`<br />`references/REPORT-TEMPLATE.md`<br />`references/VALIDATION-COMMANDS.md` |
| [azure-devops-cli](../skills/azure-devops-cli/SKILL.md) | Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps, az commands, devops automation, CI/CD, or when user mentions Azure DevOps CLI. | `references/advanced-usage.md`<br />`references/boards-and-iterations.md`<br />`references/org-and-security.md`<br />`references/pipelines-and-builds.md`<br />`references/repos-and-prs.md`<br />`references/variables-and-agents.md`<br />`references/workflows-and-patterns.md` |
| [azure-pricing](../skills/azure-pricing/SKILL.md) | Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption. Use when the user asks about the cost of any Azure service, wants to compare SKU prices, needs pricing data for a cost estimate, mentions Azure pricing, Azure costs, Azure billing, or asks about Copilot Studio pricing, Copilot Credits, or agent usage estimation. Covers compute, storage, networking, databases, AI, Copilot Studio, and all other Azure service families. | `references/COPILOT-STUDIO-RATES.md`<br />`references/COST-ESTIMATOR.md`<br />`references/REGIONS.md`<br />`references/SERVICE-NAMES.md` |
| [azure-resource-health-diagnose](../skills/azure-resource-health-diagnose/SKILL.md) | Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems. | None |
| [azure-resource-visualizer](../skills/azure-resource-visualizer/SKILL.md) | Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill when the user asks for a diagram of their Azure resources or help in understanding how the resources relate to each other. | `LICENSE.txt`<br />`assets/template-architecture.md` |
| [azure-role-selector](../skills/azure-role-selector/SKILL.md) | When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that will meet the requirements with least privilege access and how to apply that role. | `LICENSE.txt` |
| [azure-static-web-apps](../skills/azure-static-web-apps/SKILL.md) | Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring staticwebapp.config.json, adding Azure Functions APIs to SWA, or setting up GitHub Actions CI/CD for Static Web Apps. | None |
| [bigquery-pipeline-audit](../skills/bigquery-pipeline-audit/SKILL.md) | Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations. | None |
| [boost-prompt](../skills/boost-prompt/SKILL.md) | Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the Joyride extension. | None |
| [breakdown-epic-arch](../skills/breakdown-epic-arch/SKILL.md) | Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document. | None |
| [breakdown-epic-pm](../skills/breakdown-epic-pm/SKILL.md) | Prompt for creating an Epic Product Requirements Document (PRD) for a new epic. This PRD will be used as input for generating a technical architecture specification. | None |
| [breakdown-feature-implementation](../skills/breakdown-feature-implementation/SKILL.md) | Prompt for creating detailed feature implementation plans, following Epoch monorepo structure. | None |
| [breakdown-feature-prd](../skills/breakdown-feature-prd/SKILL.md) | Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic. | None |
| [breakdown-plan](../skills/breakdown-plan/SKILL.md) | Issue Planning and Automation prompt that generates comprehensive project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated tracking. | None |
| [breakdown-test](../skills/breakdown-test/SKILL.md) | Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for GitHub projects. | None |
| [centos-linux-triage](../skills/centos-linux-triage/SKILL.md) | Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld. | None |
| [chrome-devtools](../skills/chrome-devtools/SKILL.md) | Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic, and profiling performance. | None |
| [cli-mastery](../skills/cli-mastery/SKILL.md) | Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes, agents, skills, MCP, and configuration. Say "cliexpert" to start. | `references/final-exam.md`<br />`references/module-1-slash-commands.md`<br />`references/module-2-keyboard-shortcuts.md`<br />`references/module-3-modes.md`<br />`references/module-4-agent
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Contents of https://raw.githubusercontent.com/github/awesome-copilot/main/docs/README.skills.md:
s.md`<br />`references/module-5-skills.md`<br />`references/module-6-mcp.md`<br />`references/module-7-advanced.md`<br />`references/module-8-configuration.md`<br />`references/scenarios.md` |
| [cloud-design-patterns](../skills/cloud-design-patterns/SKILL.md) | Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and deployment categories. Use when designing, reviewing, or implementing distributed system architectures. | `references/architecture-design.md`<br />`references/azure-service-mappings.md`<br />`references/best-practices.md`<br />`references/deployment-operational.md`<br />`references/event-driven.md`<br />`references/messaging-integration.md`<br />`references/performance.md`<br />`references/reliability-resilience.md`<br />`references/security.md` |
| [code-exemplars-blueprint-generator](../skills/code-exemplars-blueprint-generator/SKILL.md) | Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaScript, TypeScript, React, Angular, Python) with configurable analysis depth, categorization methods, and documentation formats to establish coding standards and maintain consistency across development teams. | None |
| [code-tour](../skills/code-tour/SKILL.md) | Use this skill to create CodeTour .tour files — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: "create a tour", "make a code tour", "generate a tour", "onboarding tour", "tour for this PR", "tour for this bug", "RCA tour", "architecture tour", "explain how X works", "vibe check", "PR review tour", "contributor guide", "help someone ramp up", or any request for a structured walkthrough through code. Supports 20 developer personas (new joiner, bug fixer, architect, PR reviewer, vibecoder, security reviewer, and more), all CodeTour step types (file/line, selection, pattern, uri, commands, view), and tour-level fields (ref, isPrimary, nextTour). Works with any repository in any language. | `references/codetour-schema.json`<br />`references/examples.md`<br />`scripts/generate_from_docs.py`<br />`scripts/validate_tour.py` |
| [codeql](../skills/codeql/SKILL.md) | Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL CLI. This skill should be used when users need help with code scanning configuration, CodeQL workflow files, CodeQL CLI commands, SARIF output, security analysis setup, or troubleshooting CodeQL analysis. | `references/alert-management.md`<br />`references/cli-commands.md`<br />`references/compiled-languages.md`<br />`references/sarif-output.md`<br />`references/troubleshooting.md`<br />`references/workflow-configuration.md` |
| [comment-code-generate-a-tutorial](../skills/comment-code-generate-a-tutorial/SKILL.md) | Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a complete markdown tutorial. | None |
| [containerize-aspnet-framework](../skills/containerize-aspnet-framework/SKILL.md) | Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project. | None |
| [containerize-aspnetcore](../skills/containerize-aspnetcore/SKILL.md) | Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project. | None |
| [context-map](../skills/context-map/SKILL.md) | Generate a map of all files relevant to a task before making changes | None |
| [conventional-commit](../skills/conventional-commit/SKILL.md) | Prompt and workflow for generating conventional commit messages using a structured XML format. Guides users to create standardized, descriptive commit messages in line with the Conventional Commits specification, including instructions, examples, and validation. | None |
| [convert-plaintext-to-md](../skills/con
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