ai ml by microsoft
Azure.AI.Projects (.NET) microsoft/azure-ai-projects-dotnet
Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects including agents, connections, datasets, deployments, evaluations, and indexes.
What it changes View full report → Passed 22 of 22 test cases with the skill, and 4 of 22 without it.
Without skill 18%
With skill 100%
Checks it passed that the model alone missed and 25 more in the full report
18 fixed4 passed either way0 still failing0 broke
Pass-rate lift +82 pp
Tokens +78%
Agent turns 0%
Response time -54% Model gemini-3.6-flashMeasured 8/10/2026 v1 22 of 22 cases passed with skill
Use this skill Claude Code DecimalAI agent CLI & files
Save it into your project's skills folder. Claude Code picks it up in its next session.
curl -fsSL --create-dirs -o .claude/skills/microsoft-azure-ai-projects-dotnet/SKILL.md https://app.decimal.ai/s/microsoft-azure-ai-projects-dotnet/SKILL.md Copy command Copy SKILL.md
Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add microsoft-azure-ai-projects-dotnet, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"
Linked stays up to date: your agents get the author's new versions automatically.
Editable copy is yours to change; the author's updates won't reach it.
Install linked skill Create editable copy
1 · One-time — install the CLI (
docs ↗ )
$ pip install "decimalai>=0.15"Copy
2 · Get the skill — writes .agents/skills/microsoft-azure-ai-projects-dotnet/ and pins it in .decimal/skills.lock
$ decimalai skills add microsoft-azure-ai-projects-dotnetCopy
Copy link Copy README badge Copy SKILL.md No CLI? Get the same file — curl · raw file $ curl -fsSL --create-dirs -o .claude/skills/microsoft-azure-ai-projects-dotnet/SKILL.md https://app.decimal.ai/s/microsoft-azure-ai-projects-dotnet/SKILL.mdCopy
Safety checks: 3 of 3 passed
Code scan Clean Intent Passed Content Clean
Overview Benchmark Contents Activity Versions 1 Ratings 0
See it in action One of 18 test cases the skill fixed. Same model, same prompt, with and without the skill.
Prompt Write a C# line of code to delete version '1' of a versioned agent named 'customer-service' in Azure AI Projects.
What was checked, without and with the skill Checked Without skill With skill Calls projectClient.Agents.DeleteAgentVersion passing agentName 'customer-service' and agentVersion '1'.
Show both answers
What's inside The instructions your model reads when the skill loads.
SKILL.md 349 lines single file
Azure.AI.Projects (.NET)
High-level SDK for Azure AI Foundry project operations including agents, connections, datasets, deployments, evaluations, and indexes.
Installation
dotnet add package Azure.AI.Projects
dotnet add package Azure.Identity
# Optional: For versioned agents with OpenAI extensions
dotnet add package Azure.AI.Projects.OpenAI --prerelease
# Optional: For low-level agent operations
dotnet add package Azure.AI.Agents.Persistent --prerelease
Current Versions : GA v1.1.0, Preview v1.2.0-beta.5
Environment Variables
PROJECT_ENDPOINT=https://<resource>.services.ai.azure.com/api/projects/<project> # Required: Azure AI project endpoint
MODEL_DEPLOYMENT_NAME=gpt-4o-mini # Required: model deployment name
CONNECTION_NAME=<your-connection-name> # Optional: project connection name
AI_SEARCH_CONNECTION_NAME=<ai-search-connection> # Optional: Azure AI Search connection name
AZURE_TOKEN_CREDENTIALS=prod # Required only if DefaultAzureCredential is used in production
Authentication
using Azure.Identity;
using Azure.AI.Projects;
var endpoint = Environment.GetEnvironmentVariable("PROJECT_ENDPOINT");
// Local dev: DefaultAzureCredential. Production: set AZURE_TOKEN_CREDENTIALS=prod or AZURE_TOKEN_CREDENTIALS=<specific_credential>
var credential = new DefaultAzureCredential(
DefaultAzureCredential.DefaultEnvironmentVariableName
);
When it activates Automatically, when a task matches.
Use for AI Foundry project management, versioned agents, and orchestration. Triggers: "AI Projects", "AIProjectClient", "Foundry project", "versioned agents", "evaluations", "datasets", "connections", "deployments .NET".
Track record Benchmark 22 / 22
test cases passed, vs 4 / 22 without
Adoption
Users 1
Times used 11 View activity → Safety and source details
SkillSafety ✓ 3 of 3 passed ✓ Code scan 15 of 15 checks clean
0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026
View 15 scanner checks live_secret remote_code_execution reverse_shell data_exfiltration ssrf_metadata agent_snooping anti_refusal destructive_commands obfuscated_unicode unicode_homoglyph opaque_blob suspicious_url tool_overreach trigger_abuse prompt_injection_phrasing
✓ Intent Safe
LLM judge · does the skill do what it claims
✓ Content Clean
LLM judge · policy & harmful-content review
Source Imported microsoft / skills
.github/plugins/azure-sdk-dotnet/skills/azure-ai-projects-dotnet/SKILL.md
View on GitHub ↗ License MITImported 8/3/2026Version v1