Generative AI for Beginners .NET is a hands-on course that teaches .NET developers to build applications using generative AI models and related tools. Its lessons use practical samples covering scenarios such as chat, audio transcription, agents, and local AI. The catalogue entries are add-ons associated with the course repository.
Borrowing it
Nothing to install: this file belongs to microsoft/Generative-AI-for-beginners-dotnet. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/microsoft/Generative-AI-for-beginners-dotnet/main/.github/skills/git-workflow/SKILL.mdgit clone --depth 1 https://github.com/microsoft/Generative-AI-for-beginners-dotnetWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/microsoft/generative-ai-for-beginners-dotnet/git-workflow)<a href="https://agentmods.dev/skills/microsoft/generative-ai-for-beginners-dotnet/git-workflow"><img src="https://agentmods.dev/badge/skills/microsoft/generative-ai-for-beginners-dotnet/git-workflow/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/microsoft/generative-ai-for-beginners-dotnet/git-workflow"><img src="https://agentmods.dev/badge/skills/microsoft/generative-ai-for-beginners-dotnet/git-workflow.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00016 | $0.01557 |
| Opus 5.5 | $0.00006 | $0.00623 |
| Sonnet 5.5 | $0.00003 | $0.00311 |
| Haiku 4.5 | $0.00002 | $0.00156 |
Grade C, and why
git-workflow scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
If a worktree was deleted manually (rm -rf), `git worktree prune` recovers the state. This is a copy
100% identical to git-workflow — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 205 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Context
Squad uses a three-branch model. All feature work starts from dev, not main.
| Branch | Purpose | Publishes |
|---|---|---|
main |
Released, tagged, in-npm code only | npm publish on tag |
dev |
Integration branch — all feature work lands here | npm publish --tag preview on merge |
insiders |
Early-access channel — synced from dev | npm publish --tag insiders on sync |
Branch Naming Convention
Issue branches MUST use: squad/{issue-number}-{kebab-case-slug}
Examples:
squad/195-fix-version-stamp-bugsquad/42-add-profile-api
Workflow for Issue Work
-
Branch from dev:
git checkout dev git pull origin dev git checkout -b squad/{issue-number}-{slug} -
Mark issue in-progress:
gh issue edit {number} --add-label "status:in-progress" -
Create draft PR targeting dev:
gh pr create --base dev --title "{description}" --body "Closes #{issue-number}" --draft -
Do the work. Make changes, write tests, commit with issue reference.
-
Push and mark ready:
git push -u origin squad/{issue-number}-{slug} gh pr ready -
After merge to dev:
git checkout dev git pull origin dev git branch -d squad/{issue-number}-{slug} git push origin --delete squad/{issue-number}-{slug}
Parallel Multi-Issue Work (Worktrees)
When the coordinator routes multiple issues simultaneously (e.g., "fix bugs X, Y, and Z"), use git worktree to give each agent an isolated working directory. No filesystem collisions, no branch-switching overhead.
When to Use Worktrees vs Sequential
| Scenario | Strategy |
|---|---|
| Single issue | Standard workflow above — no worktree needed |
| 2+ simultaneous issues in same repo | Worktrees — one per issue |
| Work spanning multiple repos | Separate clones as siblings (see Multi-Repo below) |
Setup
From the main clone (must be on dev or any branch):
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 205 lines · 16 tokens per session scan C 0591afc3b9be
git-workflow is a skill published in the GitHub repository microsoft/Generative-AI-for-beginners-dotnet (3,136 stars, last pushed 3d ago), licensed MIT. It adds 16 tokens to every session and 1,557 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). It is 100% identical to git-workflow, differing in 0 lines, and is treated as a copy.
Other skills, from other repositories
merge-batch
Prepare and merge an owner-selected PR batch with contributor credit and exact-candidate admission. Use for a pasted PR list; combined focused validation is diagnostic, and every actual landing still requires its applicable checks and authorization.
prowler-commit
Creates professional git commits following conventional-commits format. Trigger: When creating commits, after completing code changes, when user asks to commit.
gh-auth-isolation
Safely manage multiple GitHub identities (EMU + personal) in agent workflows.
comet-github
A routing guide for Comet-related GitHub work. It directs requests about pull requests, issues, CI failures, ideas, and fixes to the appropriate review or implementation process.
release-helper
Ensures configuration and code changes are released correctly. Use PROACTIVELY whenever you edit config.json, change any setting, or fix a configuration bug in this project, so the change reaches production.
merge-pr
Merge a pull request with status checks, squash merge, and branch cleanup. Handles worktree contexts.