Azure Openai To Responses
microsoft/ai-agents-for-beginners
Migrate Python apps from Azure OpenAI Chat Completions to the Responses API.
Create and setup a new OpenAI Agents SDK application with interactive guidance for language choice, agent type selection (Basic, Voice, Realtime), project setup, and automatic verification.
Install New Openai SDK App
$ npx skills add sandgardenhq/sgai --skill new-openai-sdk-app -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sandgardenhq/sgai new-openai-sdk-app --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/sandgardenhq/sgai.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cmd/sgai/skel/.sgai/skills/new-openai-sdk-app .claude/skills/new-openai-sdk-app && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "new-openai-sdk-app" agent skill from https://github.com/sandgardenhq/sgai/tree/main/cmd/sgai/skel/.sgai/skills/new-openai-sdk-app into .claude/skills/new-openai-sdk-app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "new-openai-sdk-app", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/sandgardenhq/sgai/tree/main/cmd/sgai/skel/.sgai/skills/new-openai-sdk-appType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add sandgardenhq/sgai --skill new-openai-sdk-app -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sandgardenhq/sgai new-openai-sdk-app --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sandgardenhq/sgai.git skills-src && mkdir -p .agents/skills && cp -r skills-src/cmd/sgai/skel/.sgai/skills/new-openai-sdk-app .agents/skills/new-openai-sdk-app && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "new-openai-sdk-app" agent skill from https://github.com/sandgardenhq/sgai/tree/main/cmd/sgai/skel/.sgai/skills/new-openai-sdk-app into .agents/skills/new-openai-sdk-app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "new-openai-sdk-app", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sandgardenhq/sgai --skill new-openai-sdk-app -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sandgardenhq/sgai new-openai-sdk-app --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sandgardenhq/sgai.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/cmd/sgai/skel/.sgai/skills/new-openai-sdk-app .cursor/skills/new-openai-sdk-app && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "new-openai-sdk-app" agent skill from https://github.com/sandgardenhq/sgai/tree/main/cmd/sgai/skel/.sgai/skills/new-openai-sdk-app into .cursor/skills/new-openai-sdk-app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "new-openai-sdk-app", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/sandgardenhq/sgai.git --path cmd/sgai/skel/.sgai/skills/new-openai-sdk-app--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add sandgardenhq/sgai --skill new-openai-sdk-app -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sandgardenhq/sgai new-openai-sdk-app --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sandgardenhq/sgai.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/cmd/sgai/skel/.sgai/skills/new-openai-sdk-app .gemini/skills/new-openai-sdk-app && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "new-openai-sdk-app" agent skill from https://github.com/sandgardenhq/sgai/tree/main/cmd/sgai/skel/.sgai/skills/new-openai-sdk-app into .gemini/skills/new-openai-sdk-app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "new-openai-sdk-app", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install sandgardenhq/sgai new-openai-sdk-appInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add sandgardenhq/sgai --skill new-openai-sdk-app -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sandgardenhq/sgai.git skills-src && mkdir -p .github/skills && cp -r skills-src/cmd/sgai/skel/.sgai/skills/new-openai-sdk-app .github/skills/new-openai-sdk-app && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "new-openai-sdk-app" agent skill from https://github.com/sandgardenhq/sgai/tree/main/cmd/sgai/skel/.sgai/skills/new-openai-sdk-app into .github/skills/new-openai-sdk-app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "new-openai-sdk-app", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sandgardenhq/sgai --skill new-openai-sdk-app -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sandgardenhq/sgai new-openai-sdk-app --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sandgardenhq/sgai.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/cmd/sgai/skel/.sgai/skills/new-openai-sdk-app .opencode/skills/new-openai-sdk-app && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "new-openai-sdk-app" agent skill from https://github.com/sandgardenhq/sgai/tree/main/cmd/sgai/skel/.sgai/skills/new-openai-sdk-app into .opencode/skills/new-openai-sdk-app/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "new-openai-sdk-app", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
new-openai-sdk-app- GitHub stars
- 137
- Token cost
- ~3.9k tokens
- SKILL.md length
- 1,275 words
- Files
- 1
- Skills in repo
- 53
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Create and setup a new OpenAI Agents SDK application with interactive guidance for language choice, agent type selection (Basic, Voice, Realtime), project setup, and automatic verification.
- Works in 3 steps: Start with the overview → Based on the user's language and agent… → Read relevant guides mentioned in the…
- Tasks that involve LLM API integration
- SKILL.md covers Reference Documentation, Gather Requirements, Setup Plan and Implementation, plus 4 more sections
- Calls npm, pip and npx; needs OPENAI_API_KEY
What it does
New Openai SDK App is an agent skill from sandgardenhq/sgai. Create and setup a new OpenAI Agents SDK application with interactive guidance for language choice, agent type selection (Basic, Voice, Realtime), project setup, and automatic verification.
Its SKILL.md is about 3.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering LLM API integration and Speech recognition and synthesis. It works with OpenAI, OpenAI Agents SDK, Python and TypeScript. The repository describes itself as: Sandgarden AI Software Factory.
When your agent uses it
- Tasks that involve LLM API integration
- Tasks that involve Speech recognition and synthesis
Example prompts
- “/new-openai-sdk-app”
Requirements
- Python 3
- Node.js
- A credential in OPENAI_API_KEY
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Start with the overview
- Based on the user's language and agent type choice, read the appropriate SDK reference
- Read relevant guides mentioned in the overview such as
What it can do on your machine
Read from SKILL.md and the folder at commit 9efbb7b. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
npmpipnpxpythonpoetry
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
openai.github.ionpmjs.compypi.orgplatform.openai.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
OPENAI_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
New Openai SDK App loads about 3.9k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 1,275 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:319
- Add `.env` to `.gitignore`
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,275 words (~3,932 tokens).
“You are tasked with helping the user create a new OpenAI Agents SDK application. Follow these steps carefully:”
- name
- new-openai-sdk-app
Files
Just SKILL.md in cmd/sgai/skel/.sgai/skills/new-openai-sdk-app of sandgardenhq/sgai.
Open the folder on GitHubat commit 9efbb7b
Compare with similar skills
New Openai SDK App next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| New Openai SDK App this skillsandgardenhq/sgai | 137 | — | ~3.9k | Automated safety check: Notes | Custom licence | |
| Azure Openai To Responsesmicrosoft/ai-agents-for-beginners | 77k | — | ~6k | Automated safety check: Notes | MIT | |
| Azure Openai To Responsesmicrosoft/ai-agents-for-beginners | 77k | — | ~6k | Automated safety check: Notes | MIT | |
| Azure Openai To Responsesmicrosoft/ai-agents-for-beginners | 77k | — | ~6.5k | Automated safety check: Notes | MIT | |
| Azure Openai To Responsesmicrosoft/ai-agents-for-beginners | 77k | — | ~7k | Automated safety check: Notes | MIT | |
| Ydc Openai Agent SDK IntegrationLeoYeAI/openclaw-master-skills | 2.2k | — | ~4.4k | Automated safety check: Notes | MIT |
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Questions about New Openai SDK App
What does New Openai SDK App do?
Create and setup a new OpenAI Agents SDK application with interactive guidance for language choice, agent type selection (Basic, Voice, Realtime), project setup, and automatic verification. New Openai SDK App is an agent skill from sandgardenhq/sgai. Create and setup a new OpenAI Agents SDK application with interactive guidance for language choice, agent type selection (Basic, Voice, Realtime), project setup, and automatic verification.
When should I use New Openai SDK App?
New Openai SDK App fits situations like: tasks that involve LLM API integration; tasks that involve Speech recognition and synthesis.
How do I install New Openai SDK App in Claude Code?
Run `npx skills add sandgardenhq/sgai --skill new-openai-sdk-app -a claude-code`. Or copy the skill folder (cmd/sgai/skel/.sgai/skills/new-openai-sdk-app in sandgardenhq/sgai) into .claude/skills/new-openai-sdk-app in your project. Claude Code loads it when a task matches its description.
How do I install New Openai SDK App in Codex?
Run `npx skills add sandgardenhq/sgai --skill new-openai-sdk-app -a codex`. Or copy the skill folder (cmd/sgai/skel/.sgai/skills/new-openai-sdk-app in sandgardenhq/sgai) into .agents/skills/new-openai-sdk-app in your project. Codex loads it when a task matches its description.
Can I use New Openai SDK App in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sandgardenhq/sgai --skill new-openai-sdk-app -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/new-openai-sdk-app, .gemini/skills/new-openai-sdk-app, .github/skills/new-openai-sdk-app and .opencode/skills/new-openai-sdk-app in your project.
What does New Openai SDK App need to run?
Going by SKILL.md and its folder, New Openai SDK App needs the command-line tools its instructions call (npm, pip, npx, python and poetry) and credentials named OPENAI_API_KEY. Our summary lists: Python 3; Node.js; A credential in OPENAI_API_KEY.
Does New Openai SDK App access the network?
SKILL.md names 4 domains. As links in the text: openai.github.io, npmjs.com, pypi.org and platform.openai.com. This is read from the text; nothing was executed.
Is New Openai SDK App safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does New Openai SDK App use?
New Openai SDK App has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does New Openai SDK App use?
About 3.9k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to New Openai SDK App?
Skills that share tags, products or a category with New Openai SDK App: Azure Openai To Responses (microsoft/ai-agents-for-beginners, 77k stars), Azure Openai To Responses (microsoft/ai-agents-for-beginners, 77k stars), Azure Openai To Responses (microsoft/ai-agents-for-beginners, 77k stars) and Azure Openai To Responses (microsoft/ai-agents-for-beginners, 77k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains New Openai SDK App?
sandgardenhq (a GitHub organization) maintains it in sandgardenhq/sgai, which has 137 GitHub stars. The repository holds 53 skills in this directory. The repository was last updated on September 21, 2026.
Source: sandgardenhq/sgai on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.