Azure Openai To Responses
microsoft/ai-agents-for-beginners
Migrate Python apps from Azure OpenAI Chat Completions to the Responses API.
A skill your agent uses when editing worker/src/constants/default-model-prices.json, packages/shared/src/server/llm/types.ts, pricing tiers, tokenizer IDs, or matchPattern regexes for OpenAI…
Install Add Model Price
$ npx skills add langfuse/langfuse --skill add-model-price -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install langfuse/langfuse add-model-price --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/langfuse/langfuse.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/add-model-price .claude/skills/add-model-price && 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 "add-model-price" agent skill from https://github.com/langfuse/langfuse/tree/main/.agents/skills/add-model-price into .claude/skills/add-model-price/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-model-price", 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/langfuse/langfuse/tree/main/.agents/skills/add-model-priceType 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 langfuse/langfuse --skill add-model-price -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install langfuse/langfuse add-model-price --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/langfuse/langfuse.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/add-model-price .agents/skills/add-model-price && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "add-model-price" agent skill from https://github.com/langfuse/langfuse/tree/main/.agents/skills/add-model-price into .agents/skills/add-model-price/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-model-price", 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 langfuse/langfuse --skill add-model-price -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install langfuse/langfuse add-model-price --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/langfuse/langfuse.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/add-model-price .cursor/skills/add-model-price && 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 "add-model-price" agent skill from https://github.com/langfuse/langfuse/tree/main/.agents/skills/add-model-price into .cursor/skills/add-model-price/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-model-price", 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/langfuse/langfuse.git --path .agents/skills/add-model-price--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 langfuse/langfuse --skill add-model-price -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install langfuse/langfuse add-model-price --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/langfuse/langfuse.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/add-model-price .gemini/skills/add-model-price && 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 "add-model-price" agent skill from https://github.com/langfuse/langfuse/tree/main/.agents/skills/add-model-price into .gemini/skills/add-model-price/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-model-price", 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 langfuse/langfuse add-model-priceInstalls 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 langfuse/langfuse --skill add-model-price -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/langfuse/langfuse.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/add-model-price .github/skills/add-model-price && 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 "add-model-price" agent skill from https://github.com/langfuse/langfuse/tree/main/.agents/skills/add-model-price into .github/skills/add-model-price/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-model-price", 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 langfuse/langfuse --skill add-model-price -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install langfuse/langfuse add-model-price --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/langfuse/langfuse.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/add-model-price .opencode/skills/add-model-price && 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 "add-model-price" agent skill from https://github.com/langfuse/langfuse/tree/main/.agents/skills/add-model-price into .opencode/skills/add-model-price/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "add-model-price", 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
add-model-price- GitHub stars
- 36k
- Token cost
- ~1.2k tokens
- SKILL.md length
- 418 words
- Files
- 11 (incl. scripts, references)
- Skills in repo
- 33
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
A skill your agent uses when editing worker/src/constants/default-model-prices.json, packages/shared/src/server/llm/types.ts, pricing tiers, tokenizer IDs, or matchPattern regexes for OpenAI…
- Editing worker/src/constants/default-model-prices.json
- SKILL.md covers When to Apply, How to Read This Skill, Quick Start Checklist and Reference Map, plus 1 more section
- Runs JavaScript scripts from its folder; calls node
- Packages/shared/src/server/llm/types.ts
What it does
Add Model Price is an agent skill from langfuse/langfuse. Use when editing worker/src/constants/default-model-prices.json, packages/shared/src/server/llm/types.ts, pricing tiers, tokenizer IDs, or matchPattern regexes for OpenAI, Anthropic, Bedrock, Vertex, Azure, or Gemini model pricing.
Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files, including scripts and reference files (for example `references/automated-audit.md`, `references/match-patterns.md` and `references/model-audit-memory.md`).
It sits in AI & LLM Engineering, covering Pricing strategy. It works with Microsoft Azure, Langfuse and OpenAI. The repository describes itself as: 🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.
When your agent uses it
- Editing worker/src/constants/default-model-prices.json
- Packages/shared/src/server/llm/types.ts
- MatchPattern regexes for OpenAI
- Gemini model pricing
Example prompts
- “/add-model-price”
Requirements
- Node.js
What it can do on your machine
Read from SKILL.md and the folder at commit 389f393. 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
Ships 3 files in scripts/ (JavaScript), which the agent can run.
Shell commands in SKILL.md call:
node
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Add Model Price loads about 1.2k tokens when it runs, and up to ~39k if it reads all its reference files. Until then it costs about 62 tokens; SKILL.md has 418 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 passed
The automated check found no risky patterns in SKILL.md.
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); the scripts in this folder 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 418 words (~1,233 tokens).
“Use this skill for model pricing changes in worker/ and shared LLM type updates in packages/shared/.”
- name
- add-model-price
Files
SKILL.md and 10 other files (scripts, references) in .agents/skills/add-model-price of langfuse/langfuse.
- SKILL.md
- references/automated-audit.md
- references/match-patterns.md
- references/model-audit-memory.md
- references/provider-sources-and-price-keys.md
- references/provider-usage-key-matrix.md
- references/schema-and-tiers.md
- references/workflow-and-validation.md
- scripts/test-match-pattern.mjs
- scripts/validate-pricing-file.mjs
- scripts/validate-pricing-file.test.mjs
Open the folder on GitHubat commit 389f393
Compare with similar skills
Add Model Price 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 |
|---|---|---|---|---|---|---|
| Add Model Price this skilllangfuse/langfuse | 36k | — | ~1.2k | Automated safety check: Pass | Custom licence | |
| Azure Openai To Responsesmicrosoft/ai-agents-for-beginners | 77k | — | ~6k | Automated safety check: Notes | MIT | |
| Agent Prompt Engineeringagentailor/fullstack-langgraph-nextjs-agent | 132 | — | ~3.6k | Automated safety check: Pass | MIT | |
| Azure Openai To Responsesmicrosoft/ai-agents-for-beginners | 77k | — | ~6k | Automated safety check: Notes | MIT | |
| Azure AI Projects Python SDKmicrosoft/skills | 3.1k | — | ~2.8k | Automated safety check: Pass | MIT | |
| Agent Eval Casesagentailor/fullstack-langgraph-nextjs-agent | 132 | — | ~5.3k | Automated safety check: Pass | MIT |
Similar skills
- Official
Agent Prompt Engineering
agentailor/fullstack-langgraph-nextjs-agent
Comprehensive guide for designing, refining, and auditing system prompts for autonomous AI agents based on Anthropic's production practices.
- Official
Azure Openai To Responses
microsoft/ai-agents-for-beginners
Shift Python apps dem from Azure OpenAI Chat Completions go Responses API.
- Official
Azure AI Projects Python SDK
microsoft/skills
Reference for building on Microsoft Foundry with the azure-ai-projects Python SDK: project clients, versioned agents, evaluations, connections, datasets and indexes.
Agent Eval Cases
agentailor/fullstack-langgraph-nextjs-agent
Decide which AI agent behaviors are worth an eval case, then write those cases — harness-, framework-, and language-agnostic.
Langfuse
davila7/claude-code-templates
Expert in Langfuse - the open-source LLM observability platform.
More from langfuse/langfuse
All 33 skills in this repoLinear Context Handover
langfuse/langfuse
Use Linear as the org's memory: reconstruct a feature's history before touching it, and leave the reasoning behind finished work in the ticket description so the next agent inherits it.
Backend Dev Guidelines
langfuse/langfuse
Build or review Langfuse backend code. An agent skill from langfuse/langfuse.
Langfuse Codebase Navigator
langfuse/langfuse
Navigate Langfuse repositories, code areas, and agent skills.
Refactor React Effects
langfuse/langfuse
Refactor avoidable React useEffect usage in Langfuse frontend code.
Add To Dependabot CSV
langfuse/langfuse
Append GitHub Dependabot or Snyk/code-scanning alerts to an existing vulnerability CSV after verifying their API metadata.
Clickhouse Best Practices
langfuse/langfuse
MUST USE when reviewing ClickHouse schemas, queries, or configurations.
Related
Works with
Categories
Questions about Add Model Price
What does Add Model Price do?
A skill your agent uses when editing worker/src/constants/default-model-prices.json, packages/shared/src/server/llm/types.ts, pricing tiers, tokenizer IDs, or matchPattern regexes for OpenAI…. Add Model Price is an agent skill from langfuse/langfuse.ts, pricing tiers, tokenizer IDs, or matchPattern regexes for OpenAI, Anthropic, Bedrock, Vertex, Azure, or Gemini model pricing.
When should I use Add Model Price?
Add Model Price fits situations like: editing worker/src/constants/default-model-prices.json; packages/shared/src/server/llm/types.ts; matchPattern regexes for OpenAI; gemini model pricing.
How do I install Add Model Price in Claude Code?
Run `npx skills add langfuse/langfuse --skill add-model-price -a claude-code`. Or copy the skill folder (.agents/skills/add-model-price in langfuse/langfuse) into .claude/skills/add-model-price in your project. Claude Code loads it when a task matches its description.
How do I install Add Model Price in Codex?
Run `npx skills add langfuse/langfuse --skill add-model-price -a codex`. Or copy the skill folder (.agents/skills/add-model-price in langfuse/langfuse) into .agents/skills/add-model-price in your project. Codex loads it when a task matches its description.
Can I use Add Model Price 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 langfuse/langfuse --skill add-model-price -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/add-model-price, .gemini/skills/add-model-price, .github/skills/add-model-price and .opencode/skills/add-model-price in your project.
What does Add Model Price need to run?
Going by SKILL.md and its folder, Add Model Price needs JavaScript for the scripts in its folder and the command-line tools its instructions call (node). Our summary lists: Node.js.
Does Add Model Price access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Add Model Price safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Add Model Price use?
Add Model Price 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 Add Model Price use?
About 1.2k tokens (SKILL.md is roughly 4.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 38k tokens, read only when the agent opens those files.
What are the alternatives to Add Model Price?
Skills that share tags, products or a category with Add Model Price: Azure Openai To Responses (microsoft/ai-agents-for-beginners, 77k stars), Agent Prompt Engineering (agentailor/fullstack-langgraph-nextjs-agent, 132 stars), Azure Openai To Responses (microsoft/ai-agents-for-beginners, 77k stars) and Azure AI Projects Python SDK (microsoft/skills, 3.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Add Model Price?
langfuse (a GitHub organization) maintains it in langfuse/langfuse, which has 35,555 GitHub stars. The repository holds 33 skills in this directory. The repository was last updated on October 9, 2026.
Source: langfuse/langfuse on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.