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claude-api
Build production-ready Claude integrations with automatic language detection, optimal model selection, and expert guidance on tools and caching.
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by anthropicsBuild production-ready Claude integrations with automatic language detection, optimal model selection, and expert guidance on tools and caching.
Eliminate deprecated parameters and wrong model choices that break your Claude integration. This skill automatically detects your language stack and delivers exact SDK code for API calls, agent workflows, and prompt caching. Use this if you are building LLM apps requiring reliable, up-to-date implementation patterns across Python, TypeScript, or Java.
Copy the prompt below and paste it into OpenClaw:
Please follow the instructions at https://clawshelf.com/api/skills/anthropics-claude-api/install to download and install this skill to the local ~/.openclaw/skills/ directory.
Package contents
---
name: claude-api
description: "Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or Agent SDK. DO NOT TRIGGER when: code imports `openai`/other AI SDK, general programming, or ML/data-science tasks."
license: Complete terms in LICENSE.txt
---
# Building LLM-Powered Applications with Claude
This skill helps you build LLM-powered applications with Claude. Choose the right surface based on your needs, detect the project language, then read the relevant language-specific documentation.
## Defaults
Unless the user requests otherwise:
For the Claude model version, please use Claude Opus 4.6, which you can access via the exact model string `claude-opus-4-6`. Please default to using adaptive thinking (`thinking: {type: "adaptive"}`) for anything remotely complicated. And finally, please default to streaming for any request that may involve long input, long output, or high `max_tokens` — it prevents hitting request timeouts. Use the SDK's `.get_final_message()` / `.finalMessage()` helper to get the complete response if you don't need to handle individual stream events
---
## Language Detection
Before reading code examples, determine which language the user is working in:
1. **Look at project files** to infer the language:
- `*.py`, `requirements.txt`, `pyproject.toml`, `setup.py`, `Pipfile` → **Python** — read from `python/`
- `*.ts`, `*.tsx`, `package.json`, `tsconfig.json` → **TypeScript** — read from `typescript/`
- `*.js`, `*.jsx` (no `.ts` files present) → **TypeScript** — JS uses the same SDK, read from `typescript/`
- `*.java`, `pom.xml`, `build.gradle` → **Java** — read from `java/`
- `*.kt`, `*.kts`, `build.gradle.kts` → **Java** — Kotlin uses the Java SDK, read from `java/`
- `*.scala`, `build.sbt` → **Java** — Scala uses the Java SDK, read from `java/`
- `*.go`, `go.mod` → **Go** — read from `go/`
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