Agent skill · software engineering · jeremylongshore

clade-core-workflow-a

Redirect to claude-model-inference for Messages API streaming,

Why this skill is useful

Codifies the use of the primary Anthropic workflow for Messages API but the AI already knows general API usage.

What it needs

Requires anthropic account access. About 1k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.

What this skill does

Anthropic Core Workflow A → Model Inference Overview This skill redirects to clade-model-inference which covers streaming, vision, structured output, and all Messages API patterns. Prerequisites Completed clade-install-auth setup ANTHROPICAPIKEY configured Instructions Step 1: Use claude-model-inference instead This skill has been replaced. The primary Anthropic workflow is the Messages API, covered in full by clade-model-inference. Step 2: Key topics covered there Streaming responses with client.messages.stream() Vision — sending images to Claude Structured JSON output via system prompts Multi-turn conversations All Messages API parameters Output Redirected to clade-model-inference All Messages API patterns available there Error Handling Issue Solution ------- ---------- Skill not found Run clade-model-inference directly Examples Resources Messages API Streaming Next Steps Run clade-model-inference for the complete guide.

How to use it

Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:

@skills jeremylongshore/clade-core-workflow-a

View the source on GitHub

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