🐛 Cohere Structured Outputs
This skill enforces Cohere structured outputs to guarantee valid JSON, schema compliance, and compliant tool calls for data extraction and classification.
npx playbooks add skill rshvr/unofficial-cohere-best-practices --skill cohere-structured-outputs
About Cohere Structured Outputs
Cohere Structured Outputs is a debugging tool that ensures the validity and compliance of outputs from the Cohere AI system, guaranteeing that the outputs are in valid JSON format and adhere to the required schema, which is essential for accurate data extraction and classification. This skill enables developers to rely on consistent and properly formatted outputs, which is crucial when working with data-intensive applications. Developers would use Cohere Structured Outputs when they need to verify the correctness and consistency of the data generated by the Cohere AI system.
This compact 21-word instruction set is purpose-built for debugging work in AI coding agents. Install with a single command.
Use Cases
- Systematically diagnosing production errors and crashes
- Tracing memory leaks and performance bottlenecks
- Debugging async race conditions and concurrency issues
- Root-cause analysis with structured logging
Example Prompts
System Prompt (21 words)
This skill enforces Cohere structured outputs to guarantee valid JSON, schema compliance, and compliant tool calls for data extraction and classification.
Frequently Asked Questions
What is Cohere Structured Outputs?
Cohere Structured Outputs is a free debugging skill for AI coding agents. This skill enforces Cohere structured outputs to guarantee valid JSON, schema compliance, and compliant tool calls for data extraction and classification.. It provides a specialized system prompt that configures your agent with debugging expertise.
How do I use Cohere Structured Outputs with Claude Code?
Run npx playbooks add skill rshvr/unofficial-cohere-best-practices --skill cohere-structured-outputs in your terminal to install Cohere Structured Outputs into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Cohere Structured Outputs?
Cohere Structured Outputs is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Cohere Structured Outputs free to use?
Yes, Cohere Structured Outputs is completely free and open source. The full source is available on GitHub at https://github.com/rshvr/unofficial-cohere-best-practices/tree/main/skills/cohere-structured-outputs. You only need a subscription to the AI agent you use it with.
