Use when you need to customize how DSPy formats prompts for a specific provider — switching from chat to completion format, forcing JSON output, or debugging prompt rendering issues. Common scenarios - debugging why your prompt looks wrong when sent to the model, switching from OpenAI to Anthropic and the formatting breaks, forcing the model to return valid JSON instead of markdown, working with completion-style models that do not support chat format, customizing system messages, or handling models that choke on structured output instructions. Related - ai-switching-models, ai-following-rules, ai-parsing-data. Also used for prompt template rendering, how DSPy builds the prompt, custom system message in DSPy, JSON mode not working, model ignores format instructions, switch from chat to completion API, dspy.ChatAdapter, dspy.JSONAdapter, prompt formatting issues, debug what DSPy sends to the model, dspy.XMLAdapter, XML output format.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryEngineeringStars0
About this skill
Use when you need to customize how DSPy formats prompts for a specific provider — switching from chat to completion format, forcing JSON output, or debugging prompt rendering issues. Common scenarios - debugging why your prompt looks wrong when sent to the model, switching from OpenAI to Anthropic and the formatting breaks, forcing the model to return valid JSON instead of markdown, working with completion-style models that do not support chat format, customizing system messages, or handling models that choke on structured output instructions. Related - ai-switching-models, ai-following-rules, ai-parsing-data. Also used for prompt template rendering, how DSPy builds the prompt, custom system message in DSPy, JSON mode not working, model ignores format instructions, switch from chat to completion API, dspy.ChatAdapter, dspy.JSONAdapter, prompt formatting issues, debug what DSPy sends to the model, dspy.XMLAdapter, XML output format.
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Use when you need to customize how DSPy formats prompts for a specific provider — switching from chat to completion format, forcing JSON output, or debugging prompt rendering issues. Common scenarios - debugging why your prompt looks wrong when sent to the model, switching from OpenAI to Anthropic and the formatting breaks, forcing the model to return valid JSON instead of markdown, working with completion-style models that do not support chat format, customizing system messages, or handling models that choke on structured output instructions. Related - ai-switching-models, ai-following-rules, ai-parsing-data. Also used for prompt template rendering, how DSPy builds the prompt, custom system message in DSPy, JSON mode not working, model ignores format instructions, switch from chat to completion API, dspy.ChatAdapter, dspy.JSONAdapter, prompt formatting issues, debug what DSPy sends to the model, dspy.XMLAdapter, XML output format.
About this listing
Category
Engineering
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI