airas

Run an end-to-end automated ML research project with the AIRAS MCP tools where Claude Code itself authors the generation steps (hypothesis, experimental design, analysis, paper) using AIRAS's curated prompts via get_generation_prompt — no LLM provider API key required. Use when the user wants automated research with AIRAS but no LLM provider key (OPENAI_API_KEY etc.) is configured, or when they want you to write the research artifacts yourself. If backend LLM keys are configured and preferred, use the auto-research skill instead.

Run an end-to-end automated ML research project with the AIRAS MCP tools, using backend LLM API keys for the generation steps (hypothesis, experimental design, analysis, paper writing). Use when the user wants to start or continue automated research with AIRAS and LLM provider API keys (OPENAI_API_KEY etc.) are configured in ~/.airas/credentials.json. If no LLM provider key is available, use the auto-research-claude-code skill instead.