# Prompt Driven Studio Agent Instructions - Start with https://video.promptdriven.ai/agents. - Fetch https://video.promptdriven.ai/llms.txt before crawling. - Treat this file as web-fetchable context, not repo-local automatic discovery. - Prefer the PDS CLI over raw API calls. - Use --json or --jsonl for all automation. - Never parse human CLI output. - Never write tokens to repo files. - Use --idempotency-key for non-dry-run mutations. - Preserve runId, eventsUrl, process exit code, and error.code in summaries.