research-process-builder

Build validated web research processes through self-annealing loops. Takes a research goal, generates search steps, tests against sample companies, scores accuracy, and iterates until 90%+. Use when creating new research workflows, building claygent/agent prompts, or systematizing any web research task.

Build validated web research processes through self-annealing loops. Takes a research goal, generates search steps, tests against sample companies, scores accuracy, and iterates until 90%+. Use when creating new research workflows, building claygent/agent prompts, or systematizing any web research task.

Standardized web research agent using FireCrawl (deep scrape) + SerperDev (search) + gpt-4o-mini (extraction). Validated against ground truth with annealable scoring loop. Trigger: any research task that needs web-sourced structured data extraction.

Graduate a research process (processes/find-*.md) into a production trigger.dev scheduled task. Use when user decides a monitoring process is ready for automated daily/weekly execution. Handles config generation, task scaffolding, deploy, and validation.