| name | research-process-builder |
| description | 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. |
Research Process Builder
Factory that produces validated, step-by-step web research processes through iterative testing. Takes any research goal, generates search patterns, tests against real companies, scores accuracy, and loops until 90%+ reliability.
Output: portable .md process files any agent (Claude Code, Clay, custom GPT, browser agent) can follow.
When To Use
- Building a new research workflow for any topic (company intel, market sizing, hiring signals, tech stack detection)
- Creating claygent or web research agent prompts that need to work reliably
- Systematizing any manual web research you do repeatedly
When NOT To Use
- Running an existing research process (load the process
.md directly)
- One-off research where you just need the answer
- Data enrichment at scale (use a dedicated enrichment tool)
Interactive Flow
@references/interactive-flow.md
Example Processes
| Process | File | Steps | Accuracy |
|---|
| Find competitors | processes/find-competitors.md | 7 | 93% |
| Find reviews | processes/find-reviews.md | 6 | 95% |
| Find recent news | processes/find-news.md | 7 | 90% |
| Find PR/releases | processes/find-pr-releases.md | 5 | 90% |
| Find third-party profiles | processes/find-profiles.md | 6 | 100% |
| Find hiring activity | processes/find-hiring.md | 5 | 93% |
| Find job role insights | processes/find-job-role-insights.md | 5 | 90% |
| Find growth signals | processes/find-growth-signals.md | 7 | 93% |
| Find customer negativity | processes/find-negativity.md | 6 | 90% |
Build Methodology
@references/build-loop.md
Accumulated Learnings
@references/learnings.md
