LeadGrowGTM/research-process-builder

59 stars · Last commit 2026-05-20

Build validated web research processes through self-annealing loops. 138 patterns tested, 90%+ accuracy. Works with Claude Code, Clay, any AI agent.

README preview

# research process builder

**→ For the scheduled pipeline (Product Hunt monitor, Supabase setup, SQL, deploy): [trigger/README.md](trigger/README.md)**

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build validated web research processes through self-annealing loops. takes any research goal, generates search patterns, tests them against real companies, scores accuracy, and iterates until 90%+ reliability.

**this is the factory that produces research agent prompts.**

the output is a portable `.md` file with step-by-step search instructions that any agent (Claude Code, Clay/Claygent, custom GPT, browser agent, OpenAI Agents) can follow to reliably surface specific intelligence about companies.

## what's inside

```
├── SKILL.md                          # the methodology — how to build research processes
└── processes/
    ├── find-profiles.md              # 6 steps · 100% accuracy
    ├── find-competitors.md           # 7 steps · 93% accuracy
    ├── find-reviews.md               # 6 steps · 95% accuracy

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