research-process-builder
Skill70 starsChanged 2 months agoMITView on GitHub
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.
In this repository11 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- graduate-to-triggerSkill
- research-agentSkill
- trigger-agentsSkill
- trigger-configSkill
- trigger-cost-savingsSkill
- trigger-realtimeSkill
- trigger-setupSkill
- trigger-tasksSkill
- research-process-builderSkill
The file
Files
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 (Clay, custom GPT, browser agent, coding 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
.mddirectly) - 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
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.