Why it belongs
Medium-confidence signal across research and automation workspaces.
Watch-out
Scripts need owners, paths, and logs before they become operations.
Backend
Python
Use it for data scripts, research utilities, automation helpers, and analysis workflows.
Use when
Put the tool to work in a clear lane.
- A dataset needs cleanup.
- A one-off research task needs speed.
- A worker needs a mature data ecosystem.
Related skills
Run these checks before the tool gets more weight.
CRM
CRM Cleanup Sprint
Clean the fields, stages, and next steps that make lead follow-up hard to trust.
Reporting
Local Service Lead Loop
Connect ads, landing pages, calls, forms, CRM stages, and weekly reporting.