Grow AI Skills is a collection of focused, privacy-first tools that help people plan AI work, set evidence boundaries, and review outputs before relying on them.

The toolkit currently includes:

• AI Workflow Brief Builder — turns a task into a structured brief with review ownership, evidence boundaries, forbidden actions, data-safety decisions, success criteria, and readiness checks.

• AI Output Change Checker — compares source text with an AI draft and flags changes to protected terms, names, dates, amounts, units, numbers, and negations.

• Transcript Accuracy Checker — calculates WER and CER while separately auditing speaker labels, protected terms, names, numbers, dates, and negations.

No API key is required. Inputs are processed locally in the browser, and results can be exported as Markdown, JSON, or CSV depending on the tool.

Built for people who want practical AI workflows with explicit checks, clear limitations, and human approval points.