AI Blocks › Track your numbers
Turn a data file into a short brief of insights you can trust
Give it a data file and a question. Get a checked analysis and a ranked insight brief.
Turn a dataset into a checked brief of top insights is a free AI workflow for the job "Track your numbers". It guides your AI through several skills in order, passing each step's output to the next.
Free · No account · Made by AI Blocks · Thinking: high
What it does
Raw data hides its own faults. Blank cells, repeated rows and odd values sit quietly in the file, and an analysis built on them looks fine until someone asks where a number came from. Even a clean analysis often ends as twenty findings and no clear next move. The steps fix that in order. First it profiles the table and lists what is broken. You then fix those columns and write the one question you want answered. It answers that question with trends, tests and outliers. A separate check goes over the method and the sums before anyone sees it. The last step turns the checked findings into three to five insights, each with why it matters, the likely cause, the size of the impact and what to do.
You give it
- A data file such as a CSV or spreadsheet
- The one question you want the data to answer
- Your goals and who will read the brief (optional)
- A buyer brief (optional)
You get
- A profile of the file with blanks, repeats, odd entries and the columns worth using
- An analysis that answers your question with the numbers and the limits
- A check of the method, the sums and any bias, with fixes to make
- A brief of the top three to five insights, ranked, each with a next action
Use it when
- You have an export or a spreadsheet and a question, and nobody has looked at the file yet.
- You are about to share an analysis and want it checked first.
- You have a pile of findings and need to say which ones to act on.
Steps
- Dataset profiler: Give it a table or file. Get its shape, missing values, odd entries and which columns are worth analyzing.
- Data analyst: Give it a dataset and a question. Get evidence-based answers with trends, tests and correlations.
- Analysis checker: Give it an analysis before you share it. Get a check of the method, the math and any bias.
- Insight brief writer: Give it your findings and goals. Get the top insights ranked by impact and confidence, each with an action.
How to use it
- Download the handoff pack. It's a zip with HANDOFF.md and every skill file this workflow uses.
- Give the folder to Claude (in Claude Code, or as files in a Claude Project) and say "Follow HANDOFF.md".
- Attach your data file. Step 1 reports on it and stops.
- Pause. Fix or drop the columns the profile flagged, then write your one question in plain words.
- Tell it who will read the brief. The last step ranks insights for that reader.