f-analyst

SkillDev tools

Apply Data First as a data analyst who inspects this repo as a data analyst. Use when the user types /f-analyst or /f data.

Available today. Use it from your connected AI after setup.

No other account needed.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the f-analyst skill

What this skill tells your AI

The instructions your AI receives, as published by blockmatic/basilic in .agents/skills/f/f-analyst/SKILL.md and read by ahel’s review.

Apply Data First as a data analyst.

Read ../references/analyst.md.
Read _first/FIRST.md. Take the In path for data:. If that station is Out, stop and say so.
Read the instance file at that path.
Read references/spec.md.
Compare the spec and overlay to the implementation. Label Fact, inference, assumption, unresolved.
Propose the smallest overlay (or brief) update. Do not invent product facts. Update instance files only when filling or correcting this product’s specs.

Advanced