WhichSkills / 6 guides
The WhichSkills build
Follow the codebase behind WhichSkills, from a local dashboard to AI judgments and human-reviewed findings.
What you’ll build
A review process you can inspect.
Load agent skills, narrow the material with code, use Jev for structured judgments, and explain the final decisions with linked evidence.
- Stack
- Python · SQLite · Jev
- You need
- Python 3, Git, and a skills folder
- AI access
- Optional for static checks; TypeSafe key for judgments
- Format
- Written lessons, commands, and checkpoints
6 lessons, in order
- 01
Installation guide
Let's install WhichSkills locally. We'll check what you need, start the dashboard and load your skills. You can try the static checks before connecting Jev.
- 02
Collect a traceable sample
Find public repositories and record the exact commits you inspect.
- 03
Scan and narrow the queue
Use repeatable checks to decide which instructions need a closer read.
- 04
Add structured AI judgments
Ask a defined question, save the answer, and keep the model’s uncertainty visible.
- 05
Review the evidence
Turn a model score into a decision a person can explain and challenge.
- 06
Share the findings
Package the inputs, judgments, and review notes so others can inspect the work.