AI work skill audit
Run an AI Work Skill Audit on Real Sessions
Run a skill audit on real AI work sessions to surface repeated skills, decisions, and evidence from how you actually work.
Why session-based audits beat self-assessment
Most people can name only their declared strengths. Real AI work sessions show something more useful: repeated decisions, corrections, methods, and judgment under pressure. Temet reads those traces to surface what your work already proves.
What Temet extracts from an audit
A Temet audit turns raw sessions into named skills, repeated patterns, concrete evidence, and a clearer view of how you actually work. It separates noisy activity from stable signals that can support a real profile.
What you get after the first run
The first output is a private skill audit. You can keep it private, export it as JSON, or turn it into a public skill profile once the result feels accurate enough to share.
Why this matters in practice
A good audit is not just flattering language. It gives you a better brief for your AI, a clearer professional positioning, and a stronger basis for deciding what should become a workflow, a service, or a public proof point.
Thanks for reading. Arnaud
Run it
Audits local sessions and surfaces repeated skills.
Private first, public later
The right first step is a private audit. Publish only when the names, evidence, and summary feel accurate enough to defend in front of another person.
FAQ
Does this work without sending my sessions to a hosted model?
Yes. The base audit works locally on your session files. Optional narration is an extra layer, not the core requirement.
What does the audit actually output?
It outputs named skills, repeated patterns, judgment signals, and supporting evidence from your real AI work sessions.
Do I need to publish the result?
No. The default use case is private review first. Publishing is optional and should happen only after the output looks credible to you.
Next step
Start with a private Temet audit and review what your real AI work already proves before you publish anything.
Run your first auditPublished February 18, 2026