The memory layer
for your career.
Everything you do counts. SFT turns work, side projects, books — even workouts — into a living record of your skills.
Upload your CV and see your skills in 60 seconds.
Connect
Connect Claude once. Upload your CV to start with 20 years, not zero.
Accumulate
Your record grows by itself: every conversation, log, book and workout adds hours.
Use
Ask for what you need: a CV for a specific role, your automation resistance, your next skill.
Logging is automatic. Claude remembers.
Connect your account to Claude once. From then on, your career logs itself — in conversation.
Claude, log my day: two hours of API design and a client call.
Logged to SFT. Skills credited: API design — 2h, client communication — 1h.
How the founder uses it
“I asked Claude to reconstruct my last 20 years of career — every role, project and skill — and send them to SFT. Seeing two decades mapped in one record made me rethink what my professional profile actually is.”
“Now when I need a resume for a specific position, I ask Claude to write it — with my SFT record as the source of truth, not my memory of it.”
— Roman, founder of startfrom.today