For developersYour repositories already know what you can do. Nobody has read them properly.
Real skills, read straight from your repositories — not your resume, not a timed puzzle.
Every row links back to the file, commit or workflow it was read from. Nothing here is self-reported.
From a repository to a claim someone can check
Connect GitHub
Your top repositories, ranked and analyzed — one read-only consent screen.
Signals become skills
Code, workflows and tests map to the skills that matter.
Act on the gap
Diff against a posting and get the project that closes it.
One scan in, a profile that holds up.
Five views, one evidence base
Skill graph, not a language chart
Nodes sized by evidence, linked across the repos that share them.
Cross-repo portfolio analytics
Build timeline, commit craft and stack — patterns no single repo shows.
Role readiness against real postings
Paste a job post, get a requirement-by-requirement diff with evidence.
A next move, ranked by leverage
Every gap ships with a concrete project — milestones and CI checks included.
A public profile that holds up
One link, every claim traceable to a commit.
Three tools already claim to judge you. None of them read your code.
Screening platforms
Timed puzzles under proctoring. An LLM clears the take-home in a minute.
Profile builders
Surfaces stars and streaks — popularity, not skill. Never opens a Dockerfile.
ATS & resume matchers
Matches keywords on a PDF. Rejects strong engineers over phrasing.
Pragmys
Reads what you actually built and shipped, straight from your repositories.
Stop guessing why you were rejected.
One GitHub sign-in builds your profile and ranks what to build next.
Free while in beta · read-only scope · delete your profile any time