SuperGitSight – Data-Driven Intelligence for GitHub Profiles

From Noice To Signals

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GitHub profiles are easy to view, but hard to understand

Most evaluations look at basic stats. That leads to guessing.

Is work consistent or sporadic?

Personal or collaborative?

Shallow or meaningful?

How does this compare with others?

github.com/coderomm

What does this pattern actually mean?

Is work consistent or sporadic?

Personal or collaborative?

Shallow or meaningful?

How does this compare with others?

SuperGitSight does it for you - From raw activity to clear insights

We turn raw GitHub data into clear, useful insights. We focus on how developers work over time, not just how impressive their stats look.

Overall Consistency92%

ReliabilityHigh

Impactful Contributions4.2x

Year By Year Growth+27%

github.com/coderomm

Clear behavioral insights at a glance

Overall Consistency92%

ReliabilityHigh

Impactful Contributions4.2x

Year By Year Growth+27%

Complete Open-Source Contributions

New Feature

GitHub doesn't show all your open-source work in one place. SuperGitSight does.

All your pull requests, issues, reviews, and commits are gathered in one place. Search through your entire contribution history easily.

All-time OSS activity, not just recent feeds

PRs, issues, reviews, and commits in one place

Status, size, and change context included

Direct links back to GitHub for verification

How We Interpret GitHub Activity

A scoring system based on behavior, not hype

SuperGitSight looks at five key signals from your GitHub activity. These signals show what you actually do over time, not what you say you can do.

Scores come from your real GitHub activity. They are not skill claims or hiring decisions.

scoring-model.ts

// KCRIM Behavioral Scoring ModelSignals evaluated from observed GitHub activity:Consistency (82%)- Measures how regularly meaningful work appears over time- Rewards sustained contribution patterns, not short burstsContribution (76%)- Evaluates breadth and depth of collaborative output- Accounts for PRs, reviews, and participation across projectsReliability (91%)- Assesses follow-through and completion behavior- Reflects how often work is carried to a stable outcomeImpact (68%)- Captures reach and downstream influence of contributions- Based on adoption, reuse, and engagement signalsMastery (73%)- Tracks growth and depth across technologies- Indicates learning trajectory rather than static skill claims

Who SuperGitSight is built for

Open-source contributors

See all your open-source work in one place. Not just repos you own, but all your contributions.

Developers

Learn what your GitHub profile really shows. See patterns that basic stats miss.

Evaluators & hiring teams

Look beyond stars and streaks. Use clear signals to understand developer profiles.

Early Community Feedback

Reactions from developers exploring SuperGitSight for real evaluations.

Our Usage Limits

Feature	Guest	Authenticated	Pro	Window
Profile Analysis	5000	1000010x	10000010x	1hr
Profile Refresh	5000	1000010x	10000010x	1hr
Profile Comparison	5000	1000010x	10000010x	1hr

See our pricing for more information.

Try SuperGitSight now.

Free to use • No sign-up required • Instant results

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