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What is SkillScope?
SkillScope is a skills inference engine that reads your GitHub activity and maps what each contributor actually knows — based on what they do, not what they say.
- Commits & file changes
- Pull requests & merges
- Code reviews & comments
- Languages per contributor
- Skill map per contributor
- Confidence scores per skill
- Bus factor per repository
- Language & tech breakdown
- 6 deterministic inference rules
- No LLMs — rule-based only
- No code cloned or executed
- GitHub API activity data only
Connect a repository below, click RUN, and SkillScope fetches commits, PRs, and reviews from the GitHub API — then applies its inference rules to build a skill profile for every contributor. Visit Skill Map to see the full picture across all repos, or open a Run to inspect individual pipeline results.
GitHub Token
A GitHub Personal Access Token is required to load your repositories and run analysis. If you logged in with GitHub, the token is set automatically — this form is for manual entry or override.
HOW TO CREATE A TOKEN
- Go to github.com/settings/tokens/new
- Give it a name (e.g. SkillScope)
- Select scopes: repo (for private repos) or public_repo (public only)
- Click Generate token and copy it
- Paste it below and click SAVE TOKEN
Analyze Repository
Select a GitHub repository to analyze. Fetches commits, PRs, reviews, and file changes via the GitHub API, then infers skills from activity patterns. No code is executed locally.