[FEATURE]: "GSoC Mentor Dashboard" & Cross-Repository Contributor Activity Matrix

[Muneerali199]

Feature and its Use Cases

Is your feature request related to a problem? Please describe.
As an umbrella organization managing almost 200 repositories across multiple GitHub spaces (AOSSIE-Org, StabilityNexus, DjedAlliance), tracking contributor activity—especially during the current GSoC period—is a monumental task. Mentors currently have to manually check individual repositories (like Agora-Blockchain, Devr.AI, EduAid, etc.) to see which applicants are making meaningful contributions.

Furthermore, relying on the standard GitHub REST API to fetch contributor stats across 60+ repositories requires dozens of sequential/parallel network requests. This creates massive frontend bottlenecks and quickly burns through the 5,000 req/hr PAT rate limit.

Describe the solution you'd like
I propose building a "Contributor Activity Matrix" view within OrgExplorer tailored specifically for mentors and org admins. Instead of fetching repository-by-repository, we migrate this specific data-fetching layer to the GitHub GraphQL API (v4) using the search query.

Technical Execution Plan:

1. GraphQL search Integration: Implement a single, highly optimized GraphQL request that fetches the latest PRs and Issues across the entire organization in O(1) network requests.
   Example Query:

   query getOrgWideActivity {
     search(query: "org:AOSSIE-Org is:pr is:merged created:>2026-01-01", type: ISSUE, first: 100) {
       nodes {
         ... on PullRequest {
           repository { name }
           author { login }
           createdAt
           url
         }
       }
     }
   }
   

Additional Context

No response

Code of Conduct

• I have joined the Discord server and will post updates there
• I have searched existing issues to avoid duplicates

[PunyaGowdagd66]

Hello @Muneerali199,
I would like to work on this issue. I am currently contributing to Org Explorer and interested in implementing the Contributor Activity Matrix using GitHub GraphQL API. Please let me know if I can take this up.