I built a tool that scores GitHub issues for paid-work potential

Most developers treat open-source contribution like a lottery.

They find a repository, pick an issue, submit a pull request, and hope it leads somewhere.

Sometimes it helps their portfolio.
Sometimes it gets ignored.
Sometimes it turns into nothing.

I wanted a more intentional workflow.

So I built BashOps Radar: a tool that analyzes GitHub repositories and helps developers find open-source issues with stronger proof-of-work potential.

The problem

Open source is one of the best ways for developers to prove skill.

But most developers still choose repositories and issues manually.

They ask:

• Is this repo active?
• Are maintainers responsive?
• Are there useful issues I can work on?
• Is this issue likely to get noticed?
• Could this contribution create a paid-work conversation?

That research takes time.

And if you pick the wrong repo, the work may never lead anywhere.

What BashOps Radar does

BashOps Radar analyzes a GitHub repository and returns:

• an opportunity score
• the best issue to start with
• merge and contract potential signals
• proof-of-work angle
• founder outreach direction
• a pipeline for tracking opportunities

The workflow is simple:

Repository Analysis -> Opportunity Score -> Best Issue -> Pipeline -> Founder Pitch -> Paid Sprint

Why I built it

I believe open source can be more than portfolio work.

A focused contribution can build trust.

Trust can create a conversation.

A useful PR can lead to a small paid sprint.

But only if you choose the right repository and issue.

BashOps Radar is designed to help developers make that choice more intentionally.

GitHub Action

I also made it available as a GitHub Action.

Example:

name: BashOps Radar

on:
workflow_dispatch:

jobs:
analyze:
runs-on: ubuntu-latest
steps:
- id: radar
uses: BashOpsDev/bashops-radar/github-action@main
with:
repo_url: https://github.com/sourcebot-dev/sourcebot

  - name: Show BashOps outputs
    run: |
      echo "Opportunity Score: ${{ steps.radar.outputs.opportunity_score }}"
      echo "Contract Potential: ${{ steps.radar.outputs.contract_potential }}"
      echo "Recommended Next Action: ${{ steps.radar.outputs.recommended_next_action }}"

GitHub Action docs:

https://github.com/BashOpsDev/bashops-radar/tree/main/github-action

Try it

You can try BashOps Radar here:

https://bashops.site

If you are a developer, freelancer, maintainer, or agency owner, I would love feedback.

The question I am exploring is simple:

Can open-source proof-of-work become a more repeatable path to paid developer opportunities?

Comments

[Bashir Abubakar]

I'd love honest feedback from developers.

If you contribute to open source:

Would you actually use something like this?
What's the hardest part—finding the right repository, choosing the right issue, or turning contributions into paid work?

I'm actively improving BashOps Radar based on real developer feedback.