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 }}"
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GitHub Action docs:
https://github.com/BashOpsDev/bashops-radar/tree/main/github-action
Try it
You can try BashOps Radar here:
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?
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