Open source
Build with us.
Symbiothus ships in the open. Star a repo, file an issue, or open a pull request.
Symbiothus ships in the open. Star a repo, file an issue, or open a pull request — contributors are always welcome.

01 / Why contribute
Real, shipped projects
Not toy repos. DuckTap is on PyPI; TriageKit is used by maintainers. Your work lands in production tools.
Beginner-friendly issues
Clearly scoped 'good first issue' tickets with context, so you can land a meaningful PR without spelunking.
Fast, friendly reviews
PRs get a real review quickly. Expect direct feedback, not silence — and credit where it's due.
02 / Where to start
DuckTap.
A CLI factory for AI agents (published on PyPI). Generators, templates, and traffic-sniffing — plenty to dig into.
TriageKit.
GitHub issue-intake generator for OSS maintainers. Form rules, templates, and the TRIAGE.md workflow.
Also contributing upstream to promptfoo, OpenClaw, and OpenClaude.
03 / How to contribute
Fork the repo
Grab a copy on your own GitHub and clone it locally.
Pick a good first issue
Find a scoped ticket, or open one to propose your idea.
Open a pull request
Small, focused PRs with a clear description merge fastest.
Review & merge
Get a quick review, address feedback, and ship it.