📋 Roadmap & Next Steps

[wuyoscar]

What's Next

Here's what I'm working on and thinking about. If you can help with any of these, I'd really appreciate it.

In Progress

• Tutorials redesign — currently deciding between Markdown guides vs Jupyter Notebooks. Notebooks can be inconsistent (outputs vary per run), but they're interactive. Might keep both: Markdown for the walkthrough, Notebook for hands-on. Current tutorials are incomplete — contributions welcome.
• Template expansion — more domains, more trigger variants. Each template is a composable blueprint, not a fixed script.
• Leaderboard automation — streamlining the issue → verify → collect flow

Ideas (not started)

• ISC on multimodal models (image + text triggers)
• ISC on agent frameworks (Claude Code, OpenClaw, etc.)
• Defense research — what actually works against ISC?
• Formal definition of TVD trigger space

How to Contribute

• Tutorials: Help us write clearer guides. See cookbook/
• Templates: Design new TVD triggers. See templates/
• JailbreakArena: Test untested models and submit cases
• Defense ideas: Open an Ideas discussion

I'll keep this post updated as things progress.

— Oscar