Sponsio
Deterministic safety solutions for probabilistic AI agents
- Enforce financial transaction limits before agent execution
- Prevent agent API calls to unauthorized external services
- Validate agent outputs against schema before database writes
AI agents make probabilistic decisions that can fail unpredictably in production. Sponsio adds deterministic safety guardrails, reducing runtime errors and compliance violations without sacrificing agent autonomy.
Teams deploying Claude agents in regulated or high-stakes environments where non-deterministic behavior creates liability or operational risk.
https://github.com/SponsioLabs/Sponsio
By SponsioLabs
How to Get It
claude plugins install SponsioLabs/Sponsio
Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.
Trust Signals Auto-scanned
Community Pulse Active
Discussed on Hacker News, Reddit
- GitHub Sponsors — Hacker News · 2082 pts
- I Just Hit $100k/year On GitHub Sponsors — Hacker News · 1469 pts
- Apple sues NSO Group to curb the abuse of state-sponsored spyware — Hacker News · 1122 pts
18 mentions across 2 sources
Reviewer notes
Auto-scanned review. These are observations, not a security certification.
Scored from trust signals (evidence-eval-v1): 156 GitHub stars; contributors unknown; last commit 0d ago; license Apache-2.0.
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Evaluation
Scored from trust signals (evidence-eval-v1): 156 GitHub stars; contributors unknown; last commit 0d ago; license Apache-2.0.