Oracle
Deterministic · runs only when needed
Security suite for your AI agent
yieldOS sits between your AI coding agent and your project. It blocks policy-covered risky actions before sensitive steps, verifies selected fixes with scoped oracle contracts, and escalates uncovered cases instead of trusting the AI’s opinion.
How yieldOS protects you
yieldOS works on two fronts at once: what comes IN to your project, and what goes OUT every commit.
External defense. The Claude Code plugin runs live in your editor and intercepts every package, command, file edit, MCP, or skill the agent tries — before it touches your repo.
Internal defense. Before each commit, the oracle scans your code for missing auth, leaked secrets, and unsafe edits. If a check fails, the commit is blocked with proof.
External defense
Every risky action your AI agent tries gets intercepted before it touches your repo. Here’s what you actually see.
Welcome back, Mauro!
Opus 4.7 (1M context) · API Usage Billing
· Mauro’s Individual Org
~/code/checkout-api
Tips for getting started
Run /init to create a CLAUDE.md file with instr…
Recent activity
No recent activity
› install pandas
● Bash(pip install pandas)
│ Requirement already satisfied: pandas (2.2.3) + 5 deps
└ Allowed by auto mode classifier
● pandas is already installed (v2.2.3) at /opt/anaconda3.
+│yieldOS · Validated · allowlist
Internal defense · benchmarks
Same security checks, two routing paths: Claude Opus 4.7 review candidates vs the Oracle running deterministic rules. The current numbers are local-review evidence, not provider billing proof.
Deterministic · runs only when needed
Non-deterministic · runs every check
Time is wall-clock latency per check. Cost is an assumption-based routing estimate from the local-review reports. The oracle path does not call a model for deterministic checks.