Sensitivity Ratchet SDK — irreversible permission narrowing for AI agents
Project description
agent-iam-ratchet
Sensitivity Ratchet SDK — irreversible permission narrowing for AI agents.
Install
pip install agent-iam-ratchet
With framework integrations:
pip install 'agent-iam-ratchet[langchain]'
pip install 'agent-iam-ratchet[crewai]'
pip install 'agent-iam-ratchet[openai-agents]'
Quick Start
from agent_iam_ratchet import RatchetSession, Sensitivity
session = RatchetSession(scopes=["read:*", "write:*", "delete:*", "execute:*"])
# Agent reads a confidential document
session.access(Sensitivity.CONFIDENTIAL)
print(session.effective_scopes)
# {'read:*', 'write:*'} — delete and execute permanently removed
# Agent reads restricted data
session.access(Sensitivity.RESTRICTED)
print(session.effective_scopes)
# {'read:*'} — only reads remain
# Irreversible — even accessing public data won't restore permissions
session.access(Sensitivity.PUBLIC)
print(session.effective_scopes)
# {'read:*'} — still read-only
Why?
AI agents that access sensitive data can exfiltrate it by writing to lower-sensitivity channels. The sensitivity ratchet prevents this by permanently narrowing permissions after sensitive data access.
License
MIT
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