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FAQ
MAREF (Multi-Agent Recursive Evolution Framework) is the world's first Agent Governance OS. It manages Agent cluster lifecycle, safety boundaries, state health, and evolution direction.
MAREF focuses on governance depth (10/10 vs 0-3 for competitors). While other frameworks focus on orchestration, MAREF provides formal verification, trust scoring, drift detection, and recursive self-evolution.
Yes, v0.30.0-GA is a stable release with 4,300+ tests and 82% coverage.
Python 3.10 or higher.
Yes, MAREF supports macOS, Linux, and Windows. Desktop Agent操控 works on all three platforms.
cd gui && pnpm install && pnpm electron:devIt's an 8-state trust model (乾→坤→震→巽→坎→离→艮→兑) using Gray Code transitions. Each trust change modifies only one dimension (hamming distance=1), ensuring stability.
After 3 consecutive failures, the Agent is automatically locked for 30 seconds. This prevents cascading failures.
TLA+ is a formal specification language. MAREF uses it to mathematically prove safety properties — ensuring the governance system behaves correctly under all possible states.
Do NOT open a public issue. Report via SECURITY.md.
- Standard:
cryptographylibrary for all crypto operations - Chinese National Standards: SM2/SM3/SM4-GCM (国密算法)
- Audit logs: HMAC-SHA256 signed for tamper-evidence
Yes, but you're responsible for local cryptographic export compliance. See Security Whitepaper for details.
See our Contributing Guide.
Yes, all external contributors must sign the ICLA before their first PR is merged.
New features must maintain ≥80% coverage. Run pytest tests/ -v --cov to verify.
© 2026 MAREF Contributors. Licensed under Apache-2.0.