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ZJU-LLM-Safety/TRACEpublicPythongithub.com/ZJU-LLM-Safety/TRACE
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TRACE

TRACE is a practical agentic jailbreak framework that leverages task decomposition, task-aware disguising scenarios and adaptive self-evolution to investigate emerging security risks of LLM-based agents.

AI AGENTSPYTHONDECLINING VELOCITYTRENDING #1820

// OWNER · ZJU-LLM-Safety · REPO SNAPSHOT

github.com/ZJU-LLM-Safety

ZJU-LLM-Safety

TRACE is a practical agentic jailbreak framework that leverages task decomposition, task-aware disguising scenarios and adaptive self-evolution to investigate emerging security risks of LLM-based agents.

STARS24+2 · 7d
FORKS2+0 · 7d
CONTRIBUTORS0maintainer graph thin
OPEN ISSUES · PRS0· 0 
LICENSEno license file
LANGUAGEPython 
FOUNDED
LOCATION
MEMBERS
PUBLIC REPOS
TOTAL STARS
FOCUS
FUNDING

//STAR HISTORY · 12M

+24 all-time-window
Stars · cumulative24 · today
//WHY IT'S TRENDING· narrative synthesis · medium confidence

ZJU-LLM-Safety/TRACE is sitting at #1820 on the trending leaderboard with a pulse of 4/100 with no cross-source channels firing yet — GitHub-stars-only signal so far.

The 7-day star delta is +2 (+9.1%) against a base of 24, a meaningful uptick on its own base. What's actually moving is the Python ai-agents space.

Watch-outs: no tagged release on record (treat as pre-stable).

↻ refreshed 52m ago· next sync in 13m· sourced from 0 channels · 0 mentions / 24h

FAQ · answers from the data spine

What is ZJU-LLM-Safety/TRACE?
TRACE is a practical agentic jailbreak framework that leverages task decomposition, task-aware disguising scenarios and adaptive self-evolution to investigate emerging security risks of LLM-based agents.
Who maintains TRACE?
Maintained by ZJU-LLM-Safety (the owner) on GitHub.
What language is TRACE written in?
Primarily Python.
When was TRACE created? When was the last update?
Created May 28, 2026 · last commit June 1, 2026.
How do I install TRACE?
Clone the repo:
git clone https://github.com/ZJU-LLM-Safety/TRACE.git
Then follow the README in the cloned directory.
Is TRACE actively maintained?
stalled — no commits for an extended period

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