autonomous-science-loop@1.0.0
VERIFIED· install onlyPublisher claims: "自主科学发现闭环——把「观测→假设→实验设计→反驳→定律归纳」做成一次可机器执行、可证伪的原创科学发现循环。给一组观测与可实验的候选点，引擎自动用符号回归拟合候选定律、按残差反驳被证伪的假设、主动设计"分歧最大"的下一次实验以最快收敛、并按 Occam 归纳出最简可解释定律。适用于规律发现、参数辨识、模型选择、主动学习/最优实验设计等场景。" Observed in sandbox: no network, touches nothing outside the project, writes no memory.
Coverage
Nothing executable in the bundle ran; the trace covers the install step only.- Tested
- every file read, file written and host contacted by what ran
- Not tested
- use of the skill by an agent
Is [email protected] safe to install?
KillerSkills ran it in the KillerSkills honeypot sandbox (1 scenario; nothing executable in the bundle ran; the trace covers the install step only) on 2026-11-09 and scored it 93/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.
Behavior trace
Honeypot run · 0 s · 1 scenarios · 0 deviationsStatic findings
No findings across 560 lines in 5 files.
Cost to the agent
Tokens estimated at four characters each. Skills load their instruction text when triggered; the figure is what that costs.
Known vulnerabilities
Vulnerability advisories (OSV) cover npm and PyPI packages; this registry has no advisory database.