Skills/ClawHub/neuro-symbolic-reasoning

neuro-symbolic-reasoning@1.0.0

VERIFIED· install only

Publisher claims: "神经符号统一推理——把"神经(连续表征+相似度=可泛化但不可验证)"与"符号(Horn子句前向链+不变量=可证但脆弱)"熔于一炉。同一查询同时走两侧:符号可证结论优先(verifiable=True),神经近邻结论作为带置信度的软证据,两侧冲突显式标注供上层裁决。适用于需要"既能泛化到未见样本、又能给出可审计/可反例证伪推导"的推理场景(关系推理、知识补全、可信问答、反幻觉)。" Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry ClawHubPublisher qq435912743 · publishing for 88 daysInstalls 404Last detonated 12 h ago
$clawhub install neuro-symbolic-reasoning
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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 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.0sprocessscript backend runs setup only
0.0sprocessscript backend runs setup only
0.0sprocessno install scripts to re-run

Static findings

No findings across 504 lines in 5 files.

Cost to the agent

Instructions loaded
≈619 tok
1 file · 5 in bundle

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.