Skills/ClawHub/active-causal-experiment

active-causal-experiment@1.0.0

VERIFIED· install only

Publisher claims: "因果世界模型主动实验(Active Causal Experiment Design)。面对多个候选因果结构时,不被动观察,而是主动设计干预 do-operation,用期望信息增益/最优实验设计挑选最能区分候选结构的实验,Bayesian 更新后验,以最少实验辨识真实因果结构。当需要主动做实验以最快弄清变量间因果关系、设计 A/B 或干预实验、在多个竞争因果假设中高效辨识时使用。" Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry ClawHubPublisher qq435912743 · publishing for 88 daysInstalls 395Last detonated 12 h ago
$clawhub install active-causal-experiment
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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 648 lines in 5 files.

Cost to the agent

Instructions loaded
≈608 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.

active-causal-experiment@1.0.0 safety verdict: Verified (install only) — KillerSkills