📦 Adaptive Testing — 自适应测评
v1.0.3基于项目反应理论（IRT）设计并部署自适应测评系统，自动根据考生能力动态调整题目难度，实现更短、更精准的计算机化自适应测验（CAT）与心理测量评估。
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by 下载技能包
最后更新
2026/2/27
安全扫描
OpenClaw
安全
high confidenceThe skill is an instruction-only guide for designing and implementing adaptive tests with IRT; its requirements and instructions are coherent with that purpose and it does not request extra credentials or install code.
评估建议
This is a documentation/instruction skill and appears internally consistent. Before using its example code in production, treat the samples as illustrative only: add authentication, session management, input validation, rate limiting, and database protections; encrypt and minimize storage of student identifiers to meet privacy laws (e.g., FERPA/GDPR); review item exposure controls and bias/fairness concerns; and run extensive simulation and security testing. The skill does not request secrets or...详细分析 ▾
✓ 用途与能力
Name, description, and included documents all focus on Item Response Theory and computerized adaptive testing. There are no required binaries, environment variables, or external services declared, which is appropriate for a documentation/instruction-only skill.
✓ 指令范围
SKILL.md and referenced files contain detailed algorithms, calibration guidance, and example implementation code. The instructions remain on-topic (item selection, estimation, calibration, simulation, API patterns). They do mention handling student identifiers and item banks (expected for this domain) but do not instruct reading unrelated system files or exfiltrating data.
✓ 安装机制
No install spec or code files to execute were provided; this is instruction-only, which minimizes installation risk.
ℹ 凭证需求
The skill declares no environment variables or credentials (appropriate). As a domain note: the guidance discusses handling student identifiers and item banks — deploying systems based on these instructions will require careful handling of PII, database credentials, and hosting credentials, but the skill itself does not request them.
✓ 持久化与权限
Skill is not always-enabled and does not request persistent agent privileges or modify other skills. It can be invoked by the user and (platform-default) by models, which is expected for a helper skill.
安全有层次，运行前请审查代码。
运行时依赖
无特殊依赖
版本
latestv1.0.32026/2/24
Switch base URL to api.adaptivetest.io custom domain
● 无害
安装命令
点击复制官方npx clawhub@latest install adaptivetest
镜像加速npx clawhub@latest install adaptivetest --registry https://cn.longxiaskill.com