Expertise in applying Complexity Science to military operations, focusing on rapid team assembly and open-source intelligence for effective conflict management.

docxology0

LLM・AI

U03735 Multi Agent Negotiation For Research And Development Labs

Build and operate the "Multi-Agent Negotiation for research and development labs" capability for research and development labs. Use when this exact capability is required by autonomous or human-guided missions.

zwright80

哲学・倫理

Psychology War Room — Research Lab with the 10 Greatest Psychologists

$37

KBRglobal0

哲学・倫理

Ksb D06 K0018

Human Factors Analysis: Understanding cognitive, physical, and environmental contributors to error occurrence...

nexvigilant0

デバッグ

Infer Profile Dimensions

根据用户已填写的基础身份和能力信息，AI推断学术动机、人格和认知风格维度。当用户不想填写量表、或希望快速估算时使用。

TashanGKD0

データ分析

R Stats

Statistical analysis for psychology research using R. Use when conducting power analysis, data cleaning, hypothesis testing (t-test, ANOVA, regression, mixed models), effect size calculation, data visualization with ggplot2, or generating APA-formatted results tables. Also use for meta-analysis (metafor) and structural equation modeling (lavaan).

xufengduan0

CI/CD

U06737 Skill Gap Diagnosis For Scientific Publishing Pipelines

Build and operate the "Skill Gap Diagnosis for scientific publishing pipelines" capability for scientific publishing pipelines. Use when this exact capability is required by autonomous or human-guided missions.

zwright80

LLM・AI

U0517 Research Skill Gap Diagnoser

Build and operate the "Research Skill Gap Diagnoser" capability for Scientific Research Systems. Trigger when this exact capability is needed in mission execution.

zwright80

機械学習

Psychometric Advisor

Expert psychometric guidance for assessment development. Use when the user asks about IRT models, reliability, validity, item design, scoring methods, AI-based assessment, statistical analysis, I/O psychology, or assessment ethics. Provides reference mode (neutral explanations) and advisory mode (opinionated recommendations with evidence). Triggers: psychometric, IRT, reliability, validity, item design, scoring, assessment, measurement, DIF, fairness, forced-choice, MFC, Likert, SJT, Cronbach alpha, omega, factor analysis, competency model, AI judge, LLM scoring.

aibilitycz0

コード品質

Scoring Reviewer

Validates scoring changes against psychometric standards. Use when the user modifies scoring weights, formulas, thresholds, bands, normative references, or composite scoring. Triggers: scoring change, weight change, formula change, scoring review, validate scoring, threshold change, band change, composite score, normative reference.

aibilitycz0

ラボツール

Interobserver Agreement

Use when assessing the reliability of behavioral measurement through interobserver agreement methods, calculating IOA, and troubleshooting low agreement.

ccashwell0

機械学習

K-Prototypes Agent — Mixed-Data Clustering Specialist

K-Prototypes Agent — Mixed-data clustering specialist for I-O Psychology survey analysis. Establishes baseline workforce segments using K-Prototypes clustering (Huang, 1998) for datasets containing both categorical demographics and continuous survey responses. Implements Cao initialization, elbow method with multiple validation indices (cost, silhouette), gamma parameter tuning, cluster stability assessment, and centroid interpretation. Works standalone or inside the I-O Psychology clustering pipeline during INITIALIZATION_MODE. Use when the user mentions K-Prototypes, mixed-data clustering, baseline segment discovery, elbow method, Cao initialization, or clustering with both categorical and numeric variables. Also trigger on "Cluster_KProto", "mixed-methods clustering", or "cost function analysis".

chelsea-homann0

データ分析

Narrator Agent — Evidence-Based Narrative Anchor

Narrator Agent — Evidence-Based Narrative Anchor and Clustering Synthesis specialist. Synthesizes statistical fingerprints with qualitative reality by pairing cluster metrics with exactly 3 representative verbatim quotes per cluster from raw respondent data, grounded in deductive qualitative validation principles (Braun & Clarke, 2006; Creswell & Poth, 2018). Produces rich, data-faithful cluster narratives and the Synthesis Dashboard. Works standalone or inside the I-O Psychology clustering pipeline. Use when the user mentions cluster narrative generation, evidence-based synthesis, verbatim quote extraction, persona narratives, cluster storytelling, or synthesis dashboards.

chelsea-homann0

LLM・AI

Skill: bias-resistant-human-aligned-judging

Use this skill when evaluating if an AI judge exhibits stable, objective, and logically sound reasoning, particularly against situational and statistical biases. Trigger it when requests mention 'test if the judge is tricked by a sob story', 'check if the evaluator is swayed by flattery', 'verify if the model is too sure too early based on vague clues', 'check if confidence increases just because the chat got longer', or 'test if the judge is just copying the reference answer'. It is designed for meta-evaluation, detecting susceptibility to rhetorical persuasion, 'Length Artifacts' (monotonicity bias), Criteria Entanglement (halo effect), and 'Solution Fixation' induced by references.

Dingxingdi0

営業・マーケティング

Design Experiment

Design a detailed experimental plan from a research question - includes literature review, randomization plan, survey design, power analysis, and sample size recommendation

expectedparrot0

営業・マーケティング

Design Experiment

Design a detailed experimental plan from a research question - includes literature review, randomization plan, survey design, power analysis, and sample size recommendation

expectedparrot0

計算化学

Airs Appropriate Reliance Research

Domain knowledge for AI adoption measurement, psychometric instrument development, and appropriate reliance research

fabioc-aloha0

ラボツール

Wellbeing Psychometrics Measurement

Design and interpret validated psychometric instruments for measuring wellbeing outcomes. Use when creating measurement frameworks, selecting assessment tools, designing surveys, or analyzing wellbeing data. Covers reliable scales with strong psychometric properties for research and evaluation.

JDerekLomas0

計算化学

Airs Appropriate Reliance Research

Domain knowledge for AI adoption measurement, psychometric instrument development, and appropriate reliance research

fabioc-aloha0

計算化学

Airs Appropriate Reliance Research

Domain knowledge for AI adoption measurement, psychometric instrument development, and appropriate reliance research

fabioc-aloha0

計算化学

Airs Appropriate Reliance

Domain knowledge for AI adoption measurement, psychometric instrument development, and appropriate reliance research

fabioc-aloha0

Industrial-Organizational Psychologists Skills | Skills Pool