Expert academic writing assistant for journal articles, theses, grant proposals, and book chapters. Use when drafting, editing, structuring, fixing citations, writing reviewer responses, or reviewing thesis manuscripts against supervisor feedback. Trigger for any formal scholarly text task, even partial ones. Domain-specific checks for personality psychology and NLP: transformer methodology (BERT, RoBERTa), XAI validity (Integrated Gradients, attribution faithfulness), psychometrics (OCEAN/Big Five, reliability, construct validity, Pennebaker paradigm). Proactively flags NLP, XAI, and psychometric issues even when not asked. Defaults to APA 7th; adapts to any style guide.
A structured companion for exploratory and targeted data analysis in R or Python. Use this skill whenever the user uploads a dataset, mentions variables, shares data output, or says anything like "help me analyse this data", "explore this dataset", "clean my data", "what can I do with this", "run some descriptives", "help me with my analysis", or pastes output from R or Python. Also trigger when the user mentions any of these analytical contexts: survey data, Likert scales, factor analysis, regression, longitudinal data, panel data, psychometrics, NLP text analysis, topic modelling, sentiment analysis, transformer models, econometrics, or mixed models. This skill is the right tool for any social scientist, researcher, or analyst who wants a thinking partner for data — not just code generation. Trigger even for partial tasks: "just clean this for me", "what's wrong with my data", "help me pick a model", or "interpret these results".
Produces a curated weekly research digest tailored to a researcher's profile — covering papers, tools, industry news, and ecosystem moves across their active research areas. Use this skill whenever the user asks for their weekly digest, says things like "qué hay esta semana", "make my weekly digest", "research roundup", "weekly update", "novedades", "what dropped this week", or any variation indicating they want a curated summary of recent developments in their field. Also trigger when the user asks to "run the digest" or "do the digest". Requires the user to have configured a PROFILE.md (see references/profile-template.md).
Structured academic paper reading guide using a four-stage protocol: Structural Scan → Core Findings → Critical Evaluation → Reading Note. Use this skill whenever a user uploads a PDF of an academic paper, or says things like "let's read this paper", "help me with this article", "walk me through this study", "Paper Companion", or "stage 1/2/3/4". Also trigger when the user asks to analyse, summarise, or critically evaluate any research paper — even without a direct upload. Do NOT use the academic-writing skill in place of this one for paper-reading tasks.