Drchronx/ai-agent-research-starter-kit

Drchronx/ai-agent-research-starter-kit

Skill Codex

Audit manuscript layout and spacing constraints for journal submission. Use for margins, line spacing, paragraph indentation, block quotes, page breaks, title page layout, double spacing, section spacing, DOCX rendering instructions, and final submission layout checks.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Format and audit academic reference lists for journal submission. Use for APA 7 references, journal-specific bibliography style, DOI audit, punctuation, title case or sentence case, journal name italics, volume issue pages, alphabetical or numeric sorting, and incomplete reference flagging without fabricating metadata.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Audit and standardize statistical reporting, mathematical notation, p-values, confidence intervals, effect sizes, and measurement units for manuscripts. Use for APA 7 statistics style, SI units, exact p-value formatting, italic statistical symbols, unit consistency, and numeric-format compliance without changing…

Drchronx/ai-agent-research-starter-kit

Skill Codex

Format table and figure labels, captions, notes, and numbering for academic journals. Use for APA 7 tables and figures, table title placement, figure caption placement, sequential numbering, panel labels, table notes, figure notes, appendix tables, and visual data title audit without changing data.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Format manuscript title pages and front matter metadata for academic journal submission. Use for title page formatting, author names, affiliations, corresponding author details, funding statement placement, acknowledgements metadata, APA 7 title page, journal-specific front matter, and manuscript metadata audit.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Plan EEG, ERP, neuroscience, neuromarketing, BCI, cognitive neuroscience, and HCI neurophysiology experiments. Use for EEG study design, ERP paradigm planning, event markers, trigger design, participant criteria, sampling rate, electrode montage, ethics, preregistration, pilot planning, and analysis roadmap.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Analyze EEG frequency-domain, time-frequency, ERSP, power, phase, and functional connectivity outcomes. Use for alpha beta theta gamma power, wavelet/STFT, baseline normalization, coherence, PLV, wPLI, graph metrics, source-space caveats, and neurophysiology reporting.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Build EEG machine learning and deep learning classification workflows. Use for feature extraction, train-test split, cross-validation, leakage prevention, ERP/frequency features, CSP, Riemannian features, CNN/RNN/Transformer EEG models, BCI classification, metrics, and model reporting.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Design and audit EEG preprocessing workflows. Use for raw EEG import, channel montage, filtering, referencing, bad channel detection, ICA, artifact rejection, ocular artifacts, epoching preparation, quality control, MNE-Python, EEGLAB, BrainVision, Neuroscan, EDF, BDF, and preprocessing reports.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Write EEG, ERP, frequency, connectivity, and BCI results sections and figure plans. Use for neuroscience Results writing, preprocessing methods paragraphs, ERP waveform figures, scalp maps, time-frequency plots, connectivity figures, ML results tables, and reviewer-facing EEG reporting.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Run and report ERP segmentation and component analysis. Use for epoching, baseline correction, artifact rejection, averaging, component windows, ROI electrodes, peak and mean amplitude, latency, topography, ERP statistics, and ERP Results writing.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Assess common method bias and measurement invariance in survey, experiment, and cross-group research. Use for Harman single-factor test caveats, marker variable, CFA common latent factor, procedural remedies, configural metric scalar invariance, multi-group CFA, cross-cultural measurement equivalence, and reviewer…

Drchronx/ai-agent-research-starter-kit

Skill Codex

Plan, run, and report exploratory factor analysis and confirmatory factor analysis for academic scales. Use for EFA, CFA, factor loadings, model fit indices, CFI, TLI, RMSEA, SRMR, chi-square, modification indices, cross-loadings, latent variable measurement models, and questionnaire validation.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Write questionnaire measurement and psychometrics sections for management, psychology, marketing, information systems, HCI, and behavioral manuscripts. Use for measurement tables, scale sources, sample items, response anchors, reliability validity reporting, CFA reporting, common method bias reporting, and appendix…

Drchronx/ai-agent-research-starter-kit

Skill Codex

Analyze reliability and validity of questionnaire scales. Use for Cronbach alpha, McDonald's omega, composite reliability, AVE, convergent validity, discriminant validity, Fornell-Larcker, HTMT, item-total correlations, scale purification, and management or psychology measurement reporting.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Select, adapt, and justify psychological, management, marketing, HCI, and behavioral research scales. Use for validated scale search, construct operationalization, item selection, translation/back-translation planning, cultural adaptation, response anchors, reverse-coded items, and questionnaire construction.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Audit and design causal inference strategies for management, information systems, marketing, psychology, and text-mining empirical research. Use for causal claims, DAGs, confounding, identification, DID, PSM, IV, RDD, DML, matching, controls, mechanisms, heterogeneity, and what cannot be interpreted causally.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Plan, implement, and report DID, event study, PSM, IV, RDD, and DML analyses. Use for quasi-experimental management and information systems studies, parallel trends, matching balance, first stage, exclusion restriction, bandwidth, double machine learning, robustness checks, and causal results tables.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Design, analyze, and report multilevel, mixed-effects, repeated-measures, diary, panel, and longitudinal models. Use for nested data, participants within teams, repeated observations, random intercepts, random slopes, cross-level interactions, growth models, ICC, and management or psychology longitudinal reporting.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Design, analyze, and report PROCESS-style mediation, moderation, and moderated mediation models. Use for indirect effects, bootstrap mediation, simple slopes, Johnson-Neyman, conditional indirect effects, Hayes PROCESS models, mechanism testing, boundary conditions, and behavioral research results reporting.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Plan, run, and report SEM, CFA, path analysis, and latent variable models. Use for structural equation modeling, lavaan/Mplus/AMOS, measurement model, structural model, model fit, latent mediation, competing models, common method factor, and manuscript reporting.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Create publication-style statistical tables and result interpretations. Use for regression tables, mediation tables, SEM tables, multilevel tables, DID/event-study tables, effect sizes, confidence intervals, exact p-values, APA tables, management journal tables, robustness tables, and Results writing.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Select and use public BCI and EEG benchmark datasets. Use for BCI Competition, MOABB, PhysioNet EEG, OpenNeuro EEG, motor imagery, P300, SSVEP, workload, emotion, dataset documentation, licensing, subject splits, and benchmark comparability.

Drchronx/ai-agent-research-starter-kit

Skill Codex

Design and audit BCI and EEG machine-learning data structures. Use for subject/session/run/trial organization, labels, metadata, train-test split units, BIDS-like EEG folders, feature tables, event logs, class balance, and reproducible BCI project structure.