Skill Claude CodeCodex
Design and analyze studies in sociolinguistics, language variation, acoustic phonetics, discourse analysis, language contact, and computational linguistics. Covers VARBRUL/Rbrul for variation analysis, mixed-effects models for acoustic data, conversation analysis, critical discourse analysis, language attitudes…
Skill Claude CodeCodex
Conduct a systematic literature review AND develop theory and hypotheses in one integrated workflow. Use when the user wants to map existing knowledge, identify gaps, select theoretical frameworks that address those gaps, specify mechanisms, and derive testable hypotheses — producing a publication-ready Literature…
Skill Claude CodeCodex
Conduct a systematic literature review that maps the current landscape of a research question. Produces a structured literature landscape map (field evolution, theoretical landscape, established/contested/null findings, mechanism inventory, methodological landscape, gap analysis), a publication-ready review draft, and…
Skill Claude CodeCodex
Current-awareness literature monitoring for social sciences. Tracks new publications from top journals (ASR, AJS, Demography, Social Forces, NHB, NCS, Science Advances, APSR, PNAS), preprint servers (arXiv cs.CL for LLM research, cs.CY for computational social science, econ.GN), and custom author/keyword watchlists.…
Skill Claude CodeCodex
Implement open science practices for a social science study. Five modes: (1) PREREGISTER — OSF / AsPredicted / EGAP / Registered Reports; secondary-data preregistration; deviation reporting; (2) DATA-SHARE — FAIR principles, de-identification, repository selection (Dataverse / ICPSR / Zenodo / QDR), social media…
Skill Claude CodeCodex
External review via OpenAI Codex CLI agents. Spawns multiple parallel Codex agents (codex exec) to independently review analysis scripts, verify manuscript-to-output consistency, check statistical logic, and audit reproducibility. Each agent writes a review report to disk. Claude reads all reports, synthesizes a…
Skill Claude CodeCodex
Personalize and refine academic manuscript writing style by injecting distinctive authorial micro-patterns (tiny topos). Detects and replaces generic hedging stacks, formulaic transitions, symmetrical parallelism, over-enumeration, and other flat prose patterns with natural, voice-rich academic writing. Three modes…
Skill Claude CodeCodex
Qualitative research methods toolkit for social sciences. Covers codebook development, grounded theory coding (open, axial, selective), Braun & Clarke reflexive thematic analysis, systematic content analysis (Krippendorff), LLM-assisted qualitative coding with human validation (Lin & Zhang 2025 framework)…
Skill Claude CodeCodex
Build and query a local vector database + GraphRAG over your entire reference library (Zotero or a PDF folder) for literature review. Downloads/locates full-text PDFs, extracts text (pdftotext/PyMuPDF/vision-OCR), chunks and embeds with bge-m3 into LanceDB, and layers a local-LLM GraphRAG (entity/relation extraction +…
Skill Claude CodeCodex
Build, document, test, and validate a journal-ready replication package for social science research. Six modes: (1) BUILD — assemble scripts, data, documentation into structured replication directory from output/[slug]/scripts/ and project artifacts; (2) DOCUMENT — generate comprehensive README (AEA template)…
Skill Claude CodeCodex
Simulate peer review, draft point-by-point responses to reviewer comments, revise a manuscript, plan a resubmission to a new journal after rejection, or write an R&R cover letter. 5 modes — simulate (3–4 parallel journal-calibrated reviewer agents + severity matrix + revision roadmap), respond (categorized triage…
Skill Claude CodeCodex
Real-time data privacy and leakage protection layer for AI-assisted research. Before any file is read by Claude Code and transmitted to Anthropic's API, proactively scans it locally for sensitive content (PII, HIPAA, IRB-protected, restricted licensed data) using local Bash pattern matching — so the sensitive data…