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ob-methods-results-checklisted

Audit organizational behavior, management, HRM, and work-psychology manuscript Methods and Results sections before submission. Use when checking field surveys, scenario experiments, mediation, moderation, moderated mediation, CFA, SEM, multilevel reporting, statistical consistency, tables, figures, causal claims, or when the user wants to catch analysis and reporting risks before further writing or journal submission.
gtskevin/ob-methods-results-check · ★ 1 · AI & Automation · score 75
Install: claude install-skill gtskevin/ob-methods-results-check
# OB Methods Results Audit Review Methods and Results as a pre-submission audit. Follow the user's language unless the user requests another language. ## Core stance - Prioritize issues that may change core conclusions. - Treat the manuscript, tables, figures, outputs, scripts, and data as one result chain. - Use scripts for deterministic recalculation only. Use LLM judgment for design, construct, and inferential evaluation. - Do not claim that an analysis is correct without the necessary raw output or data. - Keep high-stakes decisions with the researcher. ## Portable runtime preflight Before any bundled command, resolve the directory containing the loaded `SKILL.md` to an absolute path, not relative to the user's current working directory. Either substitute that absolute path directly in each command or initialize: ```bash SKILL_DIR="/absolute/path/to/ob-methods-results-check" ``` Before auditing, check the runtime: 1. First, determine whether `python3` is available. 2. Only when Python is available, run: ```bash python3 "$SKILL_DIR/scripts/check_environment.py" ``` 3. If Python is unavailable, continue with a Markdown-only audit. Disclose that deterministic recalculation and HTML rendering were unavailable. 4. If Python or a bundled helper command fails, preserve the audit, disclose the failure, and continue with manual evidence review where feasible. Use the available capabilities and disclose any limitation in the report: - Treat `pdftotext` and `pdftoppm` as