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check-consistency
Fast cross-section consistency scan for numbers, terminology, and references
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Fast cross-section consistency scan for numbers, terminology, and references
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Create a new empirical research project: generates projects/<name>/ with latex, code, scripts, results, literature, and guidance subfolders plus README.md and project-level CLAUDE.md.
Publication-ready figure conventions for empirical finance and economics. Covers matplotlib styling, color palettes, export settings, and common figure types (time series, decile bars, coefficient plots, event studies). Auto-apply when creating any figure, plot, or visualization.
Agent-driven cold-start onboarding. Use the repo shell entrypoint to find or install Python 3.11+, then run the shared bootstrap audit/plan/apply flow and configure WRDS only if the user has it.
Create and compile Beamer presentations following the Rhetoric of Decks philosophy. Use when making seminar or conference slides.
Compile LaTeX to PDF using pdflatex + bibtex cycle
Creates new Claude Code skills, auto-apply skills, or auto-trigger rules, or audits existing ones for quality and effectiveness.
| name | check-consistency |
| description | Fast cross-section consistency scan for numbers, terminology, and references |
| user_invocable | true |
Fast, focused scan for cross-section inconsistencies in main.tex. Lighter than /full-paper-audit -- designed for iterative use during editing.
/check-consistency -- full scan of main.tex/check-consistency numbers -- only check quantitative claims/check-consistency terminology -- only check terminology consistencyRead guidance/paper-context.md to get canonical values (if it exists):
If no paper-context file exists, the skill still works by cross-referencing sections against each other (without a canonical reference).
Grep main.tex for all quantitative claims and cross-reference:
Flag: mismatches between text claims and canonical values (if available), or between sections.
If guidance/paper-context.md defines a terminology table, grep across all sections for violations.
Also check for within-paper drift regardless of paper-context:
.claude/rules/banned-words.md for hard-banned terms\ref{...} and \eqref{...} targets\label{...} definitions\ref or \eqref that points to a non-existent label\ref used where \eqref should be (equation references)Check that claims about other sections are accurate:
Run /audit-captions. Include CRITICAL and IMPORTANT findings in the output.
CONSISTENCY CHECK
=================
QUANTITATIVE MISMATCHES: [N found]
- Line X: claims "[value]" but canonical value is "[value]" for [variable]
- Line Y: says "[count]" but paper-context.md says "[count]"
(or: "No paper-context.md — cross-section comparison only")
TERMINOLOGY VIOLATIONS: [N found]
- Line X: "[deprecated term]" (should be "[correct term]")
- Line Y: "[term A]" in this section vs "[term B]" in [other section]
REFERENCE INTEGRITY: [N issues]
- Line X: \ref{eq:decomp} should be \eqref{eq:decomp}
- Line Y: \ref{fig:missing} -- label not found
CROSS-SECTION CONSISTENCY: [N issues]
- Line X claims "Table 3 shows..." but Table 3 actually shows...
SUMMARY:
- Critical issues: N
- Warnings: M
- All clear: [list of checks that passed]