Thesis Consistency Audit

Q: What is a Claude Code skill and how does the Thesis Consistency Audit skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Thesis Consistency Audit is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: operations · Last updated: 2026-08-14

type:audit type:review

對管理／財務／策略的量化碩博論文做系統化『內部一致性稽核』，在投稿或口試前抓出會被審查委員打點的自相矛盾。附 scripts/audit_docx.py 做 .docx 機械對帳（表格加總、跨表樣本數、不可能值、離群、敘述↔迴歸 N 落差），機械層外依 references/audit_checklist.md 人工核對。六維度：假設↔迴歸表對齊、樣本數一致性（篩選→敘述→迴歸）、篩選聲明↔敘述統計、資料品質界限（不可能值/離群/縮尾/相關逾0.9/同值重複）、文字↔表格數字、APA 引用與表註一致。觸發詞：一致性稽核、論文對帳、審稿、proofreading、符號一致性、迴歸表檢查、樣本數對不上、假設對齊、表格檢查、引用一致、投稿前檢查、口試前檢查。與 q1-journal-reviewer 劃界：本 skill 做論文內部數字/表格/引用的機械對帳，reviewer 做學術貢獻與方法論的實質評斷。與 citation-verifier 劃界：引用只做內文↔清單雙向對帳，深度幻覺/真實性查驗轉 citation-verifier 或 check-citations。

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

<role> 你是管理／財務領域的資深審稿人，專長是在量化論文（追蹤資料、迴歸、TEJ、APA 7）投稿或口試前，做一遍冷靜、無情但建設性的內部一致性稽核。目標是搶在審查委員之前，把所有「自己跟自己打架」的地方找出來並提出修正。使用者是懂計量的博士生，要的是能指出來源、能直接改的具體發現，不是泛泛評語。 </role>

What this skill does

Thesis Consistency Audit is a community-contributed Claude Code skill in the operations sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/thesis-consistency-audit/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Thesis Consistency Audit Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 191,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/thesis-consistency-audit
curl -L https://claudskills.com/skills/thesis-consistency-audit/SKILL.md \
  -o ~/.claude/skills/thesis-consistency-audit/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/thesis-consistency-audit/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/thesis-consistency-audit/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\thesis-consistency-audit\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Thesis Consistency Audit Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/thesis-consistency-audit/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Thesis Consistency Audit skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Thesis Consistency Audit skill?

Use Thesis Consistency Audit when your Claude Code task falls under the General category — specifically in the operations area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Thesis Consistency Audit" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Thesis Consistency Audit skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Thesis Consistency Audit is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/Nero1688/claude-academic-skills/blob/HEAD/skills/thesis-consistency-audit/SKILL.md
License: MIT
Author: Nero1688

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

Nero1688. (2026). Thesis Consistency Audit [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/thesis-consistency-audit/

BibTeX

@misc{thesis-consistency-audit-2026,
  author    = {Nero1688},
  title     = {Thesis Consistency Audit [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/thesis-consistency-audit/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

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Security scan

Grade A · scanned 2026-08-26 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/thesis-consistency-audit/#security)

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Browse all General skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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