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Install in OpenClaw
/install thesis-defense-qa-generator
Description
Generate likely thesis, dissertation, undergraduate paper, or graduation-project defense questions and strong reference answers from a user's complete thesis...
Usage Guidance
This skill appears coherent and low-risk technically, but consider privacy and academic-ethics implications before use: only paste content you are allowed to share (remove or redact personal or sensitive data and any confidential advisor/comments if needed). Verify that generated answers correctly reflect your thesis (the skill emphasizes not inventing findings, but models can hallucinate). If you need higher trust, ask for publisher/author provenance (the skill has no homepage and an unknown owner ID). Finally, avoid using the output to violate your institution's academic integrity rules — use it for preparation and revision only.
Capability Analysis
Type: OpenClaw Skill
Name: thesis-defense-qa-generator
Version: 1.0.0
The 'thesis-defense-qa-generator' skill is designed to assist students in preparing for academic defenses by generating relevant questions and evidence-based answers from their thesis documents. The instructions in SKILL.md and references/defense-qa-guide.md are highly detailed and focus on maintaining academic integrity, specifically instructing the agent not to fabricate data or citations. There are no signs of malicious intent, data exfiltration, or unauthorized execution; the logic is entirely consistent with the stated educational purpose.
Capability Assessment
Purpose & Capability
The name and description match the runtime instructions: the skill's goal is to read a user's thesis materials and produce defense Q&A. It declares no env vars, binaries, or installs — all of which would be unnecessary for this purpose.
Instruction Scope
SKILL.md confines data use to user-provided thesis materials and the bundled references/defense-qa-guide.md. It explicitly forbids fabricating findings and does not instruct the agent to read system files, environment variables, or contact external endpoints.
Install Mechanism
There is no install spec and no code files — the skill is instruction-only. That minimizes attack surface because nothing is written to disk or downloaded at install time.
Credentials
The skill requests no credentials, config paths, or environment variables. All required inputs are user-provided thesis materials, which are appropriate for the stated function.
Persistence & Privilege
always is false and the skill does not request changes to other skills or system settings. Autonomous invocation is allowed (the platform default) but not combined with other concerning permissions.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install thesis-defense-qa-generator - After installation, invoke the skill by name or use
/thesis-defense-qa-generator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
thesis-defense-qa-generator v1.0.0
- First release: generates likely thesis, dissertation, or undergraduate defense questions and reference answers based on user-provided materials.
- Automatically matches the language of the thesis (Chinese/English) for questions and answers.
- Supports proposal, final defense, undergraduate, and master's/doctoral viva scenarios.
- Requires "references/defense-qa-guide.md" for best practices and output format.
- Offers tailored Q&A based on actual thesis content; does not fabricate findings or methods.
- Includes handling of missing information, difficult questions strategies, and category grouping for answers.
Metadata
Frequently Asked Questions
What is thesis-defense-qa-generator?
Generate likely thesis, dissertation, undergraduate paper, or graduation-project defense questions and strong reference answers from a user's complete thesis... It is an AI Agent Skill for Claude Code / OpenClaw, with 49 downloads so far.
How do I install thesis-defense-qa-generator?
Run "/install thesis-defense-qa-generator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is thesis-defense-qa-generator free?
Yes, thesis-defense-qa-generator is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does thesis-defense-qa-generator support?
thesis-defense-qa-generator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created thesis-defense-qa-generator?
It is built and maintained by John Do (@junwugit); the current version is v1.0.0.
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