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1829162846lw

Thai Chinese Gov Efficiency

by 1829162846lw · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
105
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1
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Install in OpenClaw
/install thai-chinese-gov-efficiency
Description
Academic research agent for comparative analysis of governance structures in Thai and Chinese public business schools and their impact on educational efficie...
Usage Guidance
This skill appears to do what it says, but it expects external scripts, local reference files, and other sub-skills that are not included. Before installing or enabling autonomous use: 1) confirm the existence and trustworthiness of scripts referenced in scripts/*.py and R scripts, and of files under references/ and assets/; 2) verify the target subagents (literature-review, data-analysis) are legitimate and permitted to receive your data; 3) ensure the platform commands used (web_fetch, web_search, spawn_subagent, clawhub) are safe in your environment and won't leak sensitive information; 4) run the skill in a sandbox or with restricted agent permissions first; and 5) if you cannot validate the external artifacts, avoid granting broad autonomous execution rights.
Capability Analysis
Type: OpenClaw Skill Name: thai-chinese-gov-efficiency Version: 1.0.0 The skill bundle defines an academic research agent that utilizes high-risk capabilities, including arbitrary command execution via 'exec' for Python and R scripts (e.g., scripts/data_extractor.py, scripts/efficiency_model.R) and automated skill updates via 'clawhub update'. While these actions are aligned with the stated purpose of governance research and data analysis, the reliance on executing local scripts and performing external network fetches (web_fetch) in SKILL.md introduces a significant attack surface for remote code execution or unauthorized local execution if the referenced scripts or update sources are compromised.
Capability Assessment
Purpose & Capability
The name/description (comparative governance research) match the SKILL.md content: theoretical framework building, mixed-methods design, literature review, data collection, DEA/regression analysis and coordination of subagents. Nothing requested or described is unrelated to that purpose.
Instruction Scope
The instructions tell the agent to run web_search/web_fetch, execute local scripts (scripts/*.py, Rscript), read local reference files (references/*, assets/*) and spawn other subagents. Those actions are coherent for a research workflow, but the skill does not include the referenced scripts/files or define the behavior of the spawn_subagent commands — the agent may attempt to run commands that depend on missing or untrusted artifacts.
Install Mechanism
No install spec or code files are provided (instruction-only). This minimizes installation risk because nothing is downloaded or written by the skill itself.
Credentials
The skill declares no environment variables, credentials, or config paths. The SKILL.md also does not request secrets. This is proportionate to the stated academic research purpose.
Persistence & Privilege
always is false and the skill does not request persistent/privileged system presence. It does instruct spawning subagents and running update commands (clawhub update), which are normal for agent workflows but worth reviewing before enabling autonomous execution.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install thai-chinese-gov-efficiency
  3. After installation, invoke the skill by name or use /thai-chinese-gov-efficiency
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
thai-chinese-gov-efficiency v1.0.0 - Initial release for comparative analysis of governance structures and educational efficiency in Thai and Chinese public business schools. - Supports building theoretical frameworks, mixed-methods research design, and workflow management for longitudinal academic studies. - Integrates tools for literature review, data collection, statistical analysis, and quality assurance. - Enables multi-agent coordination and milestone tracking for academic research projects.
Metadata
Slug thai-chinese-gov-efficiency
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Thai Chinese Gov Efficiency?

Academic research agent for comparative analysis of governance structures in Thai and Chinese public business schools and their impact on educational efficie... It is an AI Agent Skill for Claude Code / OpenClaw, with 105 downloads so far.

How do I install Thai Chinese Gov Efficiency?

Run "/install thai-chinese-gov-efficiency" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Thai Chinese Gov Efficiency free?

Yes, Thai Chinese Gov Efficiency is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Thai Chinese Gov Efficiency support?

Thai Chinese Gov Efficiency is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Thai Chinese Gov Efficiency?

It is built and maintained by 1829162846lw (@1829162846lw); the current version is v1.0.0.

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