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Structure Thinking
by
Caoyumin97
· GitHub ↗
· v1.0.0
1096
Downloads
2
Stars
7
Active Installs
1
Versions
Install in OpenClaw
/install structure-thinking
Description
Structured problem analysis and communication using system mapping and hierarchical logic. Use when a request involves messy, multi-factor problems, root-cau...
Usage Guidance
This skill is a set of templates and step-by-step guidance for structuring messy problems and appears internally consistent. Before installing, confirm that you understand it will ask for context (metrics, owners, constraints) — it does not itself access your systems or secrets. If you plan to let the agent access external data sources (databases, monitoring, or files) to populate metrics, make sure those data-accessing skills/tools are authorized and reviewed separately. If you prefer the agent not to invoke skills autonomously, consider disabling autonomous invocation at the agent/platform level.
Capability Analysis
Type: OpenClaw Skill
Name: structure-thinking
Version: 1.0.0
The skill bundle focuses on structured problem analysis and communication, providing the AI agent with methodologies and frameworks. All instructions in `SKILL.md` and reference files (`references/*.md`) are cognitive directives for the agent (e.g., 'Define', 'Summarize', 'Model', 'Build') and do not involve any system interaction like file I/O (beyond internal skill files), network calls, or shell command execution. The `Load` instructions in `SKILL.md` refer to local documentation files within the skill bundle, which is a legitimate way to provide context to the agent and does not pose a prompt injection risk for external execution or data exfiltration. There is no evidence of malicious intent, risky capabilities, or vulnerabilities.
Capability Assessment
Purpose & Capability
The name/description (structured problem analysis, system mapping, hierarchical logic) matches the SKILL.md and reference files. All included materials are guidance, templates, and examples that support the stated purpose.
Instruction Scope
Runtime instructions are limited to asking for user inputs, building models, and producing templates/memos. They do not instruct the agent to read system files, call external or hidden endpoints, access environment variables, or exfiltrate data. Prompts reference metrics and trends but expect the user or agent context to provide those, which is appropriate for this type of skill.
Install Mechanism
No install spec and no code files that execute. Instruction-only skill — nothing is downloaded or written to disk as part of installation.
Credentials
The skill declares no required environment variables, no credentials, and no config paths. There are no unexplained secrets or cross-service credentials requested.
Persistence & Privilege
always:false (not force-installed) and disable-model-invocation:false (normal — agent may invoke the skill when eligible). The skill does not request persistent system changes or modify other skills' configs.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install structure-thinking - After installation, invoke the skill by name or use
/structure-thinking - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of structure-thinking skill.
- Provides a step-by-step workflow for analyzing and communicating complex, multi-factor problems through system mapping and hierarchical logic.
- Includes preferred inputs, clear output templates, and practical example for software scenarios.
- Offers checklists for interventions, evidence, and common failure modes.
- References core materials for structured communication and systems thinking.
Metadata
Frequently Asked Questions
What is Structure Thinking?
Structured problem analysis and communication using system mapping and hierarchical logic. Use when a request involves messy, multi-factor problems, root-cau... It is an AI Agent Skill for Claude Code / OpenClaw, with 1096 downloads so far.
How do I install Structure Thinking?
Run "/install structure-thinking" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Structure Thinking free?
Yes, Structure Thinking is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Structure Thinking support?
Structure Thinking is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Structure Thinking?
It is built and maintained by Caoyumin97 (@caoyumin97); the current version is v1.0.0.
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