An interactive AI agent skill that guides chemical engineers through the design of energy-efficient heat exchanger networks and pinch temperature analysis using Aspen Energy Analyzer.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install data-analyzer-622b06
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install data-analyzer-622b06 using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Aspen Energy Analyzer & Chemical Design (data-analyzer-622b06)?
The data-analyzer-622b06 skill is an advanced engineering assistant integrated into Openclaw Skills. It specializes in chemical process design, with a particular focus on heat exchanger networks (HEN) and energy integration methodologies.
This skill synthesizes valuable expert demonstrations and tutorial insights to assist process engineers, students, and research teams in optimizing plant utilities. By deploying this capability, users gain structured workflows to analyze temperature-enthalpy diagrams and master Aspen Energy Analyzer to achieve maximum heat integration efficiency.
Aspen Energy Analyzer & Chemical Design (data-analyzer-622b06) Use Cases
- Designing energy-optimal heat exchanger networks for chemical plants.
- Finding and determining pinch temperatures to optimize hot and cold utility demands.
- Analyzing temperature-enthalpy curves and grand composite curves for process simulation.
- Learning step-by-step software workflows for Aspen Energy Analyzer.
- Synthesizing academic and video-based knowledge to solve chemical design challenges.
How Aspen Energy Analyzer & Chemical Design (data-analyzer-622b06) Works
- Intent Triggering: The user invokes the skill using keywords like "data-analyzer", "换热网络" (heat exchanger network), or "化工设计" (chemical design).
- Retrieval of Integration Guidelines: The agent retrieves structured workflows and references derived from specialized video resources.
- Property Definition: Assists the user in organizing process stream datasets, including temperatures and heat capacity flow rates.
- Pinch Temperature Calculation: Guides the calculation of pinch temperature and heat recovery limits.
- Network Synthesis and Validation: Provides clear iterations to design a network conforming to feasibility rules, facilitating continuous design improvement.
Aspen Energy Analyzer & Chemical Design (data-analyzer-622b06) Setup
To deploy and use this skill locally, configure it within your Openclaw developer environment.
# Install the skill to your local instance
claw install data-analyzer-622b06
# Enable the skill for active sessions
claw enable-skill data-analyzer-622b06
Once enabled, prompt your AI agent with target queries like 化工设计 or data-analyzer to begin your analysis.
Aspen Energy Analyzer & Chemical Design (data-analyzer-622b06) Data Schema & Taxonomy
The skill manages both structural configuration details and stream parameters. Below is the metadata representation of a typical analysis session:
| Attribute | Description | Type | Expected Values |
|---|---|---|---|
skill_id |
Unique skill identifier | String | data-analyzer-622b06 |
hot_streams |
List of hot process streams requiring cooling | Array | Stream parameters |
cold_streams |
List of cold process streams requiring heating | Array | Stream parameters |
pinch_point |
Temperature threshold for heat recovery | Float | °C (e.g., 120.5) |
references |
Array of source URLs and authors | Array | Bilibili video URLs |
Aspen Energy Analyzer & Chemical Design (data-analyzer-622b06) Advanced Features
- Direct integration with Openclaw Skills workflows, enabling rapid transitions from raw engineering data ingestion to simulation analysis.
- Multi-source knowledge synthesis from Bilibili video databases to resolve specific software errors (e.g., Disk Usage Analyzer or Gel-Pro analyzer issues).
- Bilingual trigger support (English and Chinese) for a smooth global engineering and developer experience.
- Interactive checklists for determining pinch temperatures and validating thermodynamic curves.
SKILL.md
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