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Springback Analysis

CommunityPopular
Cai-aa
springback-analysis

Configure springback analysis with Model Change for mold removal. Invoke when user needs mold removal, springback step, or Model Change setup.

Overview

PublisherCai-aa
RepositoryCAE-Agent-Hub
Skill namespringback-analysis
Stars
1K
Forks
130
Bundled files
Instructions only
LicenseMIT
Links
Skill sourceRepository
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by Cai-aa on GitHub. Read the source before you install it.

Installation

Install the Springback Analysis AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/composite-curing-simulation/analysis/springback-analysis
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/Cai-aa/CAE-Agent-Hub.git /tmp/CAE-Agent-Hub
mkdir -p .claude/skills
cp -r /tmp/CAE-Agent-Hub/Skill/abaqus/composite-curing-simulation/analysis/springback-analysis .claude/skills/springback-analysis
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Springback Analysis in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Springback Analysis on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Springback Analysis is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Springback Analysis

Description

Configure springback analysis with Model Change for mold removal. Invoke when user needs mold removal, springback step, or Model Change setup.

Content

Springback occurs in the sp (springback) step, which is the 4th and final step of the curing simulation. During this step, the mold/tool is removed and the composite part is allowed to deform freely, constrained only at the Set-2 inner corner.

Model Change: Remove Contact Pair

The contact pair between the composite surface and the tool surface is removed:

*Model Change, type=CONTACT PAIR, remove
com-surface, tool-surface

Model Change: Remove Tool Elements

All tool elements are removed from the analysis using Model Change:

*Model Change, remove
_PickedSet329,
  • _PickedSet329 = all tool elements (element numbers 1 to 1672)

Boundary Conditions in sp Step

The sp step uses op=NEW which replaces ALL previous boundary conditions:

  • Previous tool BCs removed: Use an empty *Boundary, op=NEW to clear previous tool constraints
  • New constraint applied: Set-2 is constrained with U1=U2=U3=0
*Boundary, op=NEW
Set-2, 1, 1, 0.
Set-2, 2, 2, 0.
Set-2, 3, 3, 0.

Loads in sp Step

  • Pressure removed: Use *Dsload, op=NEW with no data lines to remove all distributed loads
*Dsload, op=NEW

Temperature

Temperature is maintained at 25°C during the springback step.

Result

After mold removal, the composite springs back freely and is constrained only at the Set-2 inner corner. The springback displacement (U1, U2, U3) at the last frame of the sp step represents the final part shape deviation.

Key Points

  • The sp step is the final step where the part is released from the mold
  • Model Change must remove both the contact pair AND the tool elements
  • Using op=NEW on boundary conditions and loads ensures a clean state for springback
  • The final deformation is captured in the last frame of the sp step
  • This displacement data is used to evaluate part quality and springback deviation

Frequently asked questions

What does the Springback Analysis AI skill do?

Configure springback analysis with Model Change for mold removal. Invoke when user needs mold removal, springback step, or Model Change setup.

Why use Springback Analysis on TypingMind?

Because you install it once and use it with any model. Springback Analysis is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Springback Analysis in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/composite-curing-simulation/analysis/springback-analysis. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Springback Analysis?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Springback Analysis?

As many as you like. As long as a model supports skills, you can use Springback Analysis with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Springback Analysis AI skill free?

Yes. It is published on GitHub by Cai-aa under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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