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Composite Curing

CommunityPopular
Cai-aa
composite-curing

Master skill for composite curing simulation with mold contact, friction, temperature, and Model Change springback in Abaqus. Routes to appropriate specialized skills.

Overview

PublisherCai-aa
RepositoryCAE-Agent-Hub
Skill namecomposite-curing
Stars
1K
Forks
130
Bundled files
Instructions only
LicenseMIT
Links
  • 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 Composite Curing 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/core/composite-curing
  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/core/composite-curing .claude/skills/composite-curing
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Composite Curing 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 Composite Curing 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 Composite Curing 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.

Composite Curing Simulation (Master Router)

This is the master routing skill for composite curing simulation. It does not perform work directly. Instead, it classifies the user's request and routes to the appropriate specialized sub-skill within the composite-curing-simulation collection.

When to Invoke

Invoke this skill when the user's request falls into any of the following categories:

  • Curing simulation: User asks to run or set up a composite curing simulation in Abaqus
  • Springback analysis: User mentions springback, mold removal, demolding, or *Model Change
  • Mold contact: User needs mold/tool contact geometry, contact pairs, or friction setup
  • Composite layup with mold: User wants to define or modify a composite layup that interacts with a mold during curing
  • UMAT for composites: User needs to run Abaqus with a UMAT subroutine for composite materials (e.g., Threestep.for)
  • Temperature-dependent friction: User mentions changing friction coefficients across curing steps
  • Ply angle or ply count changes: User wants to modify ply angles, ply count, or layup sequence in an existing curing model

If the request is a single, well-scoped sub-task (e.g., only changing a ply angle), you may route directly to the relevant sub-skill without invoking this router first. Use this router when the request spans multiple stages or when the user is unsure which sub-skill applies.

Architecture Overview

The curing model consists of two parts in the Abaqus assembly:

  1. P8 (Composite Part): An L-shaped bracket with through-thickness solid elements (C3D8). The composite layup is defined via *Solid Section, composite with a stack direction of 3. The through-thickness direction is along the X-axis (from -1 to 0).

  2. Tool (Mold Part): A separate rigid-like mold part that contacts the composite outer surface during curing. The mold is removed in the springback step via *Model Change.

Through-Thickness Direction

The composite thickness lies along the X-axis. For a 4-ply layup, the thickness spans from X = -1 to X = 0 (1 mm total, 0.25 mm per ply). For an 8-ply layup, the same total thickness of 1 mm is divided into 8 plies of 0.125 mm each. The stack direction in *Solid Section is 3 (the third local axis defined by the orientation).

4-Step Curing Process

StepNameTemperaturePressureFriction (mu)Purpose
1vis25C to 150C0.6 MPa0.45Viscous heating phase
2rub150C to 180C0.6 MPa0.2Rubbery curing phase
3glassy180C to 25C(removed)0.169Glassy cooling phase
4sp25C (held)(removed)(inactive)Springback after mold removal

Routing Table

Use the table below to determine which sub-skill to invoke. When multiple sub-skills are relevant, invoke them in the order listed under "Recommended Chain Order".

User Intent / KeywordsSub-SkillCategory
Ply angles, ply count, thickness, layup sequencemodeling/composite-layupmodeling
Tool part, mold surfaces, mold geometry, tool materialmodeling/mold-geometrymodeling
C3D8 elements, through-thickness mesh, composite meshmodeling/composite-meshmodeling
UMAT, COM material, TOOL material, Depvar, Expansionsetup/curing-materialsetup
Contact pair, friction properties, Change Frictionsetup/curing-contactsetup
Tool BCs, Set-2 springback constraint, boundarysetup/curing-bcsetup
Pressure on inner surface S2, Dsloadsetup/curing-loadsetup
Temperature fields, initial conditions, predefinedsetup/curing-temperaturesetup
4-step process, vis/rub/glassy/sp, Static step setupanalysis/curing-stepsanalysis
Model Change, mold removal, springback stepanalysis/springback-analysisanalysis
Job submission with UMAT, JobFromInputFileexecution/curing-jobexecution
Socket bridge usage, TCP port 48152, Abaqus kernelexecution/socket-bridgeexecution
ODB field output, stress/strain/displacement extractionpostprocessing/odb-extractionpostprocessing
CSV export with coordinates + displacementpostprocessing/csv-exportpostprocessing

Recommended Chain Order

For a complete curing simulation from scratch, follow this chain order. Each stage depends on the output of the previous stage:

text
1. modeling/composite-layup        # Define ply angles, thickness, count
2. modeling/mold-geometry          # Create tool/mold part and surfaces
3. modeling/composite-mesh         # Generate through-thickness C3D8 mesh
4. setup/curing-material           # Define COM (UMAT) and TOOL materials
5. setup/curing-contact            # Set up contact pair and friction properties
6. setup/curing-bc                 # Apply tool BCs and Set-2 springback constraint
7. setup/curing-load               # Apply pressure on inner surface S2
8. setup/curing-temperature        # Define temperature fields and initial conditions
9. analysis/curing-steps           # Configure 4-step process (vis/rub/glassy/sp)
10. analysis/springback-analysis   # Configure Model Change and mold removal
11. execution/curing-job           # Submit job with UMAT subroutine
12. execution/socket-bridge        # Connect to Abaqus kernel via socket bridge
13. postprocessing/odb-extraction  # Extract ODB field outputs
14. postprocessing/csv-export      # Export CSV with coordinates + displacement

Stage Dependencies

  • Modeling (steps 1-3) must be completed before Setup (steps 4-8), because material assignments, contact surfaces, and boundary sets reference the mesh.
  • Setup (steps 4-8) must be completed before Analysis (steps 9-10), because steps reference loads, BCs, and contact pairs defined in setup.
  • Analysis (steps 9-10) must be completed before Execution (steps 11-12), because the job is submitted from the complete INP.
  • Postprocessing (steps 13-14) runs after the job completes successfully.

Common Routing Scenarios

Scenario 1: Change Ply Angles Only

User says: "Change the layup to [45/-45]*4."

Route to: modeling/composite-layup only. This is a text-level INP edit that does not require mesh regeneration.

Scenario 2: Change Ply Count

User says: "Switch from 4 plies to 8 plies."

Route to: modeling/composite-layup (for layup definition) then modeling/composite-mesh (for mesh regeneration). Changing ply count requires regenerating the through-thickness mesh, not just editing ply lines.

Scenario 3: Run Full Curing Simulation

User says: "Run a curing simulation with the default layup."

Route through the full chain: modeling/* then setup/* then analysis/* then execution/* then postprocessing/*.

Scenario 4: Extract Results

User says: "Get the displacement results from the completed job."

Route to: postprocessing/odb-extraction then postprocessing/csv-export.

Key References

  • UMAT subroutine: Fortran file (e.g., Threestep.for) with 4 state variables
  • Reference INP: Contains mold geometry, contact, loads, steps (e.g., Job-0_0_0_0.inp)
  • Pre-built composite model: For ply count changes (e.g., P8_only_recipe_1.inp for 8 plies)
  • Socket bridge: TCP on 127.0.0.1:48152 inside Abaqus CAE

Common Pitfalls

  1. Ply count vs ply angles: Changing ply angles is a text edit; changing ply count requires mesh regeneration. Do not confuse the two.
  2. Pressure surface: Pressure is applied on S2 (inner surface), NOT S1 (outer/contact surface). Routing to setup/curing-load must preserve this distinction.
  3. Tool node numbering: Tool and composite parts both start from node 1. Parse nodes per-part, not globally.
  4. Set-2 node matching: When merging models with different through-thickness meshes, match nodes by exact coordinate lookup, not by node ID.
  5. Unicode errors: Use consistencyChecking=OFF in submit() when running via the socket bridge.

Frequently asked questions

What does the Composite Curing AI skill do?

Master skill for composite curing simulation with mold contact, friction, temperature, and Model Change springback in Abaqus. Routes to appropriate specialized skills.

Why use Composite Curing on TypingMind?

Because you install it once and use it with any model. Composite Curing 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 Composite Curing 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/core/composite-curing. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Composite Curing?

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 Composite Curing?

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

Is the Composite Curing 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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