SkillsLib.ai

Composite Laminate Design & Failure Analysis

Design composite laminates and predict failure modes

0.0(0 reviews)
100+ downloads
Updated Nov 2026

What You Can Do

You can design multi-ply composite laminates from material specifications and load requirements, automatically calculating effective properties (stiffness, strength, compliance). The skill predicts failure modes using industry-standard criteria (Tsai-Wu, Max Stress, Max Strain, Hashin) and verifies designs against structural requirements, helping you optimize ply orientations to meet performance targets while minimizing weight and cost.

Features

Laminate stacking sequence design

specify plies, orientation angles, and material types to create tailored composite structures

Effective properties calculation

compute equivalent stiffness matrix (Q-bar), compliance, and in-plane/flexural properties for any laminate

Failure mode prediction

apply Tsai-Wu, Max Stress, Max Strain, and Hashin criteria to identify critical failure modes under combined loads

Ply-by-ply stress analysis

calculate stress components in each ply and layer to diagnose failure initiation and stress concentration

Design requirement verification

check margins of safety against target stiffness, strength, and thermal stability requirements

Laminate optimization guidance

suggest ply orientation and count changes to meet structural goals without over-designing

Load case management

organize and compare multiple loading scenarios (tension, compression, shear, bending, combined)

Example Output

Laminate Design Output

code
Stacking Sequence: [0/±45/90]s (8 plies)
Material: Carbon/Epoxy (IM7/8552)
Thickness: 1.2 mm | Fiber vol. fraction: 60%

Effective Properties:
Ex = 68.5 GPa | Ey = 12.3 GPa | Gxy = 5.8 GPa
νxy = 0.32 | α11 = -0.1 ppm/°C | α22 = 28 ppm/°C

Failure Prediction (Tsai-Wu Criterion)

code
Load Case: 500 MPa tension in 0° direction
Critical Ply: Ply 3 (90° fiber)
Reserve Factor: 1.2 ✓ Safe
Failure Mode: Matrix cracking with fiber-matrix debond
Risk: Monitor delamination under fatigue

Optimization Recommendation

code
Current: [0/±45/90]s → RF = 1.2, Mass = 2.4 kg/m²
Suggested: [0/0/±45/90]s → RF = 1.6 (63% improvement)
Impact: +3% mass, +5% cost, better damage tolerance

What's Included

  • SKILL.md: Full composite laminate design assistant with failure prediction and optimization logic
  • Material database template: Pre-filled common fiber/resin systems (Carbon/Epoxy, Glass/Epoxy, Aramid/Epoxy) with mechanical and thermal properties
  • Laminate design worksheet: Guided prompts for ply selection, orientation specification, and thickness calculation
  • Load case catalog: Standard aerospace/automotive scenarios (wing bending, fuselage pressure, torsion, impact)
  • Failure analysis checklist: Step-by-step verification using Tsai-Wu, Max Stress, Hashin, and Puck criteria
  • Design review template: Structural requirement validation against stiffness, strength, thermal, and manufacturing constraints
  • Case studies: Four worked examples (wing skin, pressure vessel, automotive bracket, sandwich panel)

Who It's For

  • Composite & Aerospace Engineers — Design and optimize carbon/glass/aramid laminates for aircraft, spacecraft, and structural components
  • Automotive Engineers — Develop composite body panels, suspension arms, battery enclosures, and crash structures
  • Materials Engineers — Evaluate composite performance and degradation under multi-axial loads and environmental exposure
  • Structural Designers — Verify composite designs against certification standards (FAA, EASA, OEM requirements) and load envelopes
  • Manufacturing Engineers — Understand ply-level stress for process optimization, quality control, and design-for-manufacturability

Best For

  • Laminate design from scratch — Choose fiber orientation, ply count, and material to meet stiffness and strength targets
  • Failure mode prediction — Identify which plies and layers fail first under tension, compression, or combined multi-axial loads
  • Design optimization — Compare competing stacking sequences and recommend changes to improve reserve factor or reduce mass
  • Structural requirement verification — Confirm a laminate meets target properties (modulus, strength, thermal stability, damage tolerance)
  • Load case analysis — Organize and rank multiple failure scenarios (wing bending, fuselage pressurization, impact, fatigue) by risk

You might also like

Antenna Design & Optimization Skill
$30
Antenna Design & Optimization Skill

You can accelerate your entire antenna design workflow—from initial concept to optimized specifications—by leveraging Claude's knowledge of electromagnetic theory, antenna types, and design trade-offs. Claude helps you parameterize designs, identify optimal configurations for your frequency band and application, and prepare detailed briefs for simulation and manufacturing. You'll generate design reviews, impedance-matching solutions, and validation checklists without context-switching to multiple tools.

Api Reference Writer
$35
API Docs4.5(47)
Api Reference Writer

You can convert raw API code, OpenAPI specs, GraphQL schemas, and implementation details into production-ready reference documentation. The skill generates systematically organized endpoint documentation with parameter tables, real request/response examples, error code catalogs, authentication details, rate limits, and SDK usage snippets in multiple programming languages—creating the authoritative developer reference for REST APIs, GraphQL APIs, WebSocket APIs, and webhook schemas.

Incident Response & Root Cause Analysis
$35
Incident Response & Root Cause Analysis

Rapidly analyze production incidents by correlating observability signals—logs, metrics, traces, and events—to identify the true root cause instead of symptoms. You'll reconstruct incident timelines, quantify impact scope, and generate both immediate remediation steps and long-term prevention measures.

Kalman Filter Engineering Assistant
$25
Kalman Filter Engineering Assistant

This skill guides you through designing Kalman filters for your specific state estimation and sensor fusion problems. You'll learn to diagnose filter divergence, tune covariance matrices (Q and R), and validate observability—turning mathematical theory into production-ready filters. The skill provides step-by-step workflows, diagnostic tools, and practical templates for common applications like GPS/IMU fusion, SLAM, and aircraft navigation.

Git Commit Message Writer
$45
CI/CD4.3(47)
Git Commit Message Writer

Claude analyzes your code diffs and generates standardized commit messages that follow the Conventional Commits specification. The skill automatically determines the correct commit type, scope, and description based on the changes you've made, ensuring your messages are parseable by automation tools while remaining human-readable for code reviewers.

Full-Stack Feature Development Workflow
$30
Full-Stack Feature Development Workflow

You'll transform high-level feature requirements into a complete development plan covering API design, frontend implementation, testing strategy, and documentation. The skill helps you identify dependencies, parallelize work across frontend and backend teams, and establish quality gates that ensure features ship bug-free with proper error handling and logging.

Smart Contract Security Audit & Gas Optimization Review
$45
Smart Contract Security Audit & Gas Optimization Review

You get a comprehensive security and gas optimization review of your Solidity smart contracts. The skill identifies common vulnerabilities like reentrancy attacks, overflow/underflow bugs, and unchecked external calls, while also pinpointing expensive operations and suggesting specific gas optimizations. Use this as a pre-audit screening to catch issues early and prepare your code for professional security review.

Bioanalytical Method Development Assistant
$35
Bioanalytical Method Development Assistant

You can rapidly design, optimize, and validate chromatographic and LC-MS/MS methods for analyzing drugs and metabolites in biological matrices. This skill guides you through analytical method development workflows—including parameter selection, sensitivity optimization, and regulatory strategy—while ensuring ICH Q2(R2) and FDA compliance throughout the development process.

$30.00