Astropy
zLanqing/codex-claude-academic-skills
Comprehensive Python library for astronomy and astrophysics.
Deep integration with finite element analysis tools for structural simulation across static, dynamic, and nonlinear domains
$ npx skills add Cai-aa/CAE-Agent-Hub --skill fea-structural -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Cai-aa/CAE-Agent-Hub fea-structural --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Cai-aa/CAE-Agent-Hub.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Skill/abaqus/reference/fea-structural .claude/skills/fea-structural && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "fea-structural" agent skill from https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/reference/fea-structural into .claude/skills/fea-structural/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fea-structural", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/reference/fea-structuralType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Cai-aa/CAE-Agent-Hub --skill fea-structural -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Cai-aa/CAE-Agent-Hub fea-structural --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Cai-aa/CAE-Agent-Hub.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Skill/abaqus/reference/fea-structural .agents/skills/fea-structural && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "fea-structural" agent skill from https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/reference/fea-structural into .agents/skills/fea-structural/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fea-structural", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Cai-aa/CAE-Agent-Hub --skill fea-structural -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Cai-aa/CAE-Agent-Hub fea-structural --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Cai-aa/CAE-Agent-Hub.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Skill/abaqus/reference/fea-structural .cursor/skills/fea-structural && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "fea-structural" agent skill from https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/reference/fea-structural into .cursor/skills/fea-structural/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fea-structural", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Cai-aa/CAE-Agent-Hub.git --path Skill/abaqus/reference/fea-structural--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Cai-aa/CAE-Agent-Hub --skill fea-structural -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Cai-aa/CAE-Agent-Hub fea-structural --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Cai-aa/CAE-Agent-Hub.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Skill/abaqus/reference/fea-structural .gemini/skills/fea-structural && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "fea-structural" agent skill from https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/reference/fea-structural into .gemini/skills/fea-structural/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fea-structural", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Cai-aa/CAE-Agent-Hub fea-structuralInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Cai-aa/CAE-Agent-Hub --skill fea-structural -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Cai-aa/CAE-Agent-Hub.git skills-src && mkdir -p .github/skills && cp -r skills-src/Skill/abaqus/reference/fea-structural .github/skills/fea-structural && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "fea-structural" agent skill from https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/reference/fea-structural into .github/skills/fea-structural/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fea-structural", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Cai-aa/CAE-Agent-Hub --skill fea-structural -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Cai-aa/CAE-Agent-Hub fea-structural --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Cai-aa/CAE-Agent-Hub.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Skill/abaqus/reference/fea-structural .opencode/skills/fea-structural && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "fea-structural" agent skill from https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/reference/fea-structural into .opencode/skills/fea-structural/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fea-structural", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
fea-structuralDeep integration with finite element analysis tools for structural simulation across static, dynamic, and nonlinear domains
Fea Structural is an agent skill from Cai-aa/CAE-Agent-Hub. Deep integration with finite element analysis tools for structural simulation across static, dynamic, and nonlinear domains
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `UPSTREAM.md` and `UPSTREAM_LICENSE.md`).
It sits in Research & Science, covering Physical and earth sciences. The licence is MIT.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 194ef49. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteGlobGrepBashFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Fea Structural loads about 1.4k tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 407 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Write, Glob, Grep, BashAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from Cai-aa/CAE-Agent-Hub at commit 194ef49, republished under its MIT licence (© Cai-aa). 407 words, ~1,385 tokens.
.claude/skills/fea-structural/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.The Finite Element Analysis skill provides deep integration with FEA tools for structural simulation, enabling systematic setup, execution, and post-processing of finite element models across static, dynamic, and nonlinear analysis domains.
CAD Import and Cleanup
Geometry Partitioning
Element Selection
| Analysis Type | Recommended Elements |
|---|---|
| Static stress | Hex20, Tet10, Quad8 |
| Thin structures | Shell (QUAD4/8, TRIA3/6) |
| Beam structures | BEAM/BAR elements |
| Contact | Linear elements preferred |
| Nonlinear | Reduced integration with hourglass control |
Mesh Quality Criteria
Aspect ratio: < 5 (< 3 preferred)
Jacobian: > 0.6
Warpage: < 15 degrees
Skewness: < 0.8Mesh Refinement
Constraints
Best Practices
Load Types
Load Cases
Stress Quantities
Margin of Safety
MS = (Allowable / Applied) - 1
MS > 0 indicates positive marginReporting
{
"geometry": "CAD file path or description",
"material": {
"name": "string",
"E": "number (Pa)",
"nu": "number",
"yield": "number (Pa)",
"ultimate": "number (Pa)"
},
"loads": [
{
"type": "pressure|force|moment|thermal",
"magnitude": "number",
"location": "string",
"direction": "array [x,y,z]"
}
],
"constraints": [
{
"type": "fixed|pinned|symmetry",
"location": "string",
"dof": "array"
}
],
"analysis_type": "static|modal|nonlinear",
"output_requests": ["stress", "displacement", "reactions"]
}{
"analysis_results": {
"max_stress": {
"von_mises": "number (Pa)",
"location": "string",
"element_id": "number"
},
"max_displacement": {
"magnitude": "number (m)",
"location": "string",
"node_id": "number"
},
"reaction_forces": {
"total": "array [Fx, Fy, Fz, Mx, My, Mz]"
}
},
"margin_of_safety": {
"yield": "number",
"ultimate": "number",
"critical_location": "string"
},
"mesh_quality": {
"element_count": "number",
"worst_aspect_ratio": "number",
"convergence_status": "string"
}
}© Cai-aa, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files in Skill/abaqus/reference/fea-structural of Cai-aa/CAE-Agent-Hub.
Open the folder on GitHubat commit 194ef49
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in Cai-aa/CAE-Agent-Hub, which our catalogue first saw on October 7, 2026.
Fea Structural next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Fea Structural this skillCai-aa/CAE-Agent-Hub | 998 | 1 repos | ~1.4k | Automated safety check: Notes | MIT | |
| AstropyzLanqing/codex-claude-academic-skills | 4.6k | 14 repos | ~2.9k | Automated safety check: Pass | BSD-3-Clause | |
| PymatgenzLanqing/codex-claude-academic-skills | 4.6k | 12 repos | ~5k | Automated safety check: Pass | MIT | |
| Cantera Ignition DelayK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Weathertrpc-group/trpc-agent-go | 1.8k | 8 repos | ~591 | Automated safety check: Pass | Apache-2.0 | |
| Pymol VisualizationChatMol/ChatMol | 372 | — | ~1.2k | Automated safety check: Pass | MIT |
zLanqing/codex-claude-academic-skills
Comprehensive Python library for astronomy and astrophysics.
zLanqing/codex-claude-academic-skills
Materials science toolkit. An agent skill from zLanqing/codex-claude-academic-skills.
K-Dense-AI/scientific-agent-skills
Runs Cantera constant-volume or constant-pressure ignition simulations and reports temperature-based ignition delay with mechanism provenance and checks.
trpc-group/trpc-agent-go
Get current weather and forecasts via wttr.in or Open-Meteo.
ChatMol/ChatMol
Generate publication-quality molecular visualization images using PyMOL.
Muuuun/luxas
Write domain-authentic review articles that synthesize rather than stack.
Cai-aa/CAE-Agent-Hub
Operate or inspect live ANSYS Workbench Mechanical structural simulations through the configured MCP, including model setup, materials, connections, loads, mesh, solve, convergence, validation, and…
Cai-aa/CAE-Agent-Hub
Plan, create, adapt, and quality-audit coin-style five-block O-grid hexahedral meshes for cylindrical CAE models.
Cai-aa/CAE-Agent-Hub
Evidence-first COMSOL Java API and batch workflow for permanent-magnet motor NVH.
Cai-aa/CAE-Agent-Hub
Evidence-first Ansys Electronics Desktop and PyAEDT automation for Maxwell, HFSS, Q3D, Icepak, and related electromagnetic workflows.
Cai-aa/CAE-Agent-Hub
Evidence-first Ansys Mechanical structural automation through Workbench RunWB2 journals, Mechanical Scripting/ACT ExtAPI, or PyMechanical gRPC.
Cai-aa/CAE-Agent-Hub
Run, diagnose, reproduce, and validate ANSYS Fluent CFD simulations of forced-convection autoclaves using Fluent MCP or PyFluent.
Categories
Deep integration with finite element analysis tools for structural simulation across static, dynamic, and nonlinear domains. Fea Structural is an agent skill from Cai-aa/CAE-Agent-Hub.
Fea Structural fits situations like: tasks that involve Physical and earth sciences.
Run `npx skills add Cai-aa/CAE-Agent-Hub --skill fea-structural -a claude-code`. Or copy the skill folder (Skill/abaqus/reference/fea-structural in Cai-aa/CAE-Agent-Hub) into .claude/skills/fea-structural in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Cai-aa/CAE-Agent-Hub --skill fea-structural -a codex`. Or copy the skill folder (Skill/abaqus/reference/fea-structural in Cai-aa/CAE-Agent-Hub) into .agents/skills/fea-structural in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Cai-aa/CAE-Agent-Hub --skill fea-structural -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fea-structural, .gemini/skills/fea-structural, .github/skills/fea-structural and .opencode/skills/fea-structural in your project.
SKILL.md names no scripts, command-line tools or credentials: Fea Structural is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Glob, Grep, Bash.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Fea Structural is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Fea Structural: Astropy (zLanqing/codex-claude-academic-skills, 4.6k stars), Pymatgen (zLanqing/codex-claude-academic-skills, 4.6k stars), Cantera Ignition Delay (K-Dense-AI/scientific-agent-skills, 48k stars) and Weather (trpc-group/trpc-agent-go, 1.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Cai-aa (a GitHub user) maintains it in Cai-aa/CAE-Agent-Hub, which has 998 GitHub stars. The repository holds 57 skills in this directory. The repository was last updated on September 30, 2026.
Source: Cai-aa/CAE-Agent-Hub on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.