Instrument Data To Allotrope
aws-samples/amazon-bedrock-agents-healthcare-lifesciences
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV.
Export curing simulation results to CSV with node coordinates and displacements.
$ npx skills add Cai-aa/CAE-Agent-Hub --skill csv-export -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Cai-aa/CAE-Agent-Hub csv-export --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/composite-curing-simulation/postprocessing/csv-export .claude/skills/csv-export && 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 "csv-export" agent skill from https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/composite-curing-simulation/postprocessing/csv-export into .claude/skills/csv-export/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "csv-export", 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/composite-curing-simulation/postprocessing/csv-exportType 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 csv-export -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Cai-aa/CAE-Agent-Hub csv-export --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/composite-curing-simulation/postprocessing/csv-export .agents/skills/csv-export && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "csv-export" agent skill from https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/composite-curing-simulation/postprocessing/csv-export into .agents/skills/csv-export/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "csv-export", 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 csv-export -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Cai-aa/CAE-Agent-Hub csv-export --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/composite-curing-simulation/postprocessing/csv-export .cursor/skills/csv-export && 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 "csv-export" agent skill from https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/composite-curing-simulation/postprocessing/csv-export into .cursor/skills/csv-export/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "csv-export", 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/composite-curing-simulation/postprocessing/csv-export--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 csv-export -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Cai-aa/CAE-Agent-Hub csv-export --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/composite-curing-simulation/postprocessing/csv-export .gemini/skills/csv-export && 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 "csv-export" agent skill from https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/composite-curing-simulation/postprocessing/csv-export into .gemini/skills/csv-export/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "csv-export", 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 csv-exportInstalls 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 csv-export -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/composite-curing-simulation/postprocessing/csv-export .github/skills/csv-export && 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 "csv-export" agent skill from https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/composite-curing-simulation/postprocessing/csv-export into .github/skills/csv-export/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "csv-export", 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 csv-export -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 csv-export --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/composite-curing-simulation/postprocessing/csv-export .opencode/skills/csv-export && 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 "csv-export" agent skill from https://github.com/Cai-aa/CAE-Agent-Hub/tree/main/Skill/abaqus/composite-curing-simulation/postprocessing/csv-export into .opencode/skills/csv-export/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "csv-export", 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.
csv-exportExport curing simulation results to CSV with node coordinates and displacements.
CSV Export is an agent skill from Cai-aa/CAE-Agent-Hub. Export curing simulation results to CSV with node coordinates and displacements. Invoke when user needs CSV output, data export, or result comparison.
Its SKILL.md is about 740 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Documents & Office, covering CSV and tabular files. The licence is MIT.
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 nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
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.
CSV Export loads about 744 tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 200 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 found no risky patterns in SKILL.md.
Automated 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). 200 words, ~744 tokens.
.claude/skills/csv-export/SKILL.md (or your agent's skills folder).Export curing simulation results to CSV with node coordinates and displacements. Invoke when user needs CSV output, data export, or result comparison.
The exported CSV file uses the following column format:
Node,X,Y,Z,U1,U2,U3Node: Node label (integer)X, Y, Z: Node coordinatesU1, U2, U3: Displacement components from the sp step last frameimport os
from abaqusConstants import *
work_dir = 'C:\\Users\\...\\work_directory'
recipes = ['P8_mold_recipe_1', 'P8_mold_recipe_2', 'P8_mold_recipe_3']
for name in recipes:
odb_path = os.path.join(work_dir, name + '.odb')
odb = session.openOdb(name=name+'_odb', path=odb_path, readOnly=True)
inst = odb.rootAssembly.instances['P8-1']
last_frame = odb.steps['sp'].frames[-1]
u_field = last_frame.fieldOutputs['U']
u_map = {}
for val in u_field.values:
u_map[val.nodeLabel] = (val.data[0], val.data[1], val.data[2])
csv_path = os.path.join(work_dir, name + '.csv')
lines = ['Node,X,Y,Z,U1,U2,U3']
for node in inst.nodes:
nid = node.label
x, y, z = node.coordinates
if nid in u_map:
u1, u2, u3 = u_map[nid]
lines.append('%d,%.6f,%.6f,%.6f,%.6f,%.6f,%.6f' % (nid, x, y, z, u1, u2, u3))
with open(csv_path, 'w') as f:
f.write('\n'.join(lines))
odb.close()Use the CSV output to compare different ply layup configurations:
The script can be extended to include additional field outputs by adding more columns:
# Add stress (S) components
s_field = last_frame.fieldOutputs['S']
s_map = {}
for val in s_field.values:
s_map[val.elementLabel] = val.data
# Add state variables (SDV1-4)
sdv1_field = last_frame.fieldOutputs['SDV1']
sdv1_map = {}
for val in sdv1_field.values:
sdv1_map[val.elementLabel] = val.dataAvailable additional fields:
S — Stress (6 components: S11, S22, S33, S12, S13, S23)PE — Plastic strainSDV1 to SDV4 — State variables% operator for string formatting (Abaqus uses Python 2.7)instance.nodes, not from a COORD field output© 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
Just SKILL.md in Skill/abaqus/composite-curing-simulation/postprocessing/csv-export of Cai-aa/CAE-Agent-Hub.
Open the folder on GitHubat commit 194ef49
CSV Export 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 |
|---|---|---|---|---|---|---|
| CSV Export this skillCai-aa/CAE-Agent-Hub | 998 | — | ~744 | Automated safety check: Pass | MIT | |
| Instrument Data To Allotropeaws-samples/amazon-bedrock-agents-healthcare-lifesciences | 274 | 2 repos | ~2.7k | Automated safety check: Pass | Apache-2.0 | |
| Sector Analysttradermonty/claude-trading-skills | 3k | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Cliare Artifact Reviewmodiqo/cliare | 469 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Convert Fileduckdb/duckdb-skills | 599 | 1 repos | ~720 | Automated safety check: Notes | MIT | |
| Research Integrity Auditxuzhougeng/wisp-science | 1k | — | ~2.6k | Automated safety check: Pass | AGPL-3.0 |
aws-samples/amazon-bedrock-agents-healthcare-lifesciences
Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV.
tradermonty/claude-trading-skills
This skill should be used when analyzing sector rotation patterns and market cycle positioning.
modiqo/cliare
A skill your agent uses when reviewing a CLIARE measurement artifact directory, explaining score changes, triaging issues, finding evidence, or proposing CLI remediation work from artifact-map.json…
duckdb/duckdb-skills
Convert any data file to another format: CSV, Parquet, JSON, Excel, GeoJSON, and more.
xuzhougeng/wisp-science
学术审查 / research-integrity screening of a manuscript's figures and reported numbers.
LinklyAI/best-skills
Daily cross-platform rankings of AI agent skills (skills.sh, ClawHub, Tencent SkillHub, GitHub, X/HN/Bluesky).
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
Export curing simulation results to CSV with node coordinates and displacements. CSV Export is an agent skill from Cai-aa/CAE-Agent-Hub. Export curing simulation results to CSV with node coordinates and displacements.
CSV Export fits situations like: needs CSV output; result comparison.
Run `npx skills add Cai-aa/CAE-Agent-Hub --skill csv-export -a claude-code`. Or copy the skill folder (Skill/abaqus/composite-curing-simulation/postprocessing/csv-export in Cai-aa/CAE-Agent-Hub) into .claude/skills/csv-export in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Cai-aa/CAE-Agent-Hub --skill csv-export -a codex`. Or copy the skill folder (Skill/abaqus/composite-curing-simulation/postprocessing/csv-export in Cai-aa/CAE-Agent-Hub) into .agents/skills/csv-export 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 csv-export -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/csv-export, .gemini/skills/csv-export, .github/skills/csv-export and .opencode/skills/csv-export in your project.
SKILL.md names no scripts, command-line tools or credentials: CSV Export is instructions for the agent only. Our summary lists: Python 3.
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 no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
CSV Export is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 744 tokens (SKILL.md is roughly 3k 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 CSV Export: Instrument Data To Allotrope (aws-samples/amazon-bedrock-agents-healthcare-lifesciences, 274 stars), Sector Analyst (tradermonty/claude-trading-skills, 3k stars), Cliare Artifact Review (modiqo/cliare, 469 stars) and Convert File (duckdb/duckdb-skills, 599 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.