Agent skill

CSV Export

by Cai-aa in Cai-aa/CAE-Agent-Hub

Export curing simulation results to CSV with node coordinates and displacements.

MITAuto-check passedDocuments & Office

Install CSV Export

skills CLI
$ npx skills add Cai-aa/CAE-Agent-Hub --skill csv-export -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Cai-aa/CAE-Agent-Hub csv-export --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-src

Use ~/.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/

Facts

Skill name
csv-export
GitHub stars
998
Token cost
~744 tokens
SKILL.md length
200 words
Files
1
Skills in repo
57
Repo updated
First seen
Licence
MIT

At a glance

Export curing simulation results to CSV with node coordinates and displacements.

  • Needs CSV output
  • SKILL.md covers Description and Content
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Result comparison

What it does

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.

When your agent uses it

  • Needs CSV output
  • Result comparison

Example prompts

  • “/csv-export”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 194ef49. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    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.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

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.

Always · name and description, kept in context so the agent knows when to use it
~40
When it runs · the whole SKILL.md, loaded when a task matches
~744

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.

Safety

Auto-check passed

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.

SKILL.md

The full file from Cai-aa/CAE-Agent-Hub at commit 194ef49, republished under its MIT licence (© Cai-aa). 200 words, ~744 tokens.

Download SKILL.mdSave it as .claude/skills/csv-export/SKILL.md (or your agent's skills folder).
name
csv-export
description
Export curing simulation results to CSV with node coordinates and displacements. Invoke when user needs CSV output, data export, or result comparison.

CSV Export

Description

Export curing simulation results to CSV with node coordinates and displacements. Invoke when user needs CSV output, data export, or result comparison.

Content

CSV Format

The exported CSV file uses the following column format:

Node,X,Y,Z,U1,U2,U3
  • Node: Node label (integer)
  • X, Y, Z: Node coordinates
  • U1, U2, U3: Displacement components from the sp step last frame
Complete Export Script
python
import 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()
Output Details
  • 8-ply model: 5445 nodes exported
  • 4-ply model: 3025 nodes exported
  • Data is extracted from the sp step (springback) last frame, which represents the final deformation
Usage Scenarios
Comparing Ply Layups

Use the CSV output to compare different ply layup configurations:

  • Symmetry analysis of deformation patterns
  • Identifying maximum displacement locations
  • Comparing springback magnitudes across recipes
Extending with Additional Fields

The script can be extended to include additional field outputs by adding more columns:

python
# 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.data

Available additional fields:

  • S — Stress (6 components: S11, S22, S33, S12, S13, S23)
  • PE — Plastic strain
  • SDV1 to SDV4 — State variables
Notes
  • Use the % operator for string formatting (Abaqus uses Python 2.7)
  • Always close the ODB after processing each recipe
  • The CSV files are saved in the same work directory as the ODB files
  • Node coordinates are retrieved from 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

Files

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

Compare with similar skills

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.

CSV Export compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
CSV Export this skillCai-aa/CAE-Agent-Hub998—~744Automated safety check: PassMIT
Instrument Data To Allotropeaws-samples/amazon-bedrock-agents-healthcare-lifesciences2742 repos~2.7kAutomated safety check: PassApache-2.0
Sector Analysttradermonty/claude-trading-skills3k1 repos~2.3kAutomated safety check: PassMIT
Cliare Artifact Reviewmodiqo/cliare469—~2.4kAutomated safety check: PassApache-2.0
Convert Fileduckdb/duckdb-skills5991 repos~720Automated safety check: NotesMIT
Research Integrity Auditxuzhougeng/wisp-science1k—~2.6kAutomated safety check: PassAGPL-3.0

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Questions about CSV Export

What does CSV Export do?

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.

When should I use CSV Export?

CSV Export fits situations like: needs CSV output; result comparison.

How do I install CSV Export in Claude Code?

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.

How do I install CSV Export in Codex?

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.

Can I use CSV Export in Cursor, Gemini CLI or GitHub Copilot?

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.

What does CSV Export need to run?

SKILL.md names no scripts, command-line tools or credentials: CSV Export is instructions for the agent only. Our summary lists: Python 3.

Does CSV Export access the network?

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.

Is CSV Export safe to install?

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.

What licence does CSV Export use?

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.

How many tokens does CSV Export use?

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.

What are the alternatives to CSV Export?

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.

Who maintains CSV Export?

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.