Agent skill

Abaqus Odb To Grid CSV

by theneoai in theneoai/awesome-skills

Convert per-case Abaqus FEA outputs into ML-ready (X, Y) wide-table CSVs.

Custom licenceAuto-check: notesDocuments & Office

Install Abaqus Odb To Grid CSV

skills CLI
$ npx skills add theneoai/awesome-skills --skill abaqus-odb-to-grid-csv -a claude-code

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

GitHub CLI
$ gh skill install theneoai/awesome-skills abaqus-odb-to-grid-csv --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/theneoai/awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/tools/engineering-simulation/abaqus-odb-to-grid-csv .claude/skills/abaqus-odb-to-grid-csv && 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
abaqus-odb-to-grid-csv
GitHub stars
185
Token cost
~2.8k tokens
SKILL.md length
1,219 words
Files
3 (incl. references)
Skills in repo
11
Repo updated
First seen
Licence
Custom licence

At a glance

Convert per-case Abaqus FEA outputs into ML-ready (X, Y) wide-table CSVs.

  • Works in 11 steps: Scan and validate → Detect mesh structure (one-time) → Per-case extraction → …
  • Tasks that involve CSV and tabular files
  • SKILL.md covers When to Use This Skill, The Two Mesh-to-Grid Paths, Required Inputs and Workflow Steps, plus 5 more sections
  • Runs Python scripts from its folder; calls python

What it does

Abaqus Odb To Grid CSV is an agent skill from theneoai/awesome-skills. Convert per-case Abaqus FEA outputs into ML-ready (X, Y) wide-table CSVs. Pivots irregular FEA mesh node displacements onto a regular N×N grid via direct binning (structured mesh) or bilinear resampling, picks the final frame as the deformation target, and aggregates across many cases into Xamplitude.csv (design vectors) + Ygriduz.csv (flattened grid displacement). Use when the user has a folder of completed FEA cases and wants to train a Ridge / MLP / Gaussian Process surrogate on the (input → displacement…

Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/extract_grid.py` and `references/grid_resample.py`).

It sits in Documents & Office, covering CSV and tabular files. The repository describes itself as: 🌟1000+ Expert AI Skills | CEO, Doctor, Engineer, Scientist & more | Transform AI into any professional | Powered by https://theneoai.github.io/skill-writer/.

When your agent uses it

  • Tasks that involve CSV and tabular files

Example prompts

  • “/abaqus-odb-to-grid-csv”

Requirements

  • Python 3
  • Pre-approved tools (allowed-tools): Read, Write, Edit, Glob, Grep, Bash

Workflow steps

11 steps, taken from the step headings in SKILL.md.

  1. Scan and validate
  2. Detect mesh structure (one-time)
  3. Per-case extraction
  4. Aggregate + deduplicate
  5. Quick QC
  6. Node coordinates may not align exactly across cases
  7. The final frame is not always the last row
  8. Bilinear resample weights are precomputable
  9. Handle large node_displacement.csv files efficiently
  10. Memory budget
  11. Failure modes

What it can do on your machine

Read from SKILL.md and the folder at commit 61fe4f2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Glob
    • Grep
    • Bash

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships script files (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • 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

Abaqus Odb To Grid CSV loads about 2.8k tokens when it runs, and up to ~6.4k if it reads all its reference files. Until then it costs about 139 tokens; SKILL.md has 1,219 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~139
When it runs · the whole SKILL.md, loaded when a task matches
~2.8k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~6.4k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Write, Edit, Glob, Grep, Bash

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,219 words (~2,767 tokens).

“The post-processing half of a surrogate-model pipeline. Takes a folder of completed Abaqus FEA cases (typically produced by the abaqus-lhs-batch-dataset skill) and produces two flat CSVs ready for numpy.loadtxt / pandas.read_csv / scikit-learn:”

— opening of SKILL.md by theneoai, Custom licence
name
abaqus-odb-to-grid-csv
allowed-tools
Read, Write, Edit, Glob, Grep, Bash
difficulty
intermediate
category
engineering-simulation
tags
abaqus, fea, finite-element, simulation, machine-learning, data-pipeline, mesh-resampling
platforms
claude, openclaw, opencode, cursor, codex, cline
quality
community

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (references) in skills/tools/engineering-simulation/abaqus-odb-to-grid-csv of theneoai/awesome-skills.

  • SKILL.md
  • references/extract_grid.py
  • references/grid_resample.py

Open the folder on GitHubat commit 61fe4f2

Compare with similar skills

Abaqus Odb To Grid CSV 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.

Abaqus Odb To Grid CSV compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Abaqus Odb To Grid CSV this skilltheneoai/awesome-skills185—~2.8kAutomated safety check: NotesCustom licence
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Instrument Data To Allotropeaws-samples/amazon-bedrock-agents-healthcare-lifesciences2742 repos~2.7kAutomated safety check: PassApache-2.0
Abuse Hunternexu-io/harness-engineering-guide664—~1.9kAutomated safety check: PassMIT
Intelligence Requirements BuilderTracecatHQ/tracecat3.8k—~6kAutomated safety check: PassMIT
Markitshift-labs-ai/markit1.3k—~299Automated safety check: PassMIT

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Questions about Abaqus Odb To Grid CSV

What does Abaqus Odb To Grid CSV do?

Convert per-case Abaqus FEA outputs into ML-ready (X, Y) wide-table CSVs. Abaqus Odb To Grid CSV is an agent skill from theneoai/awesome-skills. Convert per-case Abaqus FEA outputs into ML-ready (X, Y) wide-table CSVs.

When should I use Abaqus Odb To Grid CSV?

Abaqus Odb To Grid CSV fits situations like: tasks that involve CSV and tabular files.

How do I install Abaqus Odb To Grid CSV in Claude Code?

Run `npx skills add theneoai/awesome-skills --skill abaqus-odb-to-grid-csv -a claude-code`. Or copy the skill folder (skills/tools/engineering-simulation/abaqus-odb-to-grid-csv in theneoai/awesome-skills) into .claude/skills/abaqus-odb-to-grid-csv in your project. Claude Code loads it when a task matches its description.

How do I install Abaqus Odb To Grid CSV in Codex?

Run `npx skills add theneoai/awesome-skills --skill abaqus-odb-to-grid-csv -a codex`. Or copy the skill folder (skills/tools/engineering-simulation/abaqus-odb-to-grid-csv in theneoai/awesome-skills) into .agents/skills/abaqus-odb-to-grid-csv in your project. Codex loads it when a task matches its description.

Can I use Abaqus Odb To Grid CSV 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 theneoai/awesome-skills --skill abaqus-odb-to-grid-csv -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/abaqus-odb-to-grid-csv, .gemini/skills/abaqus-odb-to-grid-csv, .github/skills/abaqus-odb-to-grid-csv and .opencode/skills/abaqus-odb-to-grid-csv in your project.

What does Abaqus Odb To Grid CSV need to run?

Going by SKILL.md and its folder, Abaqus Odb To Grid CSV needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Write, Edit, Glob, Grep, Bash.

Does Abaqus Odb To Grid CSV 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 Abaqus Odb To Grid CSV safe to install?

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.

What licence does Abaqus Odb To Grid CSV use?

Abaqus Odb To Grid CSV has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Abaqus Odb To Grid CSV use?

About 2.8k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.6k tokens, read only when the agent opens those files.

What are the alternatives to Abaqus Odb To Grid CSV?

Skills that share tags, products or a category with Abaqus Odb To Grid CSV: Data Table Manager (n8n-io/n8n, 207k stars), Instrument Data To Allotrope (aws-samples/amazon-bedrock-agents-healthcare-lifesciences, 274 stars), Abuse Hunter (nexu-io/harness-engineering-guide, 664 stars) and Intelligence Requirements Builder (TracecatHQ/tracecat, 3.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Abaqus Odb To Grid CSV?

theneoai (a GitHub user) maintains it in theneoai/awesome-skills, which has 185 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on May 15, 2026.

Source: theneoai/awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.