Agent skill

Electronic Analysis

A skill your agent uses when the user asks to analyze DOS, band structure, COHP bonding, d-band center, or MD trajectory properties (RDF, RMSD, RMSF, hydrogen bonds, clustering, dimensionality…

AGPL-3.0Auto-check passed

Install Electronic Analysis

skills CLI

$ npx skills add Hello-QM/catgo-LRG --skill electronic-analysis -a claude-code

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

GitHub CLI

$ gh skill install Hello-QM/catgo-LRG electronic-analysis --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/Hello-QM/catgo-LRG.git skills-src && mkdir -p .claude/skills && cp -r skills-src/catbot-plugin/skills/electronic-analysis .claude/skills/electronic-analysis && 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/

Paste into Claude Code

Install the "electronic-analysis" agent skill from https://github.com/Hello-QM/catgo-LRG/tree/main/catbot-plugin/skills/electronic-analysis into .claude/skills/electronic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "electronic-analysis", 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

$skill-installer install https://github.com/Hello-QM/catgo-LRG/tree/main/catbot-plugin/skills/electronic-analysis

Type 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.

skills CLI

$ npx skills add Hello-QM/catgo-LRG --skill electronic-analysis -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install Hello-QM/catgo-LRG electronic-analysis --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Hello-QM/catgo-LRG.git skills-src && mkdir -p .agents/skills && cp -r skills-src/catbot-plugin/skills/electronic-analysis .agents/skills/electronic-analysis && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "electronic-analysis" agent skill from https://github.com/Hello-QM/catgo-LRG/tree/main/catbot-plugin/skills/electronic-analysis into .agents/skills/electronic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "electronic-analysis", 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.

skills CLI

$ npx skills add Hello-QM/catgo-LRG --skill electronic-analysis -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install Hello-QM/catgo-LRG electronic-analysis --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Hello-QM/catgo-LRG.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/catbot-plugin/skills/electronic-analysis .cursor/skills/electronic-analysis && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "electronic-analysis" agent skill from https://github.com/Hello-QM/catgo-LRG/tree/main/catbot-plugin/skills/electronic-analysis into .cursor/skills/electronic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "electronic-analysis", 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

$ gemini skills install https://github.com/Hello-QM/catgo-LRG.git --path catbot-plugin/skills/electronic-analysis

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add Hello-QM/catgo-LRG --skill electronic-analysis -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install Hello-QM/catgo-LRG electronic-analysis --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Hello-QM/catgo-LRG.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/catbot-plugin/skills/electronic-analysis .gemini/skills/electronic-analysis && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "electronic-analysis" agent skill from https://github.com/Hello-QM/catgo-LRG/tree/main/catbot-plugin/skills/electronic-analysis into .gemini/skills/electronic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "electronic-analysis", 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.

GitHub CLI

$ gh skill install Hello-QM/catgo-LRG electronic-analysis

Installs 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).

skills CLI

$ npx skills add Hello-QM/catgo-LRG --skill electronic-analysis -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/Hello-QM/catgo-LRG.git skills-src && mkdir -p .github/skills && cp -r skills-src/catbot-plugin/skills/electronic-analysis .github/skills/electronic-analysis && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "electronic-analysis" agent skill from https://github.com/Hello-QM/catgo-LRG/tree/main/catbot-plugin/skills/electronic-analysis into .github/skills/electronic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "electronic-analysis", 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.

skills CLI

$ npx skills add Hello-QM/catgo-LRG --skill electronic-analysis -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install Hello-QM/catgo-LRG electronic-analysis --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Hello-QM/catgo-LRG.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/catbot-plugin/skills/electronic-analysis .opencode/skills/electronic-analysis && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "electronic-analysis" agent skill from https://github.com/Hello-QM/catgo-LRG/tree/main/catbot-plugin/skills/electronic-analysis into .opencode/skills/electronic-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "electronic-analysis", 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.

Facts

Skill name: electronic-analysis
GitHub stars: 205
Used in: 1 other repo
Token cost: ~760 tokens
SKILL.md length: 253 words
Files: 1
Skills in repo: 75
Repo updated: Sep 22, 2026
First seen: Oct 7, 2026
Licence: AGPL-3.0

At a glance

A skill your agent uses when the user asks to analyze DOS, band structure, COHP bonding, d-band center, or MD trajectory properties (RDF, RMSD, RMSF, hydrogen bonds, clustering, dimensionality…

Works in 3 steps: Get session_id from file upload or… → Define atom groups: {"groups":… → Call catgo_dos_compute with session_id…
The user asks to analyze DOS
SKILL.md covers Density of States (DOS), Band Structure, COHP (Bonding Analysis) and MD Trajectory Analysis, plus 1 more section
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Electronic Analysis is an agent skill from Hello-QM/catgo-LRG. Use when the user asks to analyze DOS, band structure, COHP bonding, d-band center, or MD trajectory properties (RDF, RMSD, RMSF, hydrogen bonds, clustering, dimensionality reduction, dihedral angles, planar density).

Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: AI-driven workbench for computational materials science — interactive 3D structure viewer, natural-language CatBot assistant, visual DAG workflow engine, HPC job submission… The licence is AGPL-3.0.

When your agent uses it

The user asks to analyze DOS
MD trajectory properties (RDF
Dimensionality reduction
Dihedral angles

Example prompts

“/electronic-analysis”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

Get session_id from file upload or catgo_dos_from_dir
Define atom groups: {"groups": [{"atoms": [0,1,2], "channels": "d", "label": "Surface Pt d"}]}
Call catgo_dos_compute with session_id and groups

What it can do on your machine

Read from SKILL.md and the folder at commit fd6291b. 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.
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

Electronic Analysis loads about 760 tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 253 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~59
When it runs · the whole SKILL.md, loaded when a task matches: ~760

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 Hello-QM/catgo-LRG at commit fd6291b, republished under its AGPL-3.0 licence (© Hello-QM). 253 words, ~760 tokens.

Download SKILL.mdSave it as .claude/skills/electronic-analysis/SKILL.md (or your agent's skills folder).

name: electronic-analysis
description: Use when the user asks to analyze DOS, band structure, COHP bonding, d-band center, or MD trajectory properties (RDF, RMSD, RMSF, hydrogen bonds, clustering, dimensionality reduction, dihedral angles, planar density).

Electronic Structure & MD Trajectory Analysis

Density of States (DOS)

Tool	Purpose
`catgo_dos_total`	Total DOS
`catgo_dos_compute`	Projected DOS (PDOS) for atom groups
`catgo_dos_dband`	D-band center, width, filling (catalysis)
`catgo_dos_from_dir`	Load DOS from remote HPC directory

PDOS Workflow

Get session_id from file upload or catgo_dos_from_dir
Define atom groups: {"groups": [{"atoms": [0,1,2], "channels": "d", "label": "Surface Pt d"}]}
Call catgo_dos_compute with session_id and groups

Channel syntax: "d", "s,p", "dxy,dz2"

D-Band Analysis

catgo_dos_dband(session_id, atoms=[surface_indices]) — Returns d-band center, width, filling.

Higher center = stronger adsorbate binding
occupied_only_center=True (default) for occupied d-band center

Band Structure

Tool	Purpose
`catgo_bands_data`	Band energies, k-path, band gap
`catgo_bands_projections`	Projected (fat) bands with orbital weights

Report: direct/indirect gap, gap value, high-symmetry labels.

COHP (Bonding Analysis)

catgo_cohp_data — Crystal Orbital Hamilton Population from LOBSTER output.

bond_indices: 1-based bond numbers
Negative -COHP below Fermi = bonding; positive = antibonding
ICOHP = quantitative bond strength

MD Trajectory Analysis

All MD tools accept trajectory_b64 (base64-encoded file) and format (pdb, xyz, extxyz, lammpstrj).

Structural Analysis

Tool	Purpose	Key Parameters
`catgo_md_rdf`	Radial distribution g(r)	`pairs`, `r_range`, `n_bins`
`catgo_md_rmsd`	RMSD over time (stability)	`ref_frame`, `atom_indices`
`catgo_md_rmsf`	Per-atom fluctuation	`atom_indices`
`catgo_md_dihedrals`	Dihedral angle evolution	`atom_quartets`

Hydrogen Bond Analysis

Tool	Purpose
`catgo_md_hbonds`	Detect H-bonds per frame
`catgo_md_hbond_lifetime`	H-bond lifetime autocorrelation

Methods: baker_hubbard or wernet_nilsson. Default: D-A 3.5 A, D-H-A angle 150 deg.

Conformational Analysis

Tool	Purpose
`catgo_md_clustering`	Cluster frames by structural similarity (kmeans/dbscan)
`catgo_md_dimreduce`	PCA/t-SNE/UMAP embedding
`catgo_md_planar_density`	2D density map (diffusion analysis)

Workflow Recipes

Surface Catalysis DOS

catgo_dos_from_dir(remote_path="...") → 2. catgo_dos_total →
catgo_dos_dband(atoms=[surface]) → 4. catgo_dos_compute(groups=[...])

MD Water/Interface

catgo_md_rdf(pairs=[["O","H"],["O","O"]]) → 2. catgo_md_hbonds →
catgo_md_hbond_lifetime → 4. catgo_md_planar_density(plane="xy")

Files

Just SKILL.md in catbot-plugin/skills/electronic-analysis of Hello-QM/catgo-LRG.

Open the folder on GitHubat commit fd6291b

Used in 1 other repository

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 Hello-QM/catgo-LRG, which our catalogue first saw on October 7, 2026.

majiayu000/claude-skill-registryskills/analysis/electronic-analysis

Compare with similar skills

Electronic Analysis 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.

Electronic Analysis compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
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Electron App Automationvercel-labs/agent-browser	44k	5 repos	~1.7k	Automated safety check: Pass	Apache-2.0	today
Electron Developmentdavila7/claude-code-templates	32k	3 repos	~7k	Automated safety check: Pass	MIT	today
Dos Verify Done Claimssickn33/agentic-awesome-skills	47k	1 repos	~2.1k	Automated safety check: Pass	MIT	today
Use Vishot With Electronmoeru-ai/airi	50k	—	~1.7k	Automated safety check: Pass	MIT	today

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Questions about Electronic Analysis

What does Electronic Analysis do?

A skill your agent uses when the user asks to analyze DOS, band structure, COHP bonding, d-band center, or MD trajectory properties (RDF, RMSD, RMSF, hydrogen bonds, clustering, dimensionality…. Electronic Analysis is an agent skill from Hello-QM/catgo-LRG. Use when the user asks to analyze DOS, band structure, COHP bonding, d-band center, or MD trajectory properties (RDF, RMSD, RMSF, hydrogen bonds, clustering, dimensionality reduction, dihedral angles, planar density).

When should I use Electronic Analysis?

Electronic Analysis fits situations like: the user asks to analyze DOS; MD trajectory properties (RDF; dimensionality reduction; dihedral angles.

How do I install Electronic Analysis in Claude Code?

Run `npx skills add Hello-QM/catgo-LRG --skill electronic-analysis -a claude-code`. Or copy the skill folder (catbot-plugin/skills/electronic-analysis in Hello-QM/catgo-LRG) into .claude/skills/electronic-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Electronic Analysis in Codex?

Run `npx skills add Hello-QM/catgo-LRG --skill electronic-analysis -a codex`. Or copy the skill folder (catbot-plugin/skills/electronic-analysis in Hello-QM/catgo-LRG) into .agents/skills/electronic-analysis in your project. Codex loads it when a task matches its description.

Can I use Electronic Analysis 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 Hello-QM/catgo-LRG --skill electronic-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/electronic-analysis, .gemini/skills/electronic-analysis, .github/skills/electronic-analysis and .opencode/skills/electronic-analysis in your project.

What does Electronic Analysis need to run?

SKILL.md names no scripts, command-line tools or credentials: Electronic Analysis is instructions for the agent only.

Does Electronic Analysis 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 Electronic Analysis 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 Electronic Analysis use?

Electronic Analysis is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Electronic Analysis use?

About 760 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 Electronic Analysis?

Skills that share tags, products or a category with Electronic Analysis: Desktop Electron (OpenHands/OpenHands, 90k stars), Electron App Automation (vercel-labs/agent-browser, 44k stars), Electron Development (davila7/claude-code-templates, 32k stars) and Dos Verify Done Claims (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Electronic Analysis?

Hello-QM (a GitHub user) maintains it in Hello-QM/catgo-LRG, which has 205 GitHub stars. The repository holds 75 skills in this directory. The repository was last updated on September 22, 2026.

Source: Hello-QM/catgo-LRG on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Electronic Analysis

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Electronic Structure & MD Trajectory Analysis

Density of States (DOS)

PDOS Workflow

D-Band Analysis

Band Structure

COHP (Bonding Analysis)

MD Trajectory Analysis

Structural Analysis

Hydrogen Bond Analysis

Conformational Analysis

Workflow Recipes

Surface Catalysis DOS

MD Water/Interface

Files

Used in 1 other repository

Compare with similar skills

Similar skills

More from Hello-QM/catgo-LRG

Questions about Electronic Analysis