Agent skill

Workflow

AGPL-3.0Auto-check passed

Install Workflow

skills CLI

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

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

GitHub CLI

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

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 workflow -a codex

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

GitHub CLI

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

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

GitHub CLI

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

--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 workflow -a gemini-cli

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

GitHub CLI

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

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 workflow -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/workflow .github/skills/workflow && 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 "workflow" agent skill from https://github.com/Hello-QM/catgo-LRG/tree/main/catbot-plugin/skills/workflow into .github/skills/workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow", 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 workflow -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 workflow --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/workflow .opencode/skills/workflow && 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 "workflow" agent skill from https://github.com/Hello-QM/catgo-LRG/tree/main/catbot-plugin/skills/workflow into .opencode/skills/workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workflow", 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: workflow
GitHub stars: 205
Token cost: ~802 tokens
SKILL.md length: 302 words
Files: 1
Skills in repo: 75
Repo updated: Sep 22, 2026
First seen: Oct 7, 2026
Licence: AGPL-3.0

At a glance

Works in 5 steps: Discover → Create → Add Nodes → …
The user asks to create
SKILL.md covers Current Reality, Quick Reference, Safe Build Sequence and Do Not Do These, plus 1 more section
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Workflow is an agent skill from Hello-QM/catgo-LRG. Use when the user asks to create, build, inspect, validate, or run computational workflows, DAG pipelines, relaxation→static chains, NEB/IRC workflows, or HPC job submission flows.

Its SKILL.md is about 800 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 create
Run computational workflows
Relaxation→static chains
NEB/IRC workflows

Example prompts

“/workflow”

Workflow steps

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

Discover
Create
Add Nodes
Set Parameters
Connect Carefully

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 (its code samples are json).
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

Workflow loads about 802 tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 302 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~47
When it runs · the whole SKILL.md, loaded when a task matches: ~802

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). 302 words, ~802 tokens.

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

name: workflow
description: Use when the user asks to create, build, inspect, validate, or run computational workflows, DAG pipelines, relaxation→static chains, NEB/IRC workflows, or HPC job submission flows.

CatGO Workflow Skill

All MCP workflow operations use the single catgo_workflow tool with an action parameter.

Current Reality

Do not assume old workflow docs are still correct.

Important current behavior:

create creates a workflow that already contains one structure_input node.
run starts execution immediately. It does not open a confirmation dialog.
connect defaults both handles to structure if omitted.
node_types is only a discovery list. It does not give full node schema.

Quick Reference

Action	Purpose	Required Params
`list`	List all workflows	—
`templates`	List available templates	—
`node_types`	List node types by category	`category?`
`create`	Create workflow	`name`, `template_id?`
`get`	Read workflow graph	`workflow_id`
`add_node`	Add node	`workflow_id`, `node_type`, `params?`
`remove_node`	Remove node	`workflow_id`, `node_id`
`connect`	Connect nodes	`workflow_id`, `from_id`, `to_id`, `from_handle?`, `to_handle?`
`set_params`	Update params	`workflow_id`, `node_id`, `params`
`validate`	Validate graph	`workflow_id`
`run`	Start execution immediately	`workflow_id`, `run_config?`
`pause`	Pause workflow	`workflow_id`
`resume`	Resume workflow	`workflow_id`, `run_config?`
`status`	Get run status	`workflow_id`
`step_error`	Get failure detail	`workflow_id`, `step_id`

Safe Build Sequence

1. Discover

Call node_types first for coarse discovery.
Call templates if the user wants a preset.

2. Create

json

{"action": "create", "name": "TiO2 slab workflow"}

Immediately after create:

Call get
Check the graph
Reuse the auto-created structure_input unless the workflow truly needs multiple independent inputs

3. Add Nodes

json

{"action": "add_node", "workflow_id": "...", "node_type": "geo_opt"}
{"action": "add_node", "workflow_id": "...", "node_type": "single_point"}

4. Set Parameters

json

{"action": "set_params", "workflow_id": "...", "node_id": "...", "params": {"software": "vasp", "ENCUT": 520}}

5. Connect Carefully

Only omit handles when both sides are obviously single-structure nodes.

Safer form:

json

{
  "action": "connect",
  "workflow_id": "...",
  "from_id": "n1",
  "to_id": "n2",
  "from_handle": "structure",
  "to_handle": "structure"
}

Do Not Do These

Do not assume create returns an empty graph.
Do not blindly add another structure_input after create.
Do not assume connect can guess the right handle for multi-port nodes.
Do not treat validate warnings as harmless.
Do not call run before the user has provided a valid run configuration when HPC settings matter.

Minimal Reliable Pattern

node_types
create
get
add_node
set_params
connect with explicit handles when needed
validate
get
run

Files

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

Open the folder on GitHubat commit fd6291b

Compare with similar skills

Workflow 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.

Workflow compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Workflow this skillHello-QM/catgo-LRG	205	—	~802	Automated safety check: Pass	AGPL-3.0	15 days ago
Inspectagentevals-dev/agentevals	162	—	~534	Automated safety check: Pass	Apache-2.0	today
InspectArman-Kudaibergenov/1c-ai-development-kit	166	—	~3.4k	Automated safety check: Notes	AGPL-3.0	4 mo ago
Inspectbluzir/claude-code-design	106	—	~1.1k	Automated safety check: Pass	None	5 mo ago
Node Inspect Debuggeropenclaw/openclaw	392k	1 repos	~894	Automated safety check: Pass	MIT	today
Blender Motion State Inspectionaffaan-m/ECC	275k	1 repos	~2k	Automated safety check: Pass	MIT	3 days ago

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Questions about Workflow

What does Workflow do?

A skill your agent uses when the user asks to create, build, inspect, validate, or run computational workflows, DAG pipelines, relaxation→static chains, NEB/IRC workflows, or HPC job submission flows. Workflow is an agent skill from Hello-QM/catgo-LRG. Use when the user asks to create, build, inspect, validate, or run computational workflows, DAG pipelines, relaxation→static chains, NEB/IRC workflows, or HPC job submission flows.

When should I use Workflow?

Workflow fits situations like: the user asks to create; run computational workflows; relaxation→static chains; NEB/IRC workflows.

How do I install Workflow in Claude Code?

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

How do I install Workflow in Codex?

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

Can I use Workflow 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 workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/workflow, .gemini/skills/workflow, .github/skills/workflow and .opencode/skills/workflow in your project.

What does Workflow need to run?

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

Does Workflow 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 Workflow 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 Workflow use?

Workflow 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 Workflow use?

About 802 tokens (SKILL.md is roughly 3.2k 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 Workflow?

Skills that share tags, products or a category with Workflow: Inspect (agentevals-dev/agentevals, 162 stars), Inspect (Arman-Kudaibergenov/1c-ai-development-kit, 166 stars), Inspect (bluzir/claude-code-design, 106 stars) and Node Inspect Debugger (openclaw/openclaw, 392k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Workflow?

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 Workflow

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

CatGO Workflow Skill

Current Reality

Quick Reference

Safe Build Sequence

1. Discover

2. Create

3. Add Nodes

4. Set Parameters

5. Connect Carefully

Do Not Do These

Minimal Reliable Pattern

Files

Compare with similar skills

Similar skills

More from Hello-QM/catgo-LRG

Questions about Workflow