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REPLACE WITH WORKFLOW NAME

Organization
NVIDIA-TAO
REPLACE-WITH-WORKFLOW-NAME

Top-level workflow orchestrator for <use case>. Runs an end-to-end pipeline of <N> stages: <stage 1> → <stage 2> → … → <stage N>. Use when the user asks to "REPLACE-WITH-INTENT-1", "REPLACE-WITH-INTENT-2", or mentions REPLACE-WITH-DOMAIN-TERMS. Include literal trigger phrases.

Overview

PublisherNVIDIA-TAO
Repositorytao-skill-bank
Skill nameREPLACE-WITH-WORKFLOW-NAME
Stars
98
Forks
28
Bundled files
Instructions only
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by NVIDIA-TAO on GitHub. Read the source before you install it.

Installation

Install the REPLACE WITH WORKFLOW NAME AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/NVIDIA-TAO/tao-skill-bank/tree/main/templates/skill-skeleton/workflow
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/NVIDIA-TAO/tao-skill-bank.git /tmp/tao-skill-bank
mkdir -p .claude/skills
cp -r /tmp/tao-skill-bank/templates/skill-skeleton/workflow .claude/skills/REPLACE-WITH-WORKFLOW-NAME
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable REPLACE WITH WORKFLOW NAME in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads REPLACE WITH WORKFLOW NAME on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so REPLACE WITH WORKFLOW NAME is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Skill Name

Standalone install? If this session was not initialized by the TAO skill bank plugin, run the tao-setup skill first (host preflight, credentials, cross-skill discovery).

High-level description of what this workflow accomplishes end-to-end.

External dependencies

DependencyPurposeInstall
dockerRun sub-skill containershttps://docs.docker.com/engine/install/

Plus everything the sub-skills require — see "Related skills" below.

Related skills

This workflow invokes:

  • tao-skill-bank:<skill-1> —
  • tao-skill-bank:<skill-2> —
  • tao-skill-bank:<platform> — platform execution

Quick start

Default run

> Run the <workflow-name> workflow on <user-data-description>.

The orchestrator collects inputs, validates them, then dispatches the stages below.

With custom KPI / parameters

> Run the <workflow-name> workflow with KPI <metric < target>, max_iterations=3.

Resume after crash

> Resume the in-progress <workflow-name> run at <storage_root>.

State persists in <storage_root>/<state_file>.json — orchestrator reads on startup.

Inputs

InputRequiredDescription
<input-1>Yes...
<input-2>No...

Stages

Stage 1:

  • Skill: tao-skill-bank:<skill>
  • Input:
  • Output:
  • Condition: when this stage runs (always / conditional)

Stage 2:

(similar structure)

Storage layout

<storage_root>/
├── stage_1_output/
└── stage_2_output/

Iteration control (if applicable)

  • Termination condition: KPI / metric / turn count.
  • State management: how iteration N's output flows into iteration N+1.
  • Checkpointing: how to resume after a crash.

Instructions

When the user asks to run this workflow, follow these steps in order:

Step 1 — Gather inputs

Confirm with the user:

  1. <input-1>: Path / value.
  2. <input-2>: Path / value (optional, default <value>).

Verify inputs exist:

bash
ls <path>

Step 2 — Run the pipeline

Dispatch each stage in order. Read each sub-skill's SKILL.md for its specific invocation.

Step 3 — Report results

After completion, report metrics + output path to the user.

Known pitfalls

StageSymptomCauseFix
.........

Frequently asked questions

What does the REPLACE WITH WORKFLOW NAME AI skill do?

Top-level workflow orchestrator for <use case>. Runs an end-to-end pipeline of <N> stages: <stage 1> → <stage 2> → … → <stage N>. Use when the user asks to "REPLACE-WITH-INTENT-1", "REPLACE-WITH-INTENT-2", or mentions REPLACE-WITH-DOMAIN-TERMS. Include literal trigger phrases.

Why use REPLACE WITH WORKFLOW NAME on TypingMind?

Because you install it once and use it with any model. REPLACE WITH WORKFLOW NAME is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install REPLACE WITH WORKFLOW NAME in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/NVIDIA-TAO/tao-skill-bank/tree/main/templates/skill-skeleton/workflow. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use REPLACE WITH WORKFLOW NAME?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with REPLACE WITH WORKFLOW NAME?

As many as you like. As long as a model supports skills, you can use REPLACE WITH WORKFLOW NAME with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the REPLACE WITH WORKFLOW NAME AI skill free?

Yes. It is published on GitHub by NVIDIA-TAO under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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