01 Usage logo

01 Usage

Organization
ai-driven-dev
01-usage

Answer what a period or one piece of work consumed in tokens, per day, model, agent, tool, task, ticket, session, repository or person, from the local measurement. Use when the user asks how many tokens were spent, where the effort went, or what a task or ticket consumed. Not for turning measurement on or off.

Overview

Publisherai-driven-dev
Repositoryframework
Skill name01-usage
Stars
540
Forks
60
Bundled files
3
LicenseMIT
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.

  • 3 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by ai-driven-dev on GitHub. Read the source before you install it.

Installation

Install the 01 Usage 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/ai-driven-dev/framework/tree/main/plugins/aidd-telemetry/skills/01-usage
  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/ai-driven-dev/framework.git /tmp/framework
mkdir -p .claude/skills
cp -r /tmp/framework/plugins/aidd-telemetry/skills/01-usage .claude/skills/01-usage
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable 01 Usage 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 01 Usage 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 01 Usage 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.

Usage

Actions

Run the flow above. Read only the next action file.

ActionDoes
framemap the question to a period, one axis and the filters it fixes, and name the command
answerrun it, read the JSON, and state the figures with what is unknown

Transversal rules

  • Probe first. Run aidd telemetry --help before any action. When aidd is not found, or the command exits non-zero, stop and say plainly that aidd is missing or too old to report, name @ai-driven-dev/cli as what to install or update, and state that no figure is available. Never answer from memory, from the session, or from anything but the report.
  • Every figure comes from aidd telemetry report --json. Never add, subtract, average, convert or estimate a number, and never turn tokens into money: the report holds counts only.
  • Keep input, output, cache read and cache write apart. A total is the report's own total, not a sum made here.
  • An unknown is unknown, never zero. Say so whenever the report shows one.
  • Read only. Nothing here declares a task, turns measurement on, or changes any file.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the 01 Usage AI skill do?

Answer what a period or one piece of work consumed in tokens, per day, model, agent, tool, task, ticket, session, repository or person, from the local measurement. Use when the user asks how many tokens were spent, where the effort went, or what a task or ticket consumed. Not for turning measurement on or off.

Why use 01 Usage on TypingMind?

Because you install it once and use it with any model. 01 Usage 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 01 Usage in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/ai-driven-dev/framework/tree/main/plugins/aidd-telemetry/skills/01-usage. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use 01 Usage?

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 01 Usage?

As many as you like. As long as a model supports skills, you can use 01 Usage with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the 01 Usage AI skill free?

Yes. It is published on GitHub by ai-driven-dev under the MIT 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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