Ionworks Agent

このプロジェクトにあるセル仕様と測定を教えて。
GITT 測定があるのはどのセル?

パラメーター化モデルの 1 つで 1C 放電を実行して、電圧と時間のグラフを見せて。
NMC/Graphite パラメーター化モデルで C レートを 0.5C から 3C までスイープして、放電曲線を重ねて表示して。

セルの 1 つに ECM をフィットして、測定データに対する電圧のオーバーレイを表示して。
セル「NMC-A」の rate-capability データに単粒子モデルをフィットして、SoC 依存パラメーターを報告して。

このスタディを要約して。
この測定がカバーする SoC 範囲は?
フィット済みのパラメーター化モデルを開いて。

Install the Ionworks Agentic Toolkit for yourself, then use it.

1. Check that IONWORKS_API_KEY is set in my shell. If it is missing, stop and
   tell me to create one at https://app.ionworks.com/dashboard/account — do not
   try to mint one yourself.

2. Install the SDK, which ships the installer for the toolkit:

   ```bash
   uv add ionworks-api   # or: pip install ionworks-api
   ```

3. Install the skills for yourself. This defaults to the current project; add
   -g to install for all projects, and -a to name agents explicitly if it does
   not detect you:

   ```bash
   ionworks skills install
   ```

4. Run `ionworks skills list` to confirm what landed, then invoke the `install`
   skill for the SDK's self-check.

5. Report what you did and anything left for me to do by hand.

Update the Ionworks Agentic Toolkit you already have installed.

1. Record the version you have now: `ionworks skills list`.

2. Upgrade the SDK, since the skills track the current API:

   ```bash
   uv add --upgrade ionworks-api   # or: pip install --upgrade ionworks-api
   ```

3. Update the skills. Use the same scope you installed with — add -g if they
   live in the user-level directory rather than this project:

   ```bash
   ionworks skills update
   ```

   This removes the skills from the previous install before copying the new
   set, so anything retired upstream does not linger. Do not hand-copy over the
   old files instead; that merges and leaves orphans behind.

4. Run `ionworks skills list` again and report the version you had, the version
   you now have, and anything that changed which affects how I should use these
   skills.