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Fixes keystroke lag in Atuin AI that scales with conversation length.
After extended use (many turns, lots of tool calls with output
viewports), pressing a key had noticeable delay before the letter
appeared.
Three layers of optimization:
- **Skip `sync_view_state` for `InputUpdated`** — every keystroke was
cloning all events, tools, and archived data even though no FSM state
changed. Uses `handle.update_tracked()` (eye_declare 0.5) to skip
rebuilds when values haven't actually changed.
- **Pre-compute turns and `has_command` on the driver thread** — the
view function was rebuilding the full turn structure from raw events and
scanning for `suggest_command` tool calls 3× per render frame. Now
computed once per FSM state change and cached in ViewState.
- **Commit-based element tree pruning** — turns that scroll into
terminal scrollback are tracked via `on_commit` and filtered from the
element tree, keeping rendering work proportional to visible content.
Turn views are now direct children of the root VStack (not nested inside
AtuinAi) so `detect_committed` can see them.
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Adds a skills system that lets users define reusable LLM instructions as `SKILL.md` files with YAML frontmatter.
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Overhaul of how AI tool calls are modeled, rendered, and displayed in
the Atuin AI TUI. Fixes bugs in shell command output capture, implements
the `edit_file` tool with full safety infrastructure, and adds a diff
preview for edits.
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This PR introduces session continuation to Atuin AI.
* Conversations with Atuin AI are stored in a local SQLite database
* Upon startup, Atuin AI tries to find a session to resume based on its
directory/workspace and the time since the last event
* If found, Atuin AI will show a note that the session has been resumed,
and an event is added to help the LLM know where the invocation
boundaries are
* If not, Atuin AI will create a new conversation
* The user can create a new conversation with `/new`
* The new setting `ai.session_continue_minutes`, which defaults to `60`,
controls how old the last event in a session can be before it's no
longer considered for automatic resuming.
<img width="1055" height="593" alt="image"
src="https://github.com/user-attachments/assets/3f9ff01a-ef64-44a9-b0e2-3a4252c5746f"
/>
## Architecture
A new `SessionService` trait defines an API contract for a service that
can manage session data. `LocalSessionService` implements this, with
`DaemonSessionService` a possible future extension point.
`SessionManager` owns a `dyn SessionService` and delegates as
appropriate.
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Adds client-side tool execution to Atuin AI, starting with
`atuin_history`. The server can request tool calls, which are executed
locally with a permission system, and results are sent back to continue
the conversation.
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eye-declare v0.2.0 includes two relevant changes:
* "Capture-phase" event handling lets us remove the special-case event
handling in `InputBox` that allowed global keyboard binds to work; the
`AtuinAi` component now handles this directly.
* `Tracked::read()` allows reading fields in tracked state without
triggering the dirty-tracking from the `DerefMut` implementation,
allowing us to send messages on the app event bus without marking the
containing state as dirty.
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This PR replaces the mess of custom rendering code in Atuin AI with
[eye-declare](https://github.com/BinaryMuse/eye-declare), and updates
the TUI to feel more terminal-native: output appears inline and persists
in scrollback, so you can scroll up and look at previous conversations
for reference.
The "review" state — which used to exist between the LLM generating a
response and the user either executing or following up — has been
removed; just start typing to follow up with the LLM, or press `enter`
at the empty input box to execute the suggested command.
<img width="1203" height="633" alt="image"
src="https://github.com/user-attachments/assets/159ee447-9a2a-4edd-b56e-a79bf1aaaa94"
/>
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<!-- Thank you for making a PR! Bug fixes are always welcome, but if
you're adding a new feature or changing an existing one, we'd really
appreciate if you open an issue, post on the forum, or drop in on
Discord -->
## Checks
- [ ] I am happy for maintainers to push small adjustments to this PR,
to speed up the review cycle
- [ ] I have checked that there are no existing pull requests for the
same thing
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<!-- Thank you for making a PR! Bug fixes are always welcome, but if
you're adding a new feature or changing an existing one, we'd really
appreciate if you open an issue, post on the forum, or drop in on
Discord -->
## Checks
- [ ] I am happy for maintainers to push small adjustments to this PR,
to speed up the review cycle
- [ ] I have checked that there are no existing pull requests for the
same thing
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This PR refines the system created in #3178 to be suitable for a v1
release.
---
## Overview
`atuin-ai` is a separate binary that allows for generating commands and
asking questions from the command line.
It is fully opt-in.
## Usage
`atuin ai init` will output bindings for your shell. Currently, bash,
zsh, and fish are supported.
```bash
eval "$(atuin ai init)"
```
Once the hooks are installed, just press `?` on an empty prompt line to
call up the TUI.
`atuin ai` requires an account on [Atuin Hub](https://hub.atuin.sh/);
you will be prompted to log in on first use.
## Features
### Command generation
Prompt the LLM to create a command, and get one back, no fuss. Press
`enter` to run, or `tab` to insert.
```
┌Ask questions or generate a command:──────────────────────────┐
│ │
│ > Get a list of running docker containers │
│ │
├──────────────────────────────────────────────────────────────┤
│ │
│ $ docker ps │
│ │
└────[Enter]: Run [Tab]: Insert [f]: Follow-up [Esc]: Cancel┘
```
### Follow-up
You can follow-up with `f` to specify a refinement prompt to update the
command that will be inserted.
```
┌Ask questions or generate a command:──────────────────────────┐
│ │
│ > Get a list of running docker containers │
│ │
├──────────────────────────────────────────────────────────────┤
│ │
│ $ docker ps │
│ │
├──────────────────────────────────────────────────────────────┤
│ │
│ > Actually I want to get all docker containers │
│ │
├──────────────────────────────────────────────────────────────┤
│ │
│ $ docker ps -a │
│ │
└────[Enter]: Run [Tab]: Insert [f]: Follow-up [Esc]: Cancel┘
```
You can also follow-up with questions to get responses in natural
language.
```
┌Ask questions or generate a command:──────────────────────────┐
│ │
│ > Get a list of running docker containers │
│ │
├──────────────────────────────────────────────────────────────┤
│ │
│ $ docker ps │
│ │
├──────────────────────────────────────────────────────────────┤
│ │
│ > Actually I want to get all docker containers │
│ │
├──────────────────────────────────────────────────────────────┤
│ │
│ $ docker ps -a │
│ │
├──────────────────────────────────────────────────────────────┤
│ │
│ > What other useful flags to `docker ps` should I know? │
│ │
├──────────────────────────────────────────────────────────────┤
│ │
│ Here are some handy `docker ps` flags: │
│ │
│ - `-q` — Only show container IDs (great for piping to │
│ other commands) │
│ - `-s` — Show container sizes │
│ - `-n 5` — Show the last 5 created containers │
│ - `-l` — Show only the latest created container │
│ - `--no-trunc` — Don't truncate output (shows full IDs and │
│ commands) │
│ - `-f` or `--filter` — Filter by condition, e.g.: │
│ - `-f status=exited` — only exited containers │
│ - `-f name=myapp` — filter by name │
│ - `-f ancestor=nginx` — filter by image │
│ - `--format` — Custom output using Go templates, e.g.: │
│ `--format "table {{.Names}}\t{{.Status}}\t{{.Ports}}"` │
│ │
│ A common combo is `docker ps -aq` to get all container │
│ IDs, useful for bulk operations like `docker rm $(docker │
│ ps -aq)`. │
│ │
└────[Enter]: Run [Tab]: Insert [f]: Follow-up [Esc]: Cancel┘
```
You can use `enter` or `tab` at any time to run or insert the last
suggested command, even if it was suggested in a previous turn.
### Conversational and search usage
If you prompt the LLM with a question that doesn't imply you want to
generate a command, it can respond in natural language, and use web
search if necessary to fetch the data it needs.
```
┌Ask questions or generate a command:──────────────────────────┐
│ │
│ > What is the latest version of atuin? │
│ │
├──────────────────────────────────────────────────────────────┤
│ │
│ ✓ Used 2 tools │
│ │
│ The latest version of Atuin is **v18.12.0**, available on │
│ the [GitHub releases │
│ page](https://github.com/atuinsh/atuin/releases). │
│ │
└─────────────────────────────────[f]: Follow-up [Esc]: Cancel┘
```
### Dangerous or low-confidence command detection
The LLM scores its confidence in the command, as well as how dangerous
the command is. This information is shown if a threshold is exceeded,
and requires an extra confirmation step before running automatically
with `enter`.
The Atuin Hub server also monitors suggested commands for dangerous
patterns the LLM didn't catch, and appends its own assessment at the end
of the LLM's own assessment.
```
┌Ask questions or generate a command:──────────────────────────┐
│ │
│ > Delete all files from $HOME │
│ │
├──────────────────────────────────────────────────────────────┤
│ │
│ $ rm -rf $HOME/* │
│ │
│ ! ⚠️ This will PERMANENTLY delete ALL files and directories │
│ in your home directory, including documents, downloads, │
│ configurations, SSH keys, and everything else. This is │
│ irreversible and will likely break your system. Also note │
│ this won't delete hidden (dot) files — if you want those │
│ too, that's even more destructive.; [Server] Recursive │
│ delete of critical directory │
│ │
└────[Enter]: Run [Tab]: Insert [f]: Follow-up [Esc]: Cancel┘
```
---------
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
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<!-- Thank you for making a PR! Bug fixes are always welcome, but if
you're adding a new feature or changing an existing one, we'd really
appreciate if you open an issue, post on the forum, or drop in on
Discord -->
## Checks
- [ ] I am happy for maintainers to push small adjustments to this PR,
to speed up the review cycle
- [ ] I have checked that there are no existing pull requests for the
same thing
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<!-- Thank you for making a PR! Bug fixes are always welcome, but if
you're adding a new feature or changing an existing one, we'd really
appreciate if you open an issue, post on the forum, or drop in on
Discord -->
## Checks
- [ ] I am happy for maintainers to push small adjustments to this PR,
to speed up the review cycle
- [ ] I have checked that there are no existing pull requests for the
same thing
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