Turtle. A hard-fork of atuin, focusing on a more minimal feature set http://git.foss-syndicate.org/bpeetz/forks/atuin/atom/docs/pyproject.toml?h=main 2026-06-10T20:34:34Z 2026-06-10T20:34:34Z Benedikt Peetz benedikt.peetz@b-peetz.de 2026-06-10T20:34:34Z urn:sha1:edc27740c0fec4e8daaabbabe0479c1efc191316 2026-05-08T17:16:43Z Michelle Tilley michelle@michelletilley.net 2026-05-08T17:16:43Z urn:sha1:11eea2d1796f38ad1925a44ae3695de67d918879 2026-02-24T19:48:20Z Michelle Tilley michelle@michelletilley.net 2026-02-24T19:48:20Z urn:sha1:6ea760bb6b36da241961e8ecd60cb2c5e15c0a78 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> 2025-12-12T22:47:24Z Michelle Tilley michelle@michelletilley.net 2025-12-12T22:47:24Z urn:sha1:2ba93a8c18ca008efb0b03e3cfa826e081a00514