diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..da57430
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,20 @@
+name: CI
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+
+permissions:
+  contents: read
+
+jobs:
+  test:
+    name: Build and test
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - name: Test
+        run: cargo test
+      - name: Release build
+        run: cargo build --release
diff --git a/docs/packages.md b/docs/packages.md
index a85ea87..dc4dcda 100644
--- a/docs/packages.md
+++ b/docs/packages.md
@@ -135,10 +135,17 @@ stage in a pipeline yet.
 | `prompt.set_template(template)` | Set and persist the prompt template |
 | `prompt.color(name, code)` | Alias for `colors.set` |
 | `prompt.add_piece(name, template)` | Register `{{name}}` for prompt templates |
-| `completion.add(command, { … })` | Argument candidates for Tab completion |
+| `completion.add(command, { … })` | Argument candidates for Tab completion and inline preview |
 | `env.get/set/unset` | Session environment |
 | `hooks.register(name, fn)` | Register a hook (see below) |
 
+Registered candidates are also previewed inline in the dim suggestion color
+while you type the argument: the rest of the first matching candidate is shown
+and can be accepted with `→`, `End`, or `Ctrl-F`. Tab completion still lists
+every match.
+Only the in-memory candidate list is consulted, so typing never triggers
+package code or filesystem work.
+
 Prompt placeholders are shared with the shell: `{username} {hostname} {pwd}
 {short_pwd} {time} {date} {battery} {git}`, plus `<color>…</color>` tags. Pieces
 are expanded once as `{{name}}`.
diff --git a/src/main.rs b/src/main.rs
index 52bd964..b8ea8e3 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -170,12 +170,33 @@ impl rustyline::hint::Hinter for AeroHelper {
     type Hint = String;
 
     fn hint(&self, line: &str, pos: usize, ctx: &rustyline::Context<'_>) -> Option<String> {
-        let hint = history_suggestion(line, pos, ctx.history(), ctx.history_index());
+        // A package completion is context-specific, so it wins over a history
+        // suggestion when both apply. Only registered, in-memory candidates
+        // are considered here; filesystem completion stays on Tab.
+        let hint = package_completion_hint(line, pos)
+            .or_else(|| history_suggestion(line, pos, ctx.history(), ctx.history_index()));
         self.hint_state.set(hint.is_some());
         hint
     }
 }
 
+// Preview the rest of a package-provided argument candidate while the word is
+// being typed. Package completions are a plain in-memory lookup, so this is
+// safe to run on every keystroke; path candidates are not (they read the
+// filesystem) and are left to Tab completion.
+fn package_completion_hint(line: &str, pos: usize) -> Option<String> {
+    if line.is_empty() || pos < line.len() || line.contains('\n') {
+        return None;
+    }
+    let start = line[..pos].rfind(char::is_whitespace).map_or(0, |i| i + 1);
+    let word = &line[start..pos];
+    if word.is_empty() {
+        return None;
+    }
+    let head = line[..start].split_whitespace().next()?;
+    packages::lua_api::completion_preview(head, word)
+}
+
 fn history_suggestion(
     line: &str,
     pos: usize,
@@ -2328,6 +2349,60 @@ mod tests {
         );
     }
 
+    fn set_completions(command: &str, candidates: &[&str]) {
+        packages::lua_api::COMPLETIONS.lock().unwrap().insert(
+            command.to_string(),
+            candidates.iter().map(|s| s.to_string()).collect(),
+        );
+    }
+
+    fn clear_completions(command: &str) {
+        packages::lua_api::COMPLETIONS
+            .lock()
+            .unwrap()
+            .remove(command);
+    }
+
+    #[test]
+    fn package_completion_hint_previews_the_first_matching_candidate() {
+        let command = "preview-demo";
+        set_completions(command, &["beta", "alpine", "alpha"]);
+
+        let hint = |line: &str| package_completion_hint(line, line.len());
+        assert_eq!(hint("preview-demo al"), Some("pha".into()));
+        assert_eq!(hint("preview-demo a"), Some("lpha".into()));
+        assert_eq!(hint("preview-demo alpha"), None);
+        assert_eq!(hint("preview-demo zz"), None);
+        assert_eq!(hint("preview-demo "), None);
+        assert_eq!(package_completion_hint("preview-demo al", 14), None);
+        assert_eq!(hint("preview-demo"), None);
+
+        clear_completions(command);
+    }
+
+    #[test]
+    fn package_completion_hint_wins_over_history_but_falls_back_to_it() {
+        let command = "preview-priority";
+        set_completions(command, &["staging"]);
+
+        let line = "preview-priority st";
+        assert_eq!(
+            hint_for(line, line.len(), &["preview-priority status"]),
+            Some("aging".into())
+        );
+
+        let line = "preview-priority x";
+        assert_eq!(
+            hint_for(line, line.len(), &["preview-priority xyz"]),
+            Some("yz".into())
+        );
+
+        let line = "preview-priority st";
+        assert_eq!(hint_for(line, line.len(), &[]), Some("aging".into()));
+
+        clear_completions(command);
+    }
+
     #[test]
     fn moving_off_the_end_marks_the_hint_hidden() {
         let helper = AeroHelper {
diff --git a/src/packages/lua_api.rs b/src/packages/lua_api.rs
index 9922522..dcdd5b1 100644
--- a/src/packages/lua_api.rs
+++ b/src/packages/lua_api.rs
@@ -277,6 +277,30 @@ pub fn completions_for(command: &str) -> Vec<String> {
         .unwrap_or_default()
 }
 
+/// The rest of the first matching candidate that extends `prefix`, if one
+/// exists. Candidates are ordered the way Tab lists them.
+///
+/// This only reads the in-memory completion table; it never runs package code
+/// or touches the filesystem, so the line editor can call it on every
+/// keystroke. Path and command-name completions are deliberately excluded
+/// because those are not cheap to compute.
+pub fn completion_preview(command: &str, prefix: &str) -> Option<String> {
+    if prefix.is_empty() {
+        return None;
+    }
+    let completions = COMPLETIONS.lock().ok()?;
+    let candidates = completions.get(command)?;
+    let candidate = candidates
+        .iter()
+        .filter(|candidate| candidate.len() > prefix.len() && candidate.starts_with(prefix))
+        .min()?;
+    let suffix = &candidate[prefix.len()..];
+    if suffix.contains('\n') || suffix.contains('\r') {
+        return None;
+    }
+    Some(suffix.to_string())
+}
+
 pub fn all_completions() -> Vec<(String, Vec<String>)> {
     let completions = COMPLETIONS.lock().expect("completion lock poisoned");
     let mut entries: Vec<(String, Vec<String>)> = completions
@@ -633,6 +657,10 @@ fn hook_register(lua: &Lua, (name, function): (String, LuaFunction)) -> LuaResul
 mod tests {
     use super::*;
 
+    // Tests that inspect the shared completion table reset it, so they must
+    // not run in parallel with each other.
+    static COMPLETION_TESTS: Mutex<()> = Mutex::new(());
+
     fn temp_dir(label: &str) -> PathBuf {
         let dir = std::env::temp_dir().join(format!("ash-lua-test-{label}-{}", std::process::id()));
         let _ = std::fs::remove_dir_all(&dir);
@@ -680,6 +708,7 @@ end
 
     #[test]
     fn completion_definitions_populate_candidates() {
+        let _guard = COMPLETION_TESTS.lock().unwrap();
         reset_runtime().unwrap();
         reset_completions();
         let dir = temp_dir("completion");
@@ -691,6 +720,43 @@ end
         assert!(completions_for("other").is_empty());
     }
 
+    #[test]
+    fn completion_preview_extends_the_first_matching_candidate() {
+        let _guard = COMPLETION_TESTS.lock().unwrap();
+        let command = "preview-test-command";
+        COMPLETIONS.lock().unwrap().insert(
+            command.to_string(),
+            vec![
+                "beta".to_string(),
+                "alpine".to_string(),
+                "alpha".to_string(),
+            ],
+        );
+
+        assert_eq!(completion_preview(command, "al"), Some("pha".to_string()));
+        assert_eq!(completion_preview(command, "alp"), Some("ha".to_string()));
+        assert_eq!(completion_preview(command, "alpha"), None);
+        assert_eq!(completion_preview(command, "zzz"), None);
+        assert_eq!(completion_preview(command, ""), None);
+        assert_eq!(completion_preview("other-command", "al"), None);
+
+        COMPLETIONS.lock().unwrap().remove(command);
+    }
+
+    #[test]
+    fn completion_preview_skips_candidates_that_would_break_the_line() {
+        let _guard = COMPLETION_TESTS.lock().unwrap();
+        let command = "preview-multiline-command";
+        COMPLETIONS
+            .lock()
+            .unwrap()
+            .insert(command.to_string(), vec!["alpha\nbeta".to_string()]);
+
+        assert_eq!(completion_preview(command, "al"), None);
+
+        COMPLETIONS.lock().unwrap().remove(command);
+    }
+
     #[test]
     fn invalid_hook_names_are_rejected() {
         reset_runtime().unwrap();