diff --git a/Cargo.lock b/Cargo.lock
index a4891768..b723b03b 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -345,6 +345,17 @@ dependencies = [
  "tempfile",
 ]
 
+[[package]]
+name = "glacier-grabber"
+version = "0.1.0"
+dependencies = [
+ "glacier",
+ "once_cell",
+ "regex",
+ "reqwest",
+ "serde",
+]
+
 [[package]]
 name = "h2"
 version = "0.3.15"
diff --git a/Cargo.toml b/Cargo.toml
index 198af5ab..565c2e3f 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -15,6 +15,7 @@ tempfile = "3.1.0"
 [workspace]
 members = [
     "autofix",
+    "grabber",
     "labeler"
 ]
 
diff --git a/grabber/Cargo.toml b/grabber/Cargo.toml
new file mode 100644
index 00000000..4e836322
--- /dev/null
+++ b/grabber/Cargo.toml
@@ -0,0 +1,14 @@
+[package]
+name = "glacier-grabber"
+version = "0.1.0"
+authors = ["Langston Barrett <langston.barrett@gmail.com>"]
+edition = "2021"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]
+glacier = "0.1.0"
+once_cell = { workspace = true }
+regex = "1"
+reqwest = { workspace = true }
+serde = { workspace = true }
diff --git a/grabber/src/github.rs b/grabber/src/github.rs
new file mode 100644
index 00000000..7d136a60
--- /dev/null
+++ b/grabber/src/github.rs
@@ -0,0 +1,64 @@
+use once_cell::sync::Lazy;
+use reqwest::blocking::Client;
+use serde::{Deserialize, Serialize};
+use std::env::{var, VarError};
+
+static CLIENT: Lazy<Client> = Lazy::new(|| {
+    Client::builder()
+        .user_agent("rust-lang/glacier")
+        .build()
+        .unwrap()
+});
+
+pub(crate) struct Config {
+    token: String,
+}
+
+impl Config {
+    pub(crate) fn from_env(on_glacier: bool) -> Result<Self, VarError> {
+        Ok(Self {
+            token: if on_glacier {
+                var("GITHUB_TOKEN")?
+            } else {
+                var("GRAB_TOKEN")?
+            },
+        })
+    }
+}
+
+pub(crate) fn get_labeled_issues(
+    config: &Config,
+    repo: &str,
+    label_name: String,
+) -> Result<Vec<Issue>, reqwest::Error> {
+    let url = format!("https://api.github.com/repos/{repo}/issues?labels={label_name}&state=open");
+
+    let issues: Vec<Issue> = CLIENT
+        .get(url)
+        .bearer_auth(&config.token)
+        .send()?
+        .error_for_status()?
+        .json()?;
+
+    // TODO: Pagination, see labeler
+
+    Ok(issues)
+}
+
+#[derive(Serialize, Debug)]
+pub(crate) struct Labels {
+    pub(crate) labels: Vec<String>,
+}
+
+#[derive(Deserialize, Debug)]
+pub(crate) struct Issue {
+    pub(crate) number: usize,
+    pub(crate) body: String,
+}
+
+#[derive(Deserialize, Debug, PartialEq, Eq)]
+#[serde(rename_all = "lowercase")]
+pub(crate) enum IssueState {
+    Open,
+    Closed,
+}
diff --git a/grabber/src/main.rs b/grabber/src/main.rs
new file mode 100644
index 00000000..14c5162a
--- /dev/null
+++ b/grabber/src/main.rs
@@ -0,0 +1,73 @@
+use glacier::rayon::iter::ParallelIterator;
+
+mod github;
+
+fn main() {
+    let config = github::Config::from_env(false).unwrap();
+
+    let mut tested_issue_list = glacier::discover("./ices")
+        .unwrap()
+        .into_iter()
+        .map(|ice| ice.id())
+        .collect::<Vec<_>>();
+    tested_issue_list.sort_unstable();
+    tested_issue_list.dedup();
+
+    let mut untesteds =
+        crate::github::get_labeled_issues(&config, "rust-lang/rust", "I-ICE".to_string()).unwrap();
+    untesteds.retain(|i| !tested_issue_list.contains(&i.number));
+    for untested in untesteds {
+        let mut reproduction = Vec::new();
+        let mut in_code_section = false;
+        let mut in_code = false;
+        let mut has_main = false;
+        for line in untested.body.lines() {
+            if in_code {
+                if line.starts_with("```") {
+                    in_code = false;
+                    continue;
+                }
+                if line.starts_with("fn main") {
+                    has_main = true;
+                }
+                reproduction.push(line);
+            }
+            if line.starts_with("### Code") {
+                in_code_section = true;
+            } else if line.starts_with('#') && in_code_section {
+                in_code_section = false;
+            }
+            if line.starts_with("```") && in_code_section {
+                in_code = true;
+            }
+        }
+        if reproduction.is_empty() {
+            continue;
+        }
+        if !has_main {
+            reproduction.push("");
+            reproduction.push("fn main() {}");
+        }
+        std::fs::write(
+            format!("./ices/{}.rs", untested.number),
+            reproduction.join("\n"),
+        )
+        .unwrap();
+    }
+
+    let failed = glacier::test_all()
+        .unwrap()
+        .filter(|res| {
+            if let Ok(test) = res {
+                test.outcome() != glacier::Outcome::ICEd
+            } else {
+                true
+            }
+        })
+        .collect::<Result<Vec<glacier::TestResult>, _>>()
+        .unwrap();
+
+    for result in &failed {
+        std::fs::remove_file(result.path()).unwrap();
+    }
+}