feat: add calendar export endpoints for ICS and Google Calendar

Subjects now have individually calculated scrape intervals based on their
historical change ratio, consecutive zero-change runs, failure counts, and
the current time of day. This reduces unnecessary scrapes during inactive
periods while maintaining responsiveness during peak hours. Includes four
new admin endpoints for monitoring scraper health and scheduling decisions.

Cargo.lock

@@ -280,6 +280,7 @@ dependencies = [
  "axum-extra",
  "bitflags 2.9.4",
  "chrono",
+ "chrono-tz",
  "clap",
  "compile-time",
  "cookie",
@@ -484,6 +485,16 @@ dependencies = [
  "windows-link 0.2.0",
 ]
 
+[[package]]
+name = "chrono-tz"
+version = "0.10.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a6139a8597ed92cf816dfb33f5dd6cf0bb93a6adc938f11039f371bc5bcd26c3"
+dependencies = [
+ "chrono",
+ "phf",
+]
+
 [[package]]
 name = "clap"
 version = "4.5.47"
@@ -2127,6 +2138,24 @@ version = "2.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9b4f627cb1b25917193a259e49bdad08f671f8d9708acfd5fe0a8c1455d87220"
 
+[[package]]
+name = "phf"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "913273894cec178f401a31ec4b656318d95473527be05c0752cc41cdc32be8b7"
+dependencies = [
+ "phf_shared",
+]
+
+[[package]]
+name = "phf_shared"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "06005508882fb681fd97892ecff4b7fd0fee13ef1aa569f8695dae7ab9099981"
+dependencies = [
+ "siphasher",
+]
+
 [[package]]
 name = "pin-project-lite"
 version = "0.2.16"
@@ -2983,6 +3012,12 @@ dependencies = [
  "rand_core 0.6.4",
 ]
 
+[[package]]
+name = "siphasher"
+version = "1.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b2aa850e253778c88a04c3d7323b043aeda9d3e30d5971937c1855769763678e"
+
 [[package]]
 name = "skeptic"
 version = "0.13.7"

Cargo.toml

@@ -59,6 +59,7 @@ ts-rs = { version = "11.1.0", features = ["chrono-impl", "serde-compat", "serde-
 html-escape = "0.2.13"
 axum-extra = { version = "0.12.5", features = ["query"] }
 urlencoding = "2.1.3"
+chrono-tz = "0.10.4"
 
 [dev-dependencies]
 

src/calendar.rs

@@ -0,0 +1,462 @@
+//! Shared calendar generation logic for ICS files and Google Calendar URLs.
+//!
+//! Used by both the Discord bot commands and the web API endpoints.
+
+use crate::data::models::DbMeetingTime;
+use chrono::{Datelike, Duration, NaiveDate, NaiveTime, Weekday};
+
+/// Course metadata needed for calendar generation (shared interface between bot and web).
+pub struct CalendarCourse {
+    pub crn: String,
+    pub subject: String,
+    pub course_number: String,
+    pub title: String,
+    pub sequence_number: Option<String>,
+    pub primary_instructor: Option<String>,
+}
+
+impl CalendarCourse {
+    /// Display title like "CS 1083 - Introduction to Computer Science"
+    pub fn display_title(&self) -> String {
+        format!("{} {} - {}", self.subject, self.course_number, self.title)
+    }
+
+    /// Filename-safe identifier: "CS_1083_001"
+    pub fn filename_stem(&self) -> String {
+        format!(
+            "{}_{}{}",
+            self.subject.replace(' ', "_"),
+            self.course_number,
+            self.sequence_number
+                .as_deref()
+                .map(|s| format!("_{s}"))
+                .unwrap_or_default()
+        )
+    }
+}
+
+// ---------------------------------------------------------------------------
+// Date parsing helpers
+// ---------------------------------------------------------------------------
+
+/// Parse a date string in either MM/DD/YYYY or YYYY-MM-DD format.
+fn parse_date(s: &str) -> Option<NaiveDate> {
+    NaiveDate::parse_from_str(s, "%m/%d/%Y")
+        .or_else(|_| NaiveDate::parse_from_str(s, "%Y-%m-%d"))
+        .ok()
+}
+
+/// Parse an HHMM time string into `NaiveTime`.
+fn parse_hhmm(s: &str) -> Option<NaiveTime> {
+    if s.len() != 4 {
+        return None;
+    }
+    let hours = s[..2].parse::<u32>().ok()?;
+    let minutes = s[2..].parse::<u32>().ok()?;
+    NaiveTime::from_hms_opt(hours, minutes, 0)
+}
+
+/// Active weekdays for a meeting time.
+fn active_weekdays(mt: &DbMeetingTime) -> Vec<Weekday> {
+    let mapping: [(bool, Weekday); 7] = [
+        (mt.monday, Weekday::Mon),
+        (mt.tuesday, Weekday::Tue),
+        (mt.wednesday, Weekday::Wed),
+        (mt.thursday, Weekday::Thu),
+        (mt.friday, Weekday::Fri),
+        (mt.saturday, Weekday::Sat),
+        (mt.sunday, Weekday::Sun),
+    ];
+    mapping
+        .iter()
+        .filter(|(active, _)| *active)
+        .map(|(_, day)| *day)
+        .collect()
+}
+
+/// ICS two-letter day code for RRULE BYDAY.
+fn ics_day_code(day: Weekday) -> &'static str {
+    match day {
+        Weekday::Mon => "MO",
+        Weekday::Tue => "TU",
+        Weekday::Wed => "WE",
+        Weekday::Thu => "TH",
+        Weekday::Fri => "FR",
+        Weekday::Sat => "SA",
+        Weekday::Sun => "SU",
+    }
+}
+
+/// Location string from a `DbMeetingTime`.
+fn location_string(mt: &DbMeetingTime) -> String {
+    let building = mt
+        .building_description
+        .as_deref()
+        .or(mt.building.as_deref())
+        .unwrap_or("");
+    let room = mt.room.as_deref().unwrap_or("");
+    let combined = format!("{building} {room}").trim().to_string();
+    if combined.is_empty() {
+        "Online".to_string()
+    } else {
+        combined
+    }
+}
+
+/// Days display string (e.g. "MWF", "TTh").
+fn days_display(mt: &DbMeetingTime) -> String {
+    let weekdays = active_weekdays(mt);
+    if weekdays.is_empty() {
+        return "TBA".to_string();
+    }
+    weekdays
+        .iter()
+        .map(|d| ics_day_code(*d))
+        .collect::<Vec<_>>()
+        .join("")
+}
+
+/// Escape text for ICS property values.
+fn escape_ics(text: &str) -> String {
+    text.replace('\\', "\\\\")
+        .replace(';', "\\;")
+        .replace(',', "\\,")
+        .replace('\n', "\\n")
+        .replace('\r', "")
+}
+
+// ---------------------------------------------------------------------------
+// University holidays (ported from bot/commands/ics.rs)
+// ---------------------------------------------------------------------------
+
+/// Find the nth occurrence of a weekday in a given month/year (1-based).
+fn nth_weekday_of_month(year: i32, month: u32, weekday: Weekday, n: u32) -> Option<NaiveDate> {
+    let first = NaiveDate::from_ymd_opt(year, month, 1)?;
+    let days_ahead = (weekday.num_days_from_monday() as i64
+        - first.weekday().num_days_from_monday() as i64)
+        .rem_euclid(7) as u32;
+    let day = 1 + days_ahead + 7 * (n - 1);
+    NaiveDate::from_ymd_opt(year, month, day)
+}
+
+/// Compute a consecutive range of dates starting from `start` for `count` days.
+fn date_range(start: NaiveDate, count: i64) -> Vec<NaiveDate> {
+    (0..count)
+        .filter_map(|i| start.checked_add_signed(Duration::days(i)))
+        .collect()
+}
+
+/// Compute university holidays for a given year.
+fn compute_holidays_for_year(year: i32) -> Vec<(&'static str, Vec<NaiveDate>)> {
+    let mut holidays = Vec::new();
+
+    // Labor Day: 1st Monday of September
+    if let Some(d) = nth_weekday_of_month(year, 9, Weekday::Mon, 1) {
+        holidays.push(("Labor Day", vec![d]));
+    }
+
+    // Fall Break: Mon-Tue of Columbus Day week
+    if let Some(mon) = nth_weekday_of_month(year, 10, Weekday::Mon, 2) {
+        holidays.push(("Fall Break", date_range(mon, 2)));
+    }
+
+    // Day before Thanksgiving
+    if let Some(thu) = nth_weekday_of_month(year, 11, Weekday::Thu, 4)
+        && let Some(wed) = thu.checked_sub_signed(Duration::days(1))
+    {
+        holidays.push(("Day Before Thanksgiving", vec![wed]));
+    }
+
+    // Thanksgiving: 4th Thursday + Friday
+    if let Some(thu) = nth_weekday_of_month(year, 11, Weekday::Thu, 4) {
+        holidays.push(("Thanksgiving", date_range(thu, 2)));
+    }
+
+    // Winter Holiday: Dec 23-31
+    if let Some(start) = NaiveDate::from_ymd_opt(year, 12, 23) {
+        holidays.push(("Winter Holiday", date_range(start, 9)));
+    }
+
+    // New Year's Day
+    if let Some(d) = NaiveDate::from_ymd_opt(year, 1, 1) {
+        holidays.push(("New Year's Day", vec![d]));
+    }
+
+    // MLK Day: 3rd Monday of January
+    if let Some(d) = nth_weekday_of_month(year, 1, Weekday::Mon, 3) {
+        holidays.push(("MLK Day", vec![d]));
+    }
+
+    // Spring Break: full week starting 2nd Monday of March
+    if let Some(mon) = nth_weekday_of_month(year, 3, Weekday::Mon, 2) {
+        holidays.push(("Spring Break", date_range(mon, 6)));
+    }
+
+    holidays
+}
+
+/// Get holiday dates within a date range that fall on specific weekdays.
+fn holiday_exceptions(start: NaiveDate, end: NaiveDate, weekdays: &[Weekday]) -> Vec<NaiveDate> {
+    let start_year = start.year();
+    let end_year = end.year();
+
+    (start_year..=end_year)
+        .flat_map(compute_holidays_for_year)
+        .flat_map(|(_, dates)| dates)
+        .filter(|&date| date >= start && date <= end && weekdays.contains(&date.weekday()))
+        .collect()
+}
+
+/// Names of excluded holidays (for user-facing messages).
+fn excluded_holiday_names(
+    start: NaiveDate,
+    end: NaiveDate,
+    exceptions: &[NaiveDate],
+) -> Vec<String> {
+    let start_year = start.year();
+    let end_year = end.year();
+    let all_holidays: Vec<_> = (start_year..=end_year)
+        .flat_map(compute_holidays_for_year)
+        .collect();
+
+    let mut names = Vec::new();
+    for (holiday_name, holiday_dates) in &all_holidays {
+        for &exc in exceptions {
+            if holiday_dates.contains(&exc) {
+                names.push(format!("{} ({})", holiday_name, exc.format("%a, %b %d")));
+            }
+        }
+    }
+    names.sort();
+    names.dedup();
+    names
+}
+
+// ---------------------------------------------------------------------------
+// ICS generation
+// ---------------------------------------------------------------------------
+
+/// Result from ICS generation, including the file content and excluded holiday names.
+pub struct IcsResult {
+    pub content: String,
+    pub filename: String,
+    /// Holiday dates excluded via EXDATE rules, for user-facing messages.
+    #[allow(dead_code)]
+    pub excluded_holidays: Vec<String>,
+}
+
+/// Generate an ICS calendar file for a course.
+pub fn generate_ics(
+    course: &CalendarCourse,
+    meeting_times: &[DbMeetingTime],
+) -> Result<IcsResult, anyhow::Error> {
+    let mut ics = String::new();
+    let mut all_excluded = Vec::new();
+
+    // Header
+    ics.push_str("BEGIN:VCALENDAR\r\n");
+    ics.push_str("VERSION:2.0\r\n");
+    ics.push_str("PRODID:-//Banner Bot//Course Calendar//EN\r\n");
+    ics.push_str("CALSCALE:GREGORIAN\r\n");
+    ics.push_str("METHOD:PUBLISH\r\n");
+    ics.push_str(&format!(
+        "X-WR-CALNAME:{}\r\n",
+        escape_ics(&course.display_title())
+    ));
+
+    for (index, mt) in meeting_times.iter().enumerate() {
+        let (event, holidays) = generate_ics_event(course, mt, index)?;
+        ics.push_str(&event);
+        all_excluded.extend(holidays);
+    }
+
+    ics.push_str("END:VCALENDAR\r\n");
+
+    Ok(IcsResult {
+        content: ics,
+        filename: format!("{}.ics", course.filename_stem()),
+        excluded_holidays: all_excluded,
+    })
+}
+
+/// Generate a single VEVENT for one meeting time.
+fn generate_ics_event(
+    course: &CalendarCourse,
+    mt: &DbMeetingTime,
+    index: usize,
+) -> Result<(String, Vec<String>), anyhow::Error> {
+    let start_date = parse_date(&mt.start_date)
+        .ok_or_else(|| anyhow::anyhow!("Invalid start_date: {}", mt.start_date))?;
+    let end_date = parse_date(&mt.end_date)
+        .ok_or_else(|| anyhow::anyhow!("Invalid end_date: {}", mt.end_date))?;
+
+    let start_time = mt.begin_time.as_deref().and_then(parse_hhmm);
+    let end_time = mt.end_time.as_deref().and_then(parse_hhmm);
+
+    // DTSTART/DTEND: first occurrence with time, or all-day on start_date
+    let (dtstart, dtend) = match (start_time, end_time) {
+        (Some(st), Some(et)) => {
+            let s = start_date.and_time(st).and_utc();
+            let e = start_date.and_time(et).and_utc();
+            (
+                s.format("%Y%m%dT%H%M%SZ").to_string(),
+                e.format("%Y%m%dT%H%M%SZ").to_string(),
+            )
+        }
+        _ => {
+            let s = start_date.and_hms_opt(0, 0, 0).unwrap().and_utc();
+            let e = start_date.and_hms_opt(0, 0, 0).unwrap().and_utc();
+            (
+                s.format("%Y%m%dT%H%M%SZ").to_string(),
+                e.format("%Y%m%dT%H%M%SZ").to_string(),
+            )
+        }
+    };
+
+    let event_title = if index > 0 {
+        format!("{} (Meeting {})", course.display_title(), index + 1)
+    } else {
+        course.display_title()
+    };
+
+    let instructor = course.primary_instructor.as_deref().unwrap_or("Staff");
+
+    let description = format!(
+        "CRN: {}\\nInstructor: {}\\nDays: {}\\nMeeting Type: {}",
+        course.crn,
+        instructor,
+        days_display(mt),
+        mt.meeting_type,
+    );
+
+    let location = location_string(mt);
+
+    let uid = format!(
+        "{}-{}-{}@banner-bot.local",
+        course.crn,
+        index,
+        start_date
+            .and_hms_opt(0, 0, 0)
+            .unwrap()
+            .and_utc()
+            .timestamp()
+    );
+
+    let mut event = String::new();
+    event.push_str("BEGIN:VEVENT\r\n");
+    event.push_str(&format!("UID:{uid}\r\n"));
+    event.push_str(&format!("DTSTART:{dtstart}\r\n"));
+    event.push_str(&format!("DTEND:{dtend}\r\n"));
+    event.push_str(&format!("SUMMARY:{}\r\n", escape_ics(&event_title)));
+    event.push_str(&format!("DESCRIPTION:{}\r\n", escape_ics(&description)));
+    event.push_str(&format!("LOCATION:{}\r\n", escape_ics(&location)));
+
+    let weekdays = active_weekdays(mt);
+    let mut holiday_names = Vec::new();
+
+    if let (false, Some(st)) = (weekdays.is_empty(), start_time) {
+        let by_day: Vec<&str> = weekdays.iter().map(|d| ics_day_code(*d)).collect();
+        let until = end_date.format("%Y%m%dT000000Z").to_string();
+
+        event.push_str(&format!(
+            "RRULE:FREQ=WEEKLY;BYDAY={};UNTIL={}\r\n",
+            by_day.join(","),
+            until,
+        ));
+
+        // Holiday exceptions
+        let exceptions = holiday_exceptions(start_date, end_date, &weekdays);
+        if !exceptions.is_empty() {
+            let start_utc = start_date.and_time(st).and_utc();
+            let exdates: Vec<String> = exceptions
+                .iter()
+                .map(|&d| {
+                    d.and_time(start_utc.time())
+                        .and_utc()
+                        .format("%Y%m%dT%H%M%SZ")
+                        .to_string()
+                })
+                .collect();
+            event.push_str(&format!("EXDATE:{}\r\n", exdates.join(",")));
+        }
+
+        holiday_names = excluded_holiday_names(start_date, end_date, &exceptions);
+    }
+
+    event.push_str("END:VEVENT\r\n");
+    Ok((event, holiday_names))
+}
+
+// ---------------------------------------------------------------------------
+// Google Calendar URL generation
+// ---------------------------------------------------------------------------
+
+/// Generate a Google Calendar "add event" URL for a single meeting time.
+pub fn generate_gcal_url(
+    course: &CalendarCourse,
+    mt: &DbMeetingTime,
+) -> Result<String, anyhow::Error> {
+    let start_date = parse_date(&mt.start_date)
+        .ok_or_else(|| anyhow::anyhow!("Invalid start_date: {}", mt.start_date))?;
+    let end_date = parse_date(&mt.end_date)
+        .ok_or_else(|| anyhow::anyhow!("Invalid end_date: {}", mt.end_date))?;
+
+    let start_time = mt.begin_time.as_deref().and_then(parse_hhmm);
+    let end_time = mt.end_time.as_deref().and_then(parse_hhmm);
+
+    let dates_text = match (start_time, end_time) {
+        (Some(st), Some(et)) => {
+            let s = start_date.and_time(st);
+            let e = start_date.and_time(et);
+            format!(
+                "{}/{}",
+                s.format("%Y%m%dT%H%M%S"),
+                e.format("%Y%m%dT%H%M%S")
+            )
+        }
+        _ => {
+            let s = start_date.format("%Y%m%d").to_string();
+            format!("{s}/{s}")
+        }
+    };
+
+    let instructor = course.primary_instructor.as_deref().unwrap_or("Staff");
+
+    let details = format!(
+        "CRN: {}\nInstructor: {}\nDays: {}",
+        course.crn,
+        instructor,
+        days_display(mt),
+    );
+
+    let location = location_string(mt);
+
+    let weekdays = active_weekdays(mt);
+    let recur = if !weekdays.is_empty() && start_time.is_some() {
+        let by_day: Vec<&str> = weekdays.iter().map(|d| ics_day_code(*d)).collect();
+        let until = end_date.format("%Y%m%dT000000Z").to_string();
+        format!(
+            "RRULE:FREQ=WEEKLY;BYDAY={};UNTIL={}",
+            by_day.join(","),
+            until
+        )
+    } else {
+        String::new()
+    };
+
+    let course_text = course.display_title();
+
+    let params: Vec<(&str, &str)> = vec![
+        ("action", "TEMPLATE"),
+        ("text", &course_text),
+        ("dates", &dates_text),
+        ("details", &details),
+        ("location", &location),
+        ("trp", "true"),
+        ("ctz", "America/Chicago"),
+        ("recur", &recur),
+    ];
+
+    let url = url::Url::parse_with_params("https://calendar.google.com/calendar/render", &params)?;
+    Ok(url.to_string())
+}

src/data/scrape_jobs.rs

@@ -213,6 +213,70 @@ pub async fn insert_job_result(
     Ok(())
 }
 
+/// Per-subject aggregated stats from recent scrape results.
+///
+/// Populated by [`fetch_subject_stats`] and converted into
+/// [`crate::scraper::adaptive::SubjectStats`] for interval computation.
+#[derive(sqlx::FromRow, Debug, Clone)]
+pub struct SubjectResultStats {
+    pub subject: String,
+    pub recent_runs: i64,
+    pub avg_change_ratio: f64,
+    pub consecutive_zero_changes: i64,
+    pub consecutive_empty_fetches: i64,
+    pub recent_failure_count: i64,
+    pub recent_success_count: i64,
+    pub last_completed: DateTime<Utc>,
+}
+
+/// Fetch aggregated per-subject statistics from the last 24 hours of results.
+///
+/// For each subject, examines the 20 most recent results and computes:
+/// - Average change ratio (courses_changed / courses_fetched)
+/// - Consecutive zero-change runs from the most recent result
+/// - Consecutive empty-fetch runs from the most recent result
+/// - Failure and success counts
+/// - Last completion timestamp
+pub async fn fetch_subject_stats(db_pool: &PgPool) -> Result<Vec<SubjectResultStats>> {
+    let rows = sqlx::query_as::<_, SubjectResultStats>(
+        r#"
+        WITH recent AS (
+            SELECT payload->>'subject' AS subject, success,
+                   COALESCE(courses_fetched, 0) AS courses_fetched,
+                   COALESCE(courses_changed, 0) AS courses_changed,
+                   completed_at,
+                   ROW_NUMBER() OVER (PARTITION BY payload->>'subject' ORDER BY completed_at DESC) AS rn
+            FROM scrape_job_results
+            WHERE target_type = 'Subject' AND completed_at > NOW() - INTERVAL '24 hours'
+        ),
+        filtered AS (SELECT * FROM recent WHERE rn <= 20),
+        zero_break AS (
+            SELECT subject,
+                   MIN(rn) FILTER (WHERE courses_changed > 0 AND success) AS first_nonzero_rn,
+                   MIN(rn) FILTER (WHERE courses_fetched > 0 AND success) AS first_nonempty_rn
+            FROM filtered GROUP BY subject
+        )
+        SELECT
+            f.subject::TEXT AS subject,
+            COUNT(*)::BIGINT AS recent_runs,
+            COALESCE(AVG(CASE WHEN f.success AND f.courses_fetched > 0
+                 THEN f.courses_changed::FLOAT / f.courses_fetched ELSE NULL END), 0.0)::FLOAT8 AS avg_change_ratio,
+            COALESCE(zb.first_nonzero_rn - 1, COUNT(*) FILTER (WHERE f.success AND f.courses_changed = 0))::BIGINT AS consecutive_zero_changes,
+            COALESCE(zb.first_nonempty_rn - 1, COUNT(*) FILTER (WHERE f.success AND f.courses_fetched = 0))::BIGINT AS consecutive_empty_fetches,
+            COUNT(*) FILTER (WHERE NOT f.success)::BIGINT AS recent_failure_count,
+            COUNT(*) FILTER (WHERE f.success)::BIGINT AS recent_success_count,
+            MAX(f.completed_at) AS last_completed
+        FROM filtered f
+        LEFT JOIN zero_break zb ON f.subject = zb.subject
+        GROUP BY f.subject, zb.first_nonzero_rn, zb.first_nonempty_rn
+        "#,
+    )
+    .fetch_all(db_pool)
+    .await?;
+
+    Ok(rows)
+}
+
 /// Batch insert scrape jobs using UNNEST for a single round-trip.
 ///
 /// All jobs are inserted with `execute_at` set to the current time.

src/lib.rs

@@ -1,6 +1,7 @@
 pub mod app;
 pub mod banner;
 pub mod bot;
+pub mod calendar;
 pub mod cli;
 pub mod config;
 pub mod data;

src/main.rs

@@ -8,6 +8,7 @@ use tracing::info;
 mod app;
 mod banner;
 mod bot;
+mod calendar;
 mod cli;
 mod config;
 mod data;

src/scraper/adaptive.rs

@@ -0,0 +1,326 @@
+//! Adaptive scraping interval computation.
+//!
+//! Assigns per-subject scrape intervals based on recent change rates,
+//! consecutive zero-change runs, failure patterns, and time of day.
+
+use chrono::{DateTime, Datelike, Timelike, Utc};
+use chrono_tz::US::Central;
+use std::time::Duration;
+
+use crate::data::scrape_jobs::SubjectResultStats;
+
+const FLOOR_INTERVAL: Duration = Duration::from_secs(3 * 60);
+const MODERATE_HIGH_INTERVAL: Duration = Duration::from_secs(5 * 60);
+const MODERATE_LOW_INTERVAL: Duration = Duration::from_secs(15 * 60);
+const LOW_CHANGE_INTERVAL: Duration = Duration::from_secs(30 * 60);
+const ZERO_5_INTERVAL: Duration = Duration::from_secs(60 * 60);
+const ZERO_10_INTERVAL: Duration = Duration::from_secs(2 * 60 * 60);
+const CEILING_INTERVAL: Duration = Duration::from_secs(4 * 60 * 60);
+const COLD_START_INTERVAL: Duration = FLOOR_INTERVAL;
+const PAUSE_PROBE_INTERVAL: Duration = Duration::from_secs(6 * 60 * 60);
+const EMPTY_FETCH_PAUSE_THRESHOLD: i64 = 3;
+const FAILURE_PAUSE_THRESHOLD: i64 = 5;
+
+/// Aggregated per-subject statistics derived from recent scrape results.
+#[derive(Debug, Clone)]
+pub struct SubjectStats {
+    pub subject: String,
+    pub recent_runs: i64,
+    pub avg_change_ratio: f64,
+    pub consecutive_zero_changes: i64,
+    pub consecutive_empty_fetches: i64,
+    pub recent_failure_count: i64,
+    pub recent_success_count: i64,
+    pub last_completed: DateTime<Utc>,
+}
+
+/// Scheduling decision for a subject.
+#[derive(Debug, Clone, PartialEq, Eq)]
+pub enum SubjectSchedule {
+    /// Subject is due for scraping, with the computed interval.
+    Eligible(Duration),
+    /// Subject was scraped recently; wait for the remaining cooldown.
+    Cooldown(Duration),
+    /// Subject is paused due to repeated empty fetches or failures.
+    Paused,
+    /// Subject belongs to a past term and should not be scraped.
+    ReadOnly,
+}
+
+impl From<SubjectResultStats> for SubjectStats {
+    fn from(row: SubjectResultStats) -> Self {
+        Self {
+            subject: row.subject,
+            recent_runs: row.recent_runs,
+            avg_change_ratio: row.avg_change_ratio,
+            consecutive_zero_changes: row.consecutive_zero_changes,
+            consecutive_empty_fetches: row.consecutive_empty_fetches,
+            recent_failure_count: row.recent_failure_count,
+            recent_success_count: row.recent_success_count,
+            last_completed: row.last_completed,
+        }
+    }
+}
+
+/// Compute the base interval tier from change-rate statistics.
+pub fn compute_base_interval(stats: &SubjectStats) -> Duration {
+    if stats.recent_runs == 0 {
+        return COLD_START_INTERVAL;
+    }
+
+    // Consecutive-zero tiers take precedence when change ratio is near zero
+    if stats.avg_change_ratio < 0.001 {
+        return match stats.consecutive_zero_changes {
+            0..5 => LOW_CHANGE_INTERVAL,
+            5..10 => ZERO_5_INTERVAL,
+            10..20 => ZERO_10_INTERVAL,
+            _ => CEILING_INTERVAL,
+        };
+    }
+
+    match stats.avg_change_ratio {
+        r if r >= 0.10 => FLOOR_INTERVAL,
+        r if r >= 0.05 => MODERATE_HIGH_INTERVAL,
+        r if r >= 0.01 => MODERATE_LOW_INTERVAL,
+        _ => LOW_CHANGE_INTERVAL,
+    }
+}
+
+/// Return a time-of-day multiplier for the given UTC timestamp.
+///
+/// Peak hours (weekdays 8am-6pm CT) return 1; off-peak (weekdays 6pm-midnight CT)
+/// return 2; night (midnight-8am CT) and weekends return 4.
+pub fn time_of_day_multiplier(now: DateTime<Utc>) -> u32 {
+    let ct = now.with_timezone(&Central);
+    let weekday = ct.weekday();
+    let hour = ct.hour();
+
+    // Weekends get the slowest multiplier
+    if matches!(weekday, chrono::Weekday::Sat | chrono::Weekday::Sun) {
+        return 4;
+    }
+
+    match hour {
+        8..18 => 1,  // peak
+        18..24 => 2, // off-peak
+        _ => 4,      // night (0..8)
+    }
+}
+
+/// Evaluate whether a subject should be scraped now.
+///
+/// Combines base interval, time-of-day multiplier, pause detection (empty
+/// fetches / consecutive failures), and past-term read-only status.
+pub fn evaluate_subject(
+    stats: &SubjectStats,
+    now: DateTime<Utc>,
+    is_past_term: bool,
+) -> SubjectSchedule {
+    if is_past_term {
+        return SubjectSchedule::ReadOnly;
+    }
+
+    let elapsed = (now - stats.last_completed)
+        .to_std()
+        .unwrap_or(Duration::ZERO);
+    let probe_due = elapsed >= PAUSE_PROBE_INTERVAL;
+
+    // Pause on repeated empty fetches
+    if stats.consecutive_empty_fetches >= EMPTY_FETCH_PAUSE_THRESHOLD {
+        return if probe_due {
+            SubjectSchedule::Eligible(PAUSE_PROBE_INTERVAL)
+        } else {
+            SubjectSchedule::Paused
+        };
+    }
+
+    // Pause on all-failures
+    if stats.recent_success_count == 0 && stats.recent_failure_count >= FAILURE_PAUSE_THRESHOLD {
+        return if probe_due {
+            SubjectSchedule::Eligible(PAUSE_PROBE_INTERVAL)
+        } else {
+            SubjectSchedule::Paused
+        };
+    }
+
+    let base = compute_base_interval(stats);
+    let multiplier = time_of_day_multiplier(now);
+    let effective = base * multiplier;
+
+    if elapsed >= effective {
+        SubjectSchedule::Eligible(effective)
+    } else {
+        let remaining = effective - elapsed;
+        SubjectSchedule::Cooldown(remaining)
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use chrono::TimeZone;
+
+    /// Create a default `SubjectStats` for testing. Callers mutate fields as needed.
+    fn make_stats(subject: &str) -> SubjectStats {
+        SubjectStats {
+            subject: subject.to_string(),
+            recent_runs: 10,
+            avg_change_ratio: 0.0,
+            consecutive_zero_changes: 0,
+            consecutive_empty_fetches: 0,
+            recent_failure_count: 0,
+            recent_success_count: 10,
+            last_completed: Utc::now() - chrono::Duration::hours(1),
+        }
+    }
+
+    // -- compute_base_interval tests --
+
+    #[test]
+    fn test_cold_start_returns_floor() {
+        let mut stats = make_stats("CS");
+        stats.recent_runs = 0;
+        assert_eq!(compute_base_interval(&stats), COLD_START_INTERVAL);
+    }
+
+    #[test]
+    fn test_high_change_rate() {
+        let mut stats = make_stats("CS");
+        stats.avg_change_ratio = 0.15;
+        assert_eq!(compute_base_interval(&stats), FLOOR_INTERVAL);
+    }
+
+    #[test]
+    fn test_moderate_high_change() {
+        let mut stats = make_stats("CS");
+        stats.avg_change_ratio = 0.07;
+        assert_eq!(compute_base_interval(&stats), MODERATE_HIGH_INTERVAL);
+    }
+
+    #[test]
+    fn test_moderate_low_change() {
+        let mut stats = make_stats("CS");
+        stats.avg_change_ratio = 0.03;
+        assert_eq!(compute_base_interval(&stats), MODERATE_LOW_INTERVAL);
+    }
+
+    #[test]
+    fn test_low_change() {
+        let mut stats = make_stats("CS");
+        stats.avg_change_ratio = 0.005;
+        assert_eq!(compute_base_interval(&stats), LOW_CHANGE_INTERVAL);
+    }
+
+    #[test]
+    fn test_zero_5_consecutive() {
+        let mut stats = make_stats("CS");
+        stats.avg_change_ratio = 0.0;
+        stats.consecutive_zero_changes = 5;
+        assert_eq!(compute_base_interval(&stats), ZERO_5_INTERVAL);
+    }
+
+    #[test]
+    fn test_zero_10_consecutive() {
+        let mut stats = make_stats("CS");
+        stats.avg_change_ratio = 0.0;
+        stats.consecutive_zero_changes = 10;
+        assert_eq!(compute_base_interval(&stats), ZERO_10_INTERVAL);
+    }
+
+    #[test]
+    fn test_zero_20_consecutive() {
+        let mut stats = make_stats("CS");
+        stats.avg_change_ratio = 0.0;
+        stats.consecutive_zero_changes = 20;
+        assert_eq!(compute_base_interval(&stats), CEILING_INTERVAL);
+    }
+
+    // -- evaluate_subject tests --
+
+    #[test]
+    fn test_pause_empty_fetches() {
+        let mut stats = make_stats("CS");
+        stats.consecutive_empty_fetches = 3;
+        stats.last_completed = Utc::now() - chrono::Duration::minutes(10);
+        let result = evaluate_subject(&stats, Utc::now(), false);
+        assert_eq!(result, SubjectSchedule::Paused);
+    }
+
+    #[test]
+    fn test_pause_all_failures() {
+        let mut stats = make_stats("CS");
+        stats.recent_success_count = 0;
+        stats.recent_failure_count = 5;
+        stats.last_completed = Utc::now() - chrono::Duration::minutes(10);
+        let result = evaluate_subject(&stats, Utc::now(), false);
+        assert_eq!(result, SubjectSchedule::Paused);
+    }
+
+    #[test]
+    fn test_probe_after_pause() {
+        let mut stats = make_stats("CS");
+        stats.consecutive_empty_fetches = 5;
+        stats.last_completed = Utc::now() - chrono::Duration::hours(7);
+        let result = evaluate_subject(&stats, Utc::now(), false);
+        assert_eq!(result, SubjectSchedule::Eligible(PAUSE_PROBE_INTERVAL));
+    }
+
+    #[test]
+    fn test_read_only_past_term() {
+        let stats = make_stats("CS");
+        let result = evaluate_subject(&stats, Utc::now(), true);
+        assert_eq!(result, SubjectSchedule::ReadOnly);
+    }
+
+    #[test]
+    fn test_cooldown_not_elapsed() {
+        let mut stats = make_stats("CS");
+        stats.avg_change_ratio = 0.15; // floor = 3 min
+        stats.last_completed = Utc::now() - chrono::Duration::seconds(30);
+        // Use a peak-hours timestamp so multiplier = 1
+        let peak = Utc.with_ymd_and_hms(2025, 7, 14, 15, 0, 0).unwrap(); // Mon 10am CT
+        stats.last_completed = peak - chrono::Duration::seconds(30);
+        let result = evaluate_subject(&stats, peak, false);
+        assert!(matches!(result, SubjectSchedule::Cooldown(_)));
+    }
+
+    #[test]
+    fn test_eligible_elapsed() {
+        let mut stats = make_stats("CS");
+        stats.avg_change_ratio = 0.15; // floor = 3 min
+        let peak = Utc.with_ymd_and_hms(2025, 7, 14, 15, 0, 0).unwrap(); // Mon 10am CT
+        stats.last_completed = peak - chrono::Duration::minutes(5);
+        let result = evaluate_subject(&stats, peak, false);
+        assert!(matches!(result, SubjectSchedule::Eligible(_)));
+    }
+
+    // -- time_of_day_multiplier tests --
+
+    #[test]
+    fn test_time_multiplier_peak() {
+        // Monday 10am CT = 15:00 UTC
+        let dt = Utc.with_ymd_and_hms(2025, 7, 14, 15, 0, 0).unwrap();
+        assert_eq!(time_of_day_multiplier(dt), 1);
+    }
+
+    #[test]
+    fn test_time_multiplier_offpeak() {
+        // Monday 8pm CT = 01:00 UTC next day, but let's use Tuesday 01:00 UTC = Mon 8pm CT
+        let dt = Utc.with_ymd_and_hms(2025, 7, 15, 1, 0, 0).unwrap();
+        assert_eq!(time_of_day_multiplier(dt), 2);
+    }
+
+    #[test]
+    fn test_time_multiplier_night() {
+        // 3am CT = 08:00 UTC
+        let dt = Utc.with_ymd_and_hms(2025, 7, 14, 8, 0, 0).unwrap();
+        assert_eq!(time_of_day_multiplier(dt), 4);
+    }
+
+    #[test]
+    fn test_time_multiplier_weekend() {
+        // Saturday noon CT = 17:00 UTC
+        let dt = Utc.with_ymd_and_hms(2025, 7, 12, 17, 0, 0).unwrap();
+        assert_eq!(time_of_day_multiplier(dt), 4);
+    }
+}

src/scraper/mod.rs

@@ -1,3 +1,4 @@
+pub mod adaptive;
 pub mod jobs;
 pub mod scheduler;
 pub mod worker;

src/scraper/scheduler.rs

@@ -3,11 +3,14 @@ use crate::data::models::{ReferenceData, ScrapePriority, TargetType};
 use crate::data::scrape_jobs;
 use crate::error::Result;
 use crate::rmp::RmpClient;
+use crate::scraper::adaptive::{SubjectSchedule, SubjectStats, evaluate_subject};
 use crate::scraper::jobs::subject::SubjectJob;
 use crate::state::ReferenceCache;
 use crate::web::ws::{ScrapeJobDto, ScrapeJobEvent};
+use chrono::{DateTime, Utc};
 use serde_json::json;
 use sqlx::PgPool;
+use std::collections::HashMap;
 use std::sync::Arc;
 use std::time::{Duration, Instant};
 use tokio::sync::{RwLock, broadcast};
@@ -148,10 +151,9 @@ impl Scheduler {
 
     /// Core scheduling logic that analyzes data and creates scrape jobs.
     ///
-    /// Strategy:
-    /// 1. Fetch all subjects for the current term from Banner API
-    /// 2. Query existing jobs in a single batch query
-    /// 3. Create jobs only for subjects that don't have pending jobs
+    /// Uses adaptive scheduling to determine per-subject scrape intervals based
+    /// on recent change rates, failure patterns, and time of day. Only subjects
+    /// that are eligible (i.e. their cooldown has elapsed) are enqueued.
     ///
     /// This is a static method (not &self) to allow it to be called from spawned tasks.
     #[tracing::instrument(skip_all, fields(term))]
@@ -160,10 +162,6 @@ impl Scheduler {
         banner_api: &BannerApi,
         job_events_tx: Option<&broadcast::Sender<ScrapeJobEvent>>,
     ) -> Result<()> {
-        // For now, we will implement a simple baseline scheduling strategy:
-        // 1. Get a list of all subjects from the Banner API.
-        // 2. Query existing jobs for all subjects in a single query.
-        // 3. Create new jobs only for subjects that don't have existing jobs.
         let term = Term::get_current().inner().to_string();
 
         tracing::Span::current().record("term", term.as_str());
@@ -175,13 +173,70 @@ impl Scheduler {
             "Retrieved subjects from API"
         );
 
-        // Create payloads for all subjects
-        let subject_payloads: Vec<_> = subjects
-            .iter()
-            .map(|subject| json!({ "subject": subject.code }))
+        // Fetch per-subject stats and build a lookup map
+        let stats_rows = scrape_jobs::fetch_subject_stats(db_pool).await?;
+        let stats_map: HashMap<String, SubjectStats> = stats_rows
+            .into_iter()
+            .map(|row| {
+                let subject = row.subject.clone();
+                (subject, SubjectStats::from(row))
+            })
             .collect();
 
-        // Query existing jobs for all subjects in a single query
+        // Evaluate each subject using adaptive scheduling
+        let now = Utc::now();
+        let is_past_term = false; // Scheduler currently only fetches current term subjects
+        let mut eligible_subjects: Vec<String> = Vec::new();
+        let mut cooldown_count: usize = 0;
+        let mut paused_count: usize = 0;
+        let mut read_only_count: usize = 0;
+
+        for subject in &subjects {
+            let stats = stats_map.get(&subject.code).cloned().unwrap_or_else(|| {
+                // Cold start: no history for this subject
+                SubjectStats {
+                    subject: subject.code.clone(),
+                    recent_runs: 0,
+                    avg_change_ratio: 0.0,
+                    consecutive_zero_changes: 0,
+                    consecutive_empty_fetches: 0,
+                    recent_failure_count: 0,
+                    recent_success_count: 0,
+                    last_completed: DateTime::<Utc>::MIN_UTC,
+                }
+            });
+
+            match evaluate_subject(&stats, now, is_past_term) {
+                SubjectSchedule::Eligible(_) => {
+                    eligible_subjects.push(subject.code.clone());
+                }
+                SubjectSchedule::Cooldown(_) => cooldown_count += 1,
+                SubjectSchedule::Paused => paused_count += 1,
+                SubjectSchedule::ReadOnly => read_only_count += 1,
+            }
+        }
+
+        info!(
+            total = subjects.len(),
+            eligible = eligible_subjects.len(),
+            cooldown = cooldown_count,
+            paused = paused_count,
+            read_only = read_only_count,
+            "Adaptive scheduling decisions"
+        );
+
+        if eligible_subjects.is_empty() {
+            debug!("No eligible subjects to schedule");
+            return Ok(());
+        }
+
+        // Create payloads only for eligible subjects
+        let subject_payloads: Vec<_> = eligible_subjects
+            .iter()
+            .map(|code| json!({ "subject": code }))
+            .collect();
+
+        // Query existing jobs for eligible subjects only
         let existing_payloads = scrape_jobs::find_existing_job_payloads(
             TargetType::Subject,
             &subject_payloads,
@@ -189,12 +244,12 @@ impl Scheduler {
         )
         .await?;
 
-        // Filter out subjects that already have jobs and prepare new jobs
+        // Filter out subjects that already have pending jobs
         let mut skipped_count = 0;
-        let new_jobs: Vec<_> = subjects
+        let new_jobs: Vec<_> = eligible_subjects
             .into_iter()
-            .filter_map(|subject| {
-                let job = SubjectJob::new(subject.code.clone());
+            .filter_map(|subject_code| {
+                let job = SubjectJob::new(subject_code.clone());
                 let payload = serde_json::to_value(&job).unwrap();
                 let payload_str = payload.to_string();
 
@@ -202,7 +257,7 @@ impl Scheduler {
                     skipped_count += 1;
                     None
                 } else {
-                    Some((payload, subject.code))
+                    Some((payload, subject_code))
                 }
             })
             .collect();

src/web/admin_scraper.rs

@@ -0,0 +1,523 @@
+//! Admin API handlers for scraper observability.
+//!
+//! All endpoints require the `AdminUser` extractor, returning 401/403 as needed.
+
+use axum::extract::{Path, Query, State};
+use axum::http::StatusCode;
+use axum::response::Json;
+use chrono::{DateTime, Utc};
+use serde::{Deserialize, Serialize};
+use serde_json::json;
+use sqlx::Row;
+use ts_rs::TS;
+
+use crate::banner::models::terms::Term;
+use crate::data::scrape_jobs;
+use crate::scraper::adaptive::{self, SubjectSchedule, SubjectStats};
+use crate::state::AppState;
+use crate::web::extractors::AdminUser;
+
+type ApiError = (StatusCode, Json<serde_json::Value>);
+
+fn parse_period(period: &str) -> Result<chrono::Duration, ApiError> {
+    match period {
+        "1h" => Ok(chrono::Duration::hours(1)),
+        "6h" => Ok(chrono::Duration::hours(6)),
+        "24h" => Ok(chrono::Duration::hours(24)),
+        "7d" => Ok(chrono::Duration::days(7)),
+        "30d" => Ok(chrono::Duration::days(30)),
+        _ => Err((
+            StatusCode::BAD_REQUEST,
+            Json(
+                json!({"error": format!("Invalid period '{period}'. Valid: 1h, 6h, 24h, 7d, 30d")}),
+            ),
+        )),
+    }
+}
+
+fn period_to_interval_str(period: &str) -> &'static str {
+    match period {
+        "1h" => "1 hour",
+        "6h" => "6 hours",
+        "24h" => "24 hours",
+        "7d" => "7 days",
+        "30d" => "30 days",
+        _ => "24 hours",
+    }
+}
+
+fn parse_bucket(bucket: &str) -> Result<&'static str, ApiError> {
+    match bucket {
+        "1m" => Ok("1 minute"),
+        "5m" => Ok("5 minutes"),
+        "15m" => Ok("15 minutes"),
+        "1h" => Ok("1 hour"),
+        "6h" => Ok("6 hours"),
+        _ => Err((
+            StatusCode::BAD_REQUEST,
+            Json(
+                json!({"error": format!("Invalid bucket '{bucket}'. Valid: 1m, 5m, 15m, 1h, 6h")}),
+            ),
+        )),
+    }
+}
+
+fn default_bucket_for_period(period: &str) -> &'static str {
+    match period {
+        "1h" => "1m",
+        "6h" => "5m",
+        "24h" => "15m",
+        "7d" => "1h",
+        "30d" => "6h",
+        _ => "15m",
+    }
+}
+
+// ---------------------------------------------------------------------------
+// Endpoint 1: GET /api/admin/scraper/stats
+// ---------------------------------------------------------------------------
+
+#[derive(Deserialize)]
+pub struct StatsParams {
+    #[serde(default = "default_period")]
+    period: String,
+}
+
+fn default_period() -> String {
+    "24h".to_string()
+}
+
+#[derive(Serialize, TS)]
+#[ts(export)]
+#[serde(rename_all = "camelCase")]
+pub struct ScraperStatsResponse {
+    period: String,
+    #[ts(type = "number")]
+    total_scrapes: i64,
+    #[ts(type = "number")]
+    successful_scrapes: i64,
+    #[ts(type = "number")]
+    failed_scrapes: i64,
+    success_rate: Option<f64>,
+    avg_duration_ms: Option<f64>,
+    #[ts(type = "number")]
+    total_courses_changed: i64,
+    #[ts(type = "number")]
+    total_courses_fetched: i64,
+    #[ts(type = "number")]
+    total_audits_generated: i64,
+    #[ts(type = "number")]
+    pending_jobs: i64,
+    #[ts(type = "number")]
+    locked_jobs: i64,
+}
+
+pub async fn scraper_stats(
+    _admin: AdminUser,
+    State(state): State<AppState>,
+    Query(params): Query<StatsParams>,
+) -> Result<Json<ScraperStatsResponse>, ApiError> {
+    let _duration = parse_period(&params.period)?;
+    let interval_str = period_to_interval_str(&params.period);
+
+    let row = sqlx::query(
+        "SELECT \
+            COUNT(*) AS total_scrapes, \
+            COUNT(*) FILTER (WHERE success) AS successful_scrapes, \
+            COUNT(*) FILTER (WHERE NOT success) AS failed_scrapes, \
+            (AVG(duration_ms) FILTER (WHERE success))::FLOAT8 AS avg_duration_ms, \
+            COALESCE(SUM(courses_changed) FILTER (WHERE success), 0) AS total_courses_changed, \
+            COALESCE(SUM(courses_fetched) FILTER (WHERE success), 0) AS total_courses_fetched, \
+            COALESCE(SUM(audits_generated) FILTER (WHERE success), 0) AS total_audits_generated \
+         FROM scrape_job_results \
+         WHERE completed_at > NOW() - $1::interval",
+    )
+    .bind(interval_str)
+    .fetch_one(&state.db_pool)
+    .await
+    .map_err(|e| {
+        tracing::error!(error = %e, "Failed to fetch scraper stats");
+        (
+            StatusCode::INTERNAL_SERVER_ERROR,
+            Json(json!({"error": "Failed to fetch scraper stats"})),
+        )
+    })?;
+
+    let total_scrapes: i64 = row.get("total_scrapes");
+    let successful_scrapes: i64 = row.get("successful_scrapes");
+    let failed_scrapes: i64 = row.get("failed_scrapes");
+    let avg_duration_ms: Option<f64> = row.get("avg_duration_ms");
+    let total_courses_changed: i64 = row.get("total_courses_changed");
+    let total_courses_fetched: i64 = row.get("total_courses_fetched");
+    let total_audits_generated: i64 = row.get("total_audits_generated");
+
+    let queue_row = sqlx::query(
+        "SELECT \
+            COUNT(*) FILTER (WHERE locked_at IS NULL) AS pending_jobs, \
+            COUNT(*) FILTER (WHERE locked_at IS NOT NULL) AS locked_jobs \
+         FROM scrape_jobs",
+    )
+    .fetch_one(&state.db_pool)
+    .await
+    .map_err(|e| {
+        tracing::error!(error = %e, "Failed to fetch queue stats");
+        (
+            StatusCode::INTERNAL_SERVER_ERROR,
+            Json(json!({"error": "Failed to fetch queue stats"})),
+        )
+    })?;
+
+    let pending_jobs: i64 = queue_row.get("pending_jobs");
+    let locked_jobs: i64 = queue_row.get("locked_jobs");
+
+    let success_rate = if total_scrapes > 0 {
+        Some(successful_scrapes as f64 / total_scrapes as f64)
+    } else {
+        None
+    };
+
+    Ok(Json(ScraperStatsResponse {
+        period: params.period,
+        total_scrapes,
+        successful_scrapes,
+        failed_scrapes,
+        success_rate,
+        avg_duration_ms,
+        total_courses_changed,
+        total_courses_fetched,
+        total_audits_generated,
+        pending_jobs,
+        locked_jobs,
+    }))
+}
+
+// ---------------------------------------------------------------------------
+// Endpoint 2: GET /api/admin/scraper/timeseries
+// ---------------------------------------------------------------------------
+
+#[derive(Deserialize)]
+pub struct TimeseriesParams {
+    #[serde(default = "default_period")]
+    period: String,
+    bucket: Option<String>,
+}
+
+#[derive(Serialize, TS)]
+#[ts(export)]
+#[serde(rename_all = "camelCase")]
+pub struct TimeseriesResponse {
+    period: String,
+    bucket: String,
+    points: Vec<TimeseriesPoint>,
+}
+
+#[derive(Serialize, TS)]
+#[ts(export)]
+#[serde(rename_all = "camelCase")]
+pub struct TimeseriesPoint {
+    timestamp: DateTime<Utc>,
+    #[ts(type = "number")]
+    scrape_count: i64,
+    #[ts(type = "number")]
+    success_count: i64,
+    #[ts(type = "number")]
+    error_count: i64,
+    #[ts(type = "number")]
+    courses_changed: i64,
+    avg_duration_ms: f64,
+}
+
+pub async fn scraper_timeseries(
+    _admin: AdminUser,
+    State(state): State<AppState>,
+    Query(params): Query<TimeseriesParams>,
+) -> Result<Json<TimeseriesResponse>, ApiError> {
+    let _duration = parse_period(&params.period)?;
+    let period_interval = period_to_interval_str(&params.period);
+
+    let bucket_code = match &params.bucket {
+        Some(b) => {
+            // Validate the bucket
+            parse_bucket(b)?;
+            b.as_str()
+        }
+        None => default_bucket_for_period(&params.period),
+    };
+    let bucket_interval = parse_bucket(bucket_code)?;
+
+    let rows = sqlx::query(
+        "WITH buckets AS ( \
+            SELECT generate_series( \
+                date_bin($1::interval, NOW() - $2::interval, '2020-01-01'::timestamptz), \
+                date_bin($1::interval, NOW(), '2020-01-01'::timestamptz), \
+                $1::interval \
+            ) AS bucket_start \
+         ), \
+         raw AS ( \
+            SELECT date_bin($1::interval, completed_at, '2020-01-01'::timestamptz) AS bucket_start, \
+                   COUNT(*)::BIGINT AS scrape_count, \
+                   COUNT(*) FILTER (WHERE success)::BIGINT AS success_count, \
+                   COUNT(*) FILTER (WHERE NOT success)::BIGINT AS error_count, \
+                   COALESCE(SUM(courses_changed) FILTER (WHERE success), 0)::BIGINT AS courses_changed, \
+                   COALESCE(AVG(duration_ms) FILTER (WHERE success), 0)::FLOAT8 AS avg_duration_ms \
+            FROM scrape_job_results \
+            WHERE completed_at > NOW() - $2::interval \
+            GROUP BY 1 \
+         ) \
+         SELECT b.bucket_start, \
+                COALESCE(r.scrape_count, 0) AS scrape_count, \
+                COALESCE(r.success_count, 0) AS success_count, \
+                COALESCE(r.error_count, 0) AS error_count, \
+                COALESCE(r.courses_changed, 0) AS courses_changed, \
+                COALESCE(r.avg_duration_ms, 0) AS avg_duration_ms \
+         FROM buckets b \
+         LEFT JOIN raw r ON b.bucket_start = r.bucket_start \
+         ORDER BY b.bucket_start",
+    )
+    .bind(bucket_interval)
+    .bind(period_interval)
+    .fetch_all(&state.db_pool)
+    .await
+    .map_err(|e| {
+        tracing::error!(error = %e, "Failed to fetch scraper timeseries");
+        (
+            StatusCode::INTERNAL_SERVER_ERROR,
+            Json(json!({"error": "Failed to fetch scraper timeseries"})),
+        )
+    })?;
+
+    let points = rows
+        .iter()
+        .map(|row| TimeseriesPoint {
+            timestamp: row.get("bucket_start"),
+            scrape_count: row.get("scrape_count"),
+            success_count: row.get("success_count"),
+            error_count: row.get("error_count"),
+            courses_changed: row.get("courses_changed"),
+            avg_duration_ms: row.get("avg_duration_ms"),
+        })
+        .collect();
+
+    Ok(Json(TimeseriesResponse {
+        period: params.period,
+        bucket: bucket_code.to_string(),
+        points,
+    }))
+}
+
+// ---------------------------------------------------------------------------
+// Endpoint 3: GET /api/admin/scraper/subjects
+// ---------------------------------------------------------------------------
+
+#[derive(Serialize, TS)]
+#[ts(export)]
+#[serde(rename_all = "camelCase")]
+pub struct SubjectsResponse {
+    subjects: Vec<SubjectSummary>,
+}
+
+#[derive(Serialize, TS)]
+#[ts(export)]
+#[serde(rename_all = "camelCase")]
+pub struct SubjectSummary {
+    subject: String,
+    subject_description: Option<String>,
+    #[ts(type = "number")]
+    tracked_course_count: i64,
+    schedule_state: String,
+    #[ts(type = "number")]
+    current_interval_secs: u64,
+    time_multiplier: u32,
+    last_scraped: DateTime<Utc>,
+    next_eligible_at: Option<DateTime<Utc>>,
+    #[ts(type = "number | null")]
+    cooldown_remaining_secs: Option<u64>,
+    avg_change_ratio: f64,
+    #[ts(type = "number")]
+    consecutive_zero_changes: i64,
+    #[ts(type = "number")]
+    recent_runs: i64,
+    #[ts(type = "number")]
+    recent_failures: i64,
+}
+
+pub async fn scraper_subjects(
+    _admin: AdminUser,
+    State(state): State<AppState>,
+) -> Result<Json<SubjectsResponse>, ApiError> {
+    let raw_stats = scrape_jobs::fetch_subject_stats(&state.db_pool)
+        .await
+        .map_err(|e| {
+            tracing::error!(error = %e, "Failed to fetch subject stats");
+            (
+                StatusCode::INTERNAL_SERVER_ERROR,
+                Json(json!({"error": "Failed to fetch subject stats"})),
+            )
+        })?;
+
+    let now = Utc::now();
+    let multiplier = adaptive::time_of_day_multiplier(now);
+
+    // Look up subject descriptions from the reference cache
+    let ref_cache = state.reference_cache.read().await;
+
+    // Count tracked courses per subject for the current term
+    let term = Term::get_current().inner().to_string();
+    let course_counts: std::collections::HashMap<String, i64> = sqlx::query_as(
+        "SELECT subject, COUNT(*)::BIGINT AS cnt FROM courses WHERE term_code = $1 GROUP BY subject",
+    )
+    .bind(&term)
+    .fetch_all(&state.db_pool)
+    .await
+    .map_err(|e| {
+        tracing::error!(error = %e, "Failed to fetch course counts");
+        (
+            StatusCode::INTERNAL_SERVER_ERROR,
+            Json(json!({"error": "Failed to fetch course counts"})),
+        )
+    })?
+    .into_iter()
+    .map(|(subject, cnt): (String, i64)| (subject, cnt))
+    .collect();
+
+    let subjects = raw_stats
+        .into_iter()
+        .map(|row| {
+            let stats: SubjectStats = row.into();
+            let schedule = adaptive::evaluate_subject(&stats, now, false);
+            let base_interval = adaptive::compute_base_interval(&stats);
+
+            let schedule_state = match &schedule {
+                SubjectSchedule::Eligible(_) => "eligible",
+                SubjectSchedule::Cooldown(_) => "cooldown",
+                SubjectSchedule::Paused => "paused",
+                SubjectSchedule::ReadOnly => "read_only",
+            };
+
+            let current_interval_secs = base_interval.as_secs() * multiplier as u64;
+
+            let (next_eligible_at, cooldown_remaining_secs) = match &schedule {
+                SubjectSchedule::Eligible(_) => (Some(now), Some(0)),
+                SubjectSchedule::Cooldown(remaining) => {
+                    let remaining_secs = remaining.as_secs();
+                    (
+                        Some(now + chrono::Duration::seconds(remaining_secs as i64)),
+                        Some(remaining_secs),
+                    )
+                }
+                SubjectSchedule::Paused | SubjectSchedule::ReadOnly => (None, None),
+            };
+
+            let subject_description = ref_cache
+                .lookup("subject", &stats.subject)
+                .map(|s| s.to_string());
+
+            let tracked_course_count = course_counts.get(&stats.subject).copied().unwrap_or(0);
+
+            SubjectSummary {
+                subject: stats.subject,
+                subject_description,
+                tracked_course_count,
+                schedule_state: schedule_state.to_string(),
+                current_interval_secs,
+                time_multiplier: multiplier,
+                last_scraped: stats.last_completed,
+                next_eligible_at,
+                cooldown_remaining_secs,
+                avg_change_ratio: stats.avg_change_ratio,
+                consecutive_zero_changes: stats.consecutive_zero_changes,
+                recent_runs: stats.recent_runs,
+                recent_failures: stats.recent_failure_count,
+            }
+        })
+        .collect();
+
+    Ok(Json(SubjectsResponse { subjects }))
+}
+
+// ---------------------------------------------------------------------------
+// Endpoint 4: GET /api/admin/scraper/subjects/{subject}
+// ---------------------------------------------------------------------------
+
+#[derive(Deserialize)]
+pub struct SubjectDetailParams {
+    #[serde(default = "default_detail_limit")]
+    limit: i32,
+}
+
+fn default_detail_limit() -> i32 {
+    50
+}
+
+#[derive(Serialize, TS)]
+#[ts(export)]
+#[serde(rename_all = "camelCase")]
+pub struct SubjectDetailResponse {
+    subject: String,
+    results: Vec<SubjectResultEntry>,
+}
+
+#[derive(Serialize, TS)]
+#[ts(export)]
+#[serde(rename_all = "camelCase")]
+pub struct SubjectResultEntry {
+    #[ts(type = "number")]
+    id: i64,
+    completed_at: DateTime<Utc>,
+    duration_ms: i32,
+    success: bool,
+    error_message: Option<String>,
+    courses_fetched: Option<i32>,
+    courses_changed: Option<i32>,
+    courses_unchanged: Option<i32>,
+    audits_generated: Option<i32>,
+    metrics_generated: Option<i32>,
+}
+
+pub async fn scraper_subject_detail(
+    _admin: AdminUser,
+    State(state): State<AppState>,
+    Path(subject): Path<String>,
+    Query(params): Query<SubjectDetailParams>,
+) -> Result<Json<SubjectDetailResponse>, ApiError> {
+    let limit = params.limit.clamp(1, 200);
+
+    let rows = sqlx::query(
+        "SELECT id, completed_at, duration_ms, success, error_message, \
+                courses_fetched, courses_changed, courses_unchanged, \
+                audits_generated, metrics_generated \
+         FROM scrape_job_results \
+         WHERE target_type = 'Subject' AND payload->>'subject' = $1 \
+         ORDER BY completed_at DESC \
+         LIMIT $2",
+    )
+    .bind(&subject)
+    .bind(limit)
+    .fetch_all(&state.db_pool)
+    .await
+    .map_err(|e| {
+        tracing::error!(error = %e, subject = %subject, "Failed to fetch subject detail");
+        (
+            StatusCode::INTERNAL_SERVER_ERROR,
+            Json(json!({"error": "Failed to fetch subject detail"})),
+        )
+    })?;
+
+    let results = rows
+        .iter()
+        .map(|row| SubjectResultEntry {
+            id: row.get("id"),
+            completed_at: row.get("completed_at"),
+            duration_ms: row.get("duration_ms"),
+            success: row.get("success"),
+            error_message: row.get("error_message"),
+            courses_fetched: row.get("courses_fetched"),
+            courses_changed: row.get("courses_changed"),
+            courses_unchanged: row.get("courses_unchanged"),
+            audits_generated: row.get("audits_generated"),
+            metrics_generated: row.get("metrics_generated"),
+        })
+        .collect();
+
+    Ok(Json(SubjectDetailResponse { subject, results }))
+}

src/web/calendar.rs

@@ -0,0 +1,136 @@
+//! Web API endpoints for calendar export (ICS download + Google Calendar redirect).
+
+use axum::{
+    extract::{Path, State},
+    http::{StatusCode, header},
+    response::{IntoResponse, Redirect, Response},
+};
+
+use crate::calendar::{CalendarCourse, generate_gcal_url, generate_ics};
+use crate::data::models::DbMeetingTime;
+use crate::state::AppState;
+
+/// Fetch course + meeting times, build a `CalendarCourse`.
+async fn load_calendar_course(
+    state: &AppState,
+    term: &str,
+    crn: &str,
+) -> Result<(CalendarCourse, Vec<DbMeetingTime>), (StatusCode, String)> {
+    let course = crate::data::courses::get_course_by_crn(&state.db_pool, crn, term)
+        .await
+        .map_err(|e| {
+            tracing::error!(error = %e, "Calendar: course lookup failed");
+            (
+                StatusCode::INTERNAL_SERVER_ERROR,
+                "Lookup failed".to_string(),
+            )
+        })?
+        .ok_or_else(|| (StatusCode::NOT_FOUND, "Course not found".to_string()))?;
+
+    let instructors = crate::data::courses::get_course_instructors(&state.db_pool, course.id)
+        .await
+        .unwrap_or_default();
+
+    let primary_instructor = instructors
+        .iter()
+        .find(|i| i.is_primary)
+        .or(instructors.first())
+        .map(|i| i.display_name.clone());
+
+    let meeting_times: Vec<DbMeetingTime> =
+        serde_json::from_value(course.meeting_times.clone()).unwrap_or_default();
+
+    let cal_course = CalendarCourse {
+        crn: course.crn.clone(),
+        subject: course.subject.clone(),
+        course_number: course.course_number.clone(),
+        title: course.title.clone(),
+        sequence_number: course.sequence_number.clone(),
+        primary_instructor,
+    };
+
+    Ok((cal_course, meeting_times))
+}
+
+/// `GET /api/courses/{term}/{crn}/calendar.ics`
+///
+/// Returns an ICS file download for the course.
+pub async fn course_ics(
+    State(state): State<AppState>,
+    Path((term, crn)): Path<(String, String)>,
+) -> Result<Response, (StatusCode, String)> {
+    let (cal_course, meeting_times) = load_calendar_course(&state, &term, &crn).await?;
+
+    if meeting_times.is_empty() {
+        return Err((
+            StatusCode::NOT_FOUND,
+            "No meeting times found for this course".to_string(),
+        ));
+    }
+
+    let result = generate_ics(&cal_course, &meeting_times).map_err(|e| {
+        tracing::error!(error = %e, "ICS generation failed");
+        (
+            StatusCode::INTERNAL_SERVER_ERROR,
+            "Failed to generate ICS file".to_string(),
+        )
+    })?;
+
+    let response = (
+        [
+            (header::CONTENT_TYPE, "text/calendar; charset=utf-8"),
+            (
+                header::CONTENT_DISPOSITION,
+                &format!("attachment; filename=\"{}\"", result.filename),
+            ),
+            (header::CACHE_CONTROL, "no-cache"),
+        ],
+        result.content,
+    )
+        .into_response();
+
+    Ok(response)
+}
+
+/// `GET /api/courses/{term}/{crn}/gcal`
+///
+/// Redirects to Google Calendar with a pre-filled event for the first meeting time.
+/// If multiple meeting times exist, uses the first one with scheduled days/times.
+pub async fn course_gcal(
+    State(state): State<AppState>,
+    Path((term, crn)): Path<(String, String)>,
+) -> Result<Response, (StatusCode, String)> {
+    let (cal_course, meeting_times) = load_calendar_course(&state, &term, &crn).await?;
+
+    if meeting_times.is_empty() {
+        return Err((
+            StatusCode::NOT_FOUND,
+            "No meeting times found for this course".to_string(),
+        ));
+    }
+
+    // Prefer the first meeting time that has actual days/times scheduled
+    let mt = meeting_times
+        .iter()
+        .find(|mt| {
+            mt.begin_time.is_some()
+                && (mt.monday
+                    || mt.tuesday
+                    || mt.wednesday
+                    || mt.thursday
+                    || mt.friday
+                    || mt.saturday
+                    || mt.sunday)
+        })
+        .unwrap_or(&meeting_times[0]);
+
+    let url = generate_gcal_url(&cal_course, mt).map_err(|e| {
+        tracing::error!(error = %e, "Google Calendar URL generation failed");
+        (
+            StatusCode::INTERNAL_SERVER_ERROR,
+            "Failed to generate Google Calendar URL".to_string(),
+        )
+    })?;
+
+    Ok(Redirect::temporary(&url).into_response())
+}

src/web/mod.rs

@@ -2,9 +2,11 @@
 
 pub mod admin;
 pub mod admin_rmp;
+pub mod admin_scraper;
 #[cfg(feature = "embed-assets")]
 pub mod assets;
 pub mod auth;
+pub mod calendar;
 #[cfg(feature = "embed-assets")]
 pub mod encoding;
 pub mod extractors;

src/web/routes.rs

@@ -11,7 +11,9 @@ use axum::{
 
 use crate::web::admin;
 use crate::web::admin_rmp;
+use crate::web::admin_scraper;
 use crate::web::auth::{self, AuthConfig};
+use crate::web::calendar;
 use crate::web::ws;
 #[cfg(feature = "embed-assets")]
 use axum::{
@@ -44,6 +46,11 @@ pub fn create_router(app_state: AppState, auth_config: AuthConfig) -> Router {
         .route("/metrics", get(metrics))
         .route("/courses/search", get(search_courses))
         .route("/courses/{term}/{crn}", get(get_course))
+        .route(
+            "/courses/{term}/{crn}/calendar.ics",
+            get(calendar::course_ics),
+        )
+        .route("/courses/{term}/{crn}/gcal", get(calendar::course_gcal))
         .route("/terms", get(get_terms))
         .route("/subjects", get(get_subjects))
         .route("/reference/{category}", get(get_reference))
@@ -86,6 +93,19 @@ pub fn create_router(app_state: AppState, auth_config: AuthConfig) -> Router {
             post(admin_rmp::unmatch_instructor),
         )
         .route("/admin/rmp/rescore", post(admin_rmp::rescore))
+        .route("/admin/scraper/stats", get(admin_scraper::scraper_stats))
+        .route(
+            "/admin/scraper/timeseries",
+            get(admin_scraper::scraper_timeseries),
+        )
+        .route(
+            "/admin/scraper/subjects",
+            get(admin_scraper::scraper_subjects),
+        )
+        .route(
+            "/admin/scraper/subjects/{subject}",
+            get(admin_scraper::scraper_subject_detail),
+        )
         .with_state(app_state);
 
     let mut router = Router::new()

web/bun.lock

@@ -10,6 +10,7 @@
         "d3-shape": "^3.2.0",
         "d3-time-format": "^4.1.0",
         "date-fns": "^4.1.0",
+        "layerchart": "^1.0.13",
         "overlayscrollbars": "^2.14.0",
         "overlayscrollbars-svelte": "^0.5.5",
       },
@@ -40,6 +41,8 @@
     },
   },
   "packages": {
+    "@alloc/quick-lru": ["@alloc/quick-lru@5.2.0", "", {}, "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw=="],
+
     "@asamuzakjp/css-color": ["@asamuzakjp/css-color@3.2.0", "", { "dependencies": { "@csstools/css-calc": "^2.1.3", "@csstools/css-color-parser": "^3.0.9", "@csstools/css-parser-algorithms": "^3.0.4", "@csstools/css-tokenizer": "^3.0.3", "lru-cache": "^10.4.3" } }, "sha512-K1A6z8tS3XsmCMM86xoWdn7Fkdn9m6RSVtocUrJYIwZnFVkng/PvkEoWtOWmP+Scc6saYWHWZYbndEEXxl24jw=="],
 
     "@biomejs/biome": ["@biomejs/biome@1.9.4", "", { "optionalDependencies": { "@biomejs/cli-darwin-arm64": "1.9.4", "@biomejs/cli-darwin-x64": "1.9.4", "@biomejs/cli-linux-arm64": "1.9.4", "@biomejs/cli-linux-arm64-musl": "1.9.4", "@biomejs/cli-linux-x64": "1.9.4", "@biomejs/cli-linux-x64-musl": "1.9.4", "@biomejs/cli-win32-arm64": "1.9.4", "@biomejs/cli-win32-x64": "1.9.4" }, "bin": { "biome": "bin/biome" } }, "sha512-1rkd7G70+o9KkTn5KLmDYXihGoTaIGO9PIIN2ZB7UJxFrWw04CZHPYiMRjYsaDvVV7hP1dYNRLxSANLaBFGpog=="],
@@ -70,6 +73,10 @@
 
     "@csstools/css-tokenizer": ["@csstools/css-tokenizer@3.0.4", "", {}, "sha512-Vd/9EVDiu6PPJt9yAh6roZP6El1xHrdvIVGjyBsHR0RYwNHgL7FJPyIIW4fANJNG6FtyZfvlRPpFI4ZM/lubvw=="],
 
+    "@dagrejs/dagre": ["@dagrejs/dagre@1.1.8", "", { "dependencies": { "@dagrejs/graphlib": "2.2.4" } }, "sha512-5SEDlndt4W/LaVzPYJW+bSmSEZc9EzTf8rJ20WCKvjS5EAZAN0b+x0Yww7VMT4R3Wootkg+X9bUfUxazYw6Blw=="],
+
+    "@dagrejs/graphlib": ["@dagrejs/graphlib@2.2.4", "", {}, "sha512-mepCf/e9+SKYy1d02/UkvSy6+6MoyXhVxP8lLDfA7BPE1X1d4dR0sZznmbM8/XVJ1GPM+Svnx7Xj6ZweByWUkw=="],
+
     "@esbuild/aix-ppc64": ["@esbuild/aix-ppc64@0.25.12", "", { "os": "aix", "cpu": "ppc64" }, "sha512-Hhmwd6CInZ3dwpuGTF8fJG6yoWmsToE+vYgD4nytZVxcu1ulHpUQRAB1UJ8+N1Am3Mz4+xOByoQoSZf4D+CpkA=="],
 
     "@esbuild/android-arm": ["@esbuild/android-arm@0.25.12", "", { "os": "android", "cpu": "arm" }, "sha512-VJ+sKvNA/GE7Ccacc9Cha7bpS8nyzVv0jdVgwNDaR4gDMC/2TTRc33Ip8qrNYUcpkOHUT5OZ0bUcNNVZQ9RLlg=="],
@@ -144,8 +151,22 @@
 
     "@jridgewell/trace-mapping": ["@jridgewell/trace-mapping@0.3.31", "", { "dependencies": { "@jridgewell/resolve-uri": "^3.1.0", "@jridgewell/sourcemap-codec": "^1.4.14" } }, "sha512-zzNR+SdQSDJzc8joaeP8QQoCQr8NuYx2dIIytl1QeBEZHJ9uW6hebsrYgbz8hJwUQao3TWCMtmfV8Nu1twOLAw=="],
 
+    "@layerstack/svelte-actions": ["@layerstack/svelte-actions@1.0.1", "", { "dependencies": { "@floating-ui/dom": "^1.6.13", "@layerstack/utils": "1.0.1", "d3-array": "^3.2.4", "d3-scale": "^4.0.2", "date-fns": "^4.1.0", "lodash-es": "^4.17.21" } }, "sha512-Tv8B3TeT7oaghx0R0I4avnSdfAT6GxEK+StL8k/hEaa009iNOIGFl3f76kfvNvPioQHAMFGtnWGLPHfsfD41nQ=="],
+
+    "@layerstack/svelte-stores": ["@layerstack/svelte-stores@1.0.2", "", { "dependencies": { "@layerstack/utils": "1.0.1", "d3-array": "^3.2.4", "date-fns": "^4.1.0", "immer": "^10.1.1", "lodash-es": "^4.17.21", "zod": "^3.24.2" } }, "sha512-IxK0UKD0PVxg1VsyaR+n7NyJ+NlvyqvYYAp+J10lkjDQxm0yx58CaF2LBV08T22C3aY1iTlqJaatn/VHV4SoQg=="],
+
+    "@layerstack/tailwind": ["@layerstack/tailwind@1.0.1", "", { "dependencies": { "@layerstack/utils": "^1.0.1", "clsx": "^2.1.1", "culori": "^4.0.1", "d3-array": "^3.2.4", "date-fns": "^4.1.0", "lodash-es": "^4.17.21", "tailwind-merge": "^2.5.4", "tailwindcss": "^3.4.15" } }, "sha512-nlshEkUCfaV0zYzrFXVVYRnS8bnBjs4M7iui6l/tu6NeBBlxDivIyRraJkdYGCSL1lZHi6FqacLQ3eerHtz90A=="],
+
+    "@layerstack/utils": ["@layerstack/utils@1.0.1", "", { "dependencies": { "d3-array": "^3.2.4", "date-fns": "^4.1.0", "lodash-es": "^4.17.21" } }, "sha512-sWP9b+SFMkJYMZyYFI01aLxbg2ZUrix6Tv+BCDmeOrcLNxtWFsMYAomMhALzTMHbb+Vis/ua5vXhpdNXEw8a2Q=="],
+
     "@lucide/svelte": ["@lucide/svelte@0.563.1", "", { "peerDependencies": { "svelte": "^5" } }, "sha512-Kt+MbnE5D9RsuI/csmf7M+HWxALe57x3A0DhQ8pPnnUpneh7zuldrYjlT+veWtk+tVnp5doQtaAAxLujzIlhBw=="],
 
+    "@nodelib/fs.scandir": ["@nodelib/fs.scandir@2.1.5", "", { "dependencies": { "@nodelib/fs.stat": "2.0.5", "run-parallel": "^1.1.9" } }, "sha512-vq24Bq3ym5HEQm2NKCr3yXDwjc7vTsEThRDnkp2DK9p1uqLR+DHurm/NOTo0KG7HYHU7eppKZj3MyqYuMBf62g=="],
+
+    "@nodelib/fs.stat": ["@nodelib/fs.stat@2.0.5", "", {}, "sha512-RkhPPp2zrqDAQA/2jNhnztcPAlv64XdhIp7a7454A5ovI7Bukxgt7MX7udwAu3zg1DcpPU0rz3VV1SeaqvY4+A=="],
+
+    "@nodelib/fs.walk": ["@nodelib/fs.walk@1.2.8", "", { "dependencies": { "@nodelib/fs.scandir": "2.1.5", "fastq": "^1.6.0" } }, "sha512-oGB+UxlgWcgQkgwo8GcEGwemoTFt3FIO9ababBmaGwXIoBKZ+GTy0pP185beGg7Llih/NSHSV2XAs1lnznocSg=="],
+
     "@polka/url": ["@polka/url@1.0.0-next.29", "", {}, "sha512-wwQAWhWSuHaag8c4q/KN/vCoeOJYshAIvMQwD4GpSb3OiZklFfvAgmj0VCBBImRpuF/aFgIRzllXlVX93Jevww=="],
 
     "@rollup/rollup-android-arm-eabi": ["@rollup/rollup-android-arm-eabi@4.57.0", "", { "os": "android", "cpu": "arm" }, "sha512-tPgXB6cDTndIe1ah7u6amCI1T0SsnlOuKgg10Xh3uizJk4e5M1JGaUMk7J4ciuAUcFpbOiNhm2XIjP9ON0dUqA=="],
@@ -282,16 +303,28 @@
 
     "agent-base": ["agent-base@7.1.4", "", {}, "sha512-MnA+YT8fwfJPgBx3m60MNqakm30XOkyIoH1y6huTQvC0PwZG7ki8NacLBcrPbNoo8vEZy7Jpuk7+jMO+CUovTQ=="],
 
+    "any-promise": ["any-promise@1.3.0", "", {}, "sha512-7UvmKalWRt1wgjL1RrGxoSJW/0QZFIegpeGvZG9kjp8vrRu55XTHbwnqq2GpXm9uLbcuhxm3IqX9OB4MZR1b2A=="],
+
+    "anymatch": ["anymatch@3.1.3", "", { "dependencies": { "normalize-path": "^3.0.0", "picomatch": "^2.0.4" } }, "sha512-KMReFUr0B4t+D+OBkjR3KYqvocp2XaSzO55UcB6mgQMd3KbcE+mWTyvVV7D/zsdEbNnV6acZUutkiHQXvTr1Rw=="],
+
+    "arg": ["arg@5.0.2", "", {}, "sha512-PYjyFOLKQ9y57JvQ6QLo8dAgNqswh8M1RMJYdQduT6xbWSgK36P/Z/v+p888pM69jMMfS8Xd8F6I1kQ/I9HUGg=="],
+
     "aria-query": ["aria-query@5.3.2", "", {}, "sha512-COROpnaoap1E2F000S62r6A60uHZnmlvomhfyT2DlTcrY1OrBKn2UhH7qn5wTC9zMvD0AY7csdPSNwKP+7WiQw=="],
 
     "assertion-error": ["assertion-error@2.0.1", "", {}, "sha512-Izi8RQcffqCeNVgFigKli1ssklIbpHnCYc6AknXGYoB6grJqyeby7jv12JUQgmTAnIDnbck1uxksT4dzN3PWBA=="],
 
     "axobject-query": ["axobject-query@4.1.0", "", {}, "sha512-qIj0G9wZbMGNLjLmg1PT6v2mE9AH2zlnADJD/2tC6E00hgmhUOfEB6greHPAfLRSufHqROIUTkw6E+M3lH0PTQ=="],
 
+    "binary-extensions": ["binary-extensions@2.3.0", "", {}, "sha512-Ceh+7ox5qe7LJuLHoY0feh3pHuUDHAcRUeyL2VYghZwfpkNIy/+8Ocg0a3UuSoYzavmylwuLWQOf3hl0jjMMIw=="],
+
     "bits-ui": ["bits-ui@1.8.0", "", { "dependencies": { "@floating-ui/core": "^1.6.4", "@floating-ui/dom": "^1.6.7", "@internationalized/date": "^3.5.6", "css.escape": "^1.5.1", "esm-env": "^1.1.2", "runed": "^0.23.2", "svelte-toolbelt": "^0.7.1", "tabbable": "^6.2.0" }, "peerDependencies": { "svelte": "^5.11.0" } }, "sha512-CXD6Orp7l8QevNDcRPLXc/b8iMVgxDWT2LyTwsdLzJKh9CxesOmPuNePSPqAxKoT59FIdU4aFPS1k7eBdbaCxg=="],
 
+    "braces": ["braces@3.0.3", "", { "dependencies": { "fill-range": "^7.1.1" } }, "sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA=="],
+
     "cac": ["cac@6.7.14", "", {}, "sha512-b6Ilus+c3RrdDk+JhLKUAQfzzgLEPy6wcXqS7f/xe1EETvsDP6GORG7SFuOs6cID5YkqchW/LXZbX5bc8j7ZcQ=="],
 
+    "camelcase-css": ["camelcase-css@2.0.1", "", {}, "sha512-QOSvevhslijgYwRx6Rv7zKdMF8lbRmx+uQGx2+vDc+KI/eBnsy9kit5aj23AgGu3pa4t9AgwbnXWqS+iOY+2aA=="],
+
     "chai": ["chai@5.3.3", "", { "dependencies": { "assertion-error": "^2.0.1", "check-error": "^2.1.1", "deep-eql": "^5.0.1", "loupe": "^3.1.0", "pathval": "^2.0.0" } }, "sha512-4zNhdJD/iOjSH0A05ea+Ke6MU5mmpQcbQsSOkgdaUMJ9zTlDTD/GYlwohmIE2u0gaxHYiVHEn1Fw9mZ/ktJWgw=="],
 
     "check-error": ["check-error@2.1.3", "", {}, "sha512-PAJdDJusoxnwm1VwW07VWwUN1sl7smmC3OKggvndJFadxxDRyFJBX/ggnu/KE4kQAB7a3Dp8f/YXC1FlUprWmA=="],
@@ -300,30 +333,66 @@
 
     "clsx": ["clsx@2.1.1", "", {}, "sha512-eYm0QWBtUrBWZWG0d386OGAw16Z995PiOVo2B7bjWSbHedGl5e0ZWaq65kOGgUSNesEIDkB9ISbTg/JK9dhCZA=="],
 
+    "commander": ["commander@7.2.0", "", {}, "sha512-QrWXB+ZQSVPmIWIhtEO9H+gwHaMGYiF5ChvoJ+K9ZGHG/sVsa6yiesAD1GC/x46sET00Xlwo1u49RVVVzvcSkw=="],
+
     "cookie": ["cookie@0.6.0", "", {}, "sha512-U71cyTamuh1CRNCfpGY6to28lxvNwPG4Guz/EVjgf3Jmzv0vlDp1atT9eS5dDjMYHucpHbWns6Lwf3BKz6svdw=="],
 
     "css.escape": ["css.escape@1.5.1", "", {}, "sha512-YUifsXXuknHlUsmlgyY0PKzgPOr7/FjCePfHNt0jxm83wHZi44VDMQ7/fGNkjY3/jV1MC+1CmZbaHzugyeRtpg=="],
 
+    "cssesc": ["cssesc@3.0.0", "", { "bin": { "cssesc": "bin/cssesc" } }, "sha512-/Tb/JcjK111nNScGob5MNtsntNM1aCNUDipB/TkwZFhyDrrE47SOx/18wF2bbjgc3ZzCSKW1T5nt5EbFoAz/Vg=="],
+
     "cssstyle": ["cssstyle@4.6.0", "", { "dependencies": { "@asamuzakjp/css-color": "^3.2.0", "rrweb-cssom": "^0.8.0" } }, "sha512-2z+rWdzbbSZv6/rhtvzvqeZQHrBaqgogqt85sqFNbabZOuFbCVFb8kPeEtZjiKkbrm395irpNKiYeFeLiQnFPg=="],
 
+    "culori": ["culori@4.0.2", "", {}, "sha512-1+BhOB8ahCn4O0cep0Sh2l9KCOfOdY+BXJnKMHFFzDEouSr/el18QwXEMRlOj9UY5nCeA8UN3a/82rUWRBeyBw=="],
+
     "d3-array": ["d3-array@3.2.4", "", { "dependencies": { "internmap": "1 - 2" } }, "sha512-tdQAmyA18i4J7wprpYq8ClcxZy3SC31QMeByyCFyRt7BVHdREQZ5lpzoe5mFEYZUWe+oq8HBvk9JjpibyEV4Jg=="],
 
     "d3-color": ["d3-color@3.1.0", "", {}, "sha512-zg/chbXyeBtMQ1LbD/WSoW2DpC3I0mpmPdW+ynRTj/x2DAWYrIY7qeZIHidozwV24m4iavr15lNwIwLxRmOxhA=="],
 
+    "d3-delaunay": ["d3-delaunay@6.0.4", "", { "dependencies": { "delaunator": "5" } }, "sha512-mdjtIZ1XLAM8bm/hx3WwjfHt6Sggek7qH043O8KEjDXN40xi3vx/6pYSVTwLjEgiXQTbvaouWKynLBiUZ6SK6A=="],
+
+    "d3-dispatch": ["d3-dispatch@3.0.1", "", {}, "sha512-rzUyPU/S7rwUflMyLc1ETDeBj0NRuHKKAcvukozwhshr6g6c5d8zh4c2gQjY2bZ0dXeGLWc1PF174P2tVvKhfg=="],
+
+    "d3-dsv": ["d3-dsv@3.0.1", "", { "dependencies": { "commander": "7", "iconv-lite": "0.6", "rw": "1" }, "bin": { "csv2json": "bin/dsv2json.js", "csv2tsv": "bin/dsv2dsv.js", "dsv2dsv": "bin/dsv2dsv.js", "dsv2json": "bin/dsv2json.js", "json2csv": "bin/json2dsv.js", "json2dsv": "bin/json2dsv.js", "json2tsv": "bin/json2dsv.js", "tsv2csv": "bin/dsv2dsv.js", "tsv2json": "bin/dsv2json.js" } }, "sha512-UG6OvdI5afDIFP9w4G0mNq50dSOsXHJaRE8arAS5o9ApWnIElp8GZw1Dun8vP8OyHOZ/QJUKUJwxiiCCnUwm+Q=="],
+
+    "d3-force": ["d3-force@3.0.0", "", { "dependencies": { "d3-dispatch": "1 - 3", "d3-quadtree": "1 - 3", "d3-timer": "1 - 3" } }, "sha512-zxV/SsA+U4yte8051P4ECydjD/S+qeYtnaIyAs9tgHCqfguma/aAQDjo85A9Z6EKhBirHRJHXIgJUlffT4wdLg=="],
+
     "d3-format": ["d3-format@3.1.2", "", {}, "sha512-AJDdYOdnyRDV5b6ArilzCPPwc1ejkHcoyFarqlPqT7zRYjhavcT3uSrqcMvsgh2CgoPbK3RCwyHaVyxYcP2Arg=="],
 
+    "d3-geo": ["d3-geo@3.1.1", "", { "dependencies": { "d3-array": "2.5.0 - 3" } }, "sha512-637ln3gXKXOwhalDzinUgY83KzNWZRKbYubaG+fGVuc/dxO64RRljtCTnf5ecMyE1RIdtqpkVcq0IbtU2S8j2Q=="],
+
+    "d3-geo-voronoi": ["d3-geo-voronoi@2.1.0", "", { "dependencies": { "d3-array": "3", "d3-delaunay": "6", "d3-geo": "3", "d3-tricontour": "1" } }, "sha512-kqE4yYuOjPbKdBXG0xztCacPwkVSK2REF1opSNrnqqtXJmNcM++UbwQ8SxvwP6IQTj9RvIjjK4qeiVsEfj0Z2Q=="],
+
+    "d3-hierarchy": ["d3-hierarchy@3.1.2", "", {}, "sha512-FX/9frcub54beBdugHjDCdikxThEqjnR93Qt7PvQTOHxyiNCAlvMrHhclk3cD5VeAaq9fxmfRp+CnWw9rEMBuA=="],
+
     "d3-interpolate": ["d3-interpolate@3.0.1", "", { "dependencies": { "d3-color": "1 - 3" } }, "sha512-3bYs1rOD33uo8aqJfKP3JWPAibgw8Zm2+L9vBKEHJ2Rg+viTR7o5Mmv5mZcieN+FRYaAOWX5SJATX6k1PWz72g=="],
 
+    "d3-interpolate-path": ["d3-interpolate-path@2.3.0", "", {}, "sha512-tZYtGXxBmbgHsIc9Wms6LS5u4w6KbP8C09a4/ZYc4KLMYYqub57rRBUgpUr2CIarIrJEpdAWWxWQvofgaMpbKQ=="],
+
     "d3-path": ["d3-path@3.1.0", "", {}, "sha512-p3KP5HCf/bvjBSSKuXid6Zqijx7wIfNW+J/maPs+iwR35at5JCbLUT0LzF1cnjbCHWhqzQTIN2Jpe8pRebIEFQ=="],
 
+    "d3-quadtree": ["d3-quadtree@3.0.1", "", {}, "sha512-04xDrxQTDTCFwP5H6hRhsRcb9xxv2RzkcsygFzmkSIOJy3PeRJP7sNk3VRIbKXcog561P9oU0/rVH6vDROAgUw=="],
+
+    "d3-random": ["d3-random@3.0.1", "", {}, "sha512-FXMe9GfxTxqd5D6jFsQ+DJ8BJS4E/fT5mqqdjovykEB2oFbTMDVdg1MGFxfQW+FBOGoB++k8swBrgwSHT1cUXQ=="],
+
+    "d3-sankey": ["d3-sankey@0.12.3", "", { "dependencies": { "d3-array": "1 - 2", "d3-shape": "^1.2.0" } }, "sha512-nQhsBRmM19Ax5xEIPLMY9ZmJ/cDvd1BG3UVvt5h3WRxKg5zGRbvnteTyWAbzeSvlh3tW7ZEmq4VwR5mB3tutmQ=="],
+
     "d3-scale": ["d3-scale@4.0.2", "", { "dependencies": { "d3-array": "2.10.0 - 3", "d3-format": "1 - 3", "d3-interpolate": "1.2.0 - 3", "d3-time": "2.1.1 - 3", "d3-time-format": "2 - 4" } }, "sha512-GZW464g1SH7ag3Y7hXjf8RoUuAFIqklOAq3MRl4OaWabTFJY9PN/E1YklhXLh+OQ3fM9yS2nOkCoS+WLZ6kvxQ=="],
 
+    "d3-scale-chromatic": ["d3-scale-chromatic@3.1.0", "", { "dependencies": { "d3-color": "1 - 3", "d3-interpolate": "1 - 3" } }, "sha512-A3s5PWiZ9YCXFye1o246KoscMWqf8BsD9eRiJ3He7C9OBaxKhAd5TFCdEx/7VbKtxxTsu//1mMJFrEt572cEyQ=="],
+
     "d3-shape": ["d3-shape@3.2.0", "", { "dependencies": { "d3-path": "^3.1.0" } }, "sha512-SaLBuwGm3MOViRq2ABk3eLoxwZELpH6zhl3FbAoJ7Vm1gofKx6El1Ib5z23NUEhF9AsGl7y+dzLe5Cw2AArGTA=="],
 
+    "d3-tile": ["d3-tile@1.0.0", "", {}, "sha512-79fnTKpPMPDS5xQ0xuS9ir0165NEwwkFpe/DSOmc2Gl9ldYzKKRDWogmTTE8wAJ8NA7PMapNfEcyKhI9Lxdu5Q=="],
+
     "d3-time": ["d3-time@3.1.0", "", { "dependencies": { "d3-array": "2 - 3" } }, "sha512-VqKjzBLejbSMT4IgbmVgDjpkYrNWUYJnbCGo874u7MMKIWsILRX+OpX/gTk8MqjpT1A/c6HY2dCA77ZN0lkQ2Q=="],
 
     "d3-time-format": ["d3-time-format@4.1.0", "", { "dependencies": { "d3-time": "1 - 3" } }, "sha512-dJxPBlzC7NugB2PDLwo9Q8JiTR3M3e4/XANkreKSUxF8vvXKqm1Yfq4Q5dl8budlunRVlUUaDUgFt7eA8D6NLg=="],
 
+    "d3-timer": ["d3-timer@3.0.1", "", {}, "sha512-ndfJ/JxxMd3nw31uyKoY2naivF+r29V+Lc0svZxe1JvvIRmi8hUsrMvdOwgS1o6uBHmiz91geQ0ylPP0aj1VUA=="],
+
+    "d3-tricontour": ["d3-tricontour@1.1.0", "", { "dependencies": { "d3-delaunay": "6", "d3-scale": "4" } }, "sha512-G7gHKj89n2owmkGb6WX6ixcnQ0Kf/0wpa9VIh9DGdbHu8wdrlaHU4ir3/bFNERl8N8nn4G7e7qbtBG8N9caihQ=="],
+
     "data-urls": ["data-urls@5.0.0", "", { "dependencies": { "whatwg-mimetype": "^4.0.0", "whatwg-url": "^14.0.0" } }, "sha512-ZYP5VBHshaDAiVZxjbRVcFJpc+4xGgT0bK3vzy1HLN8jTO975HEbuYzZJcHoQEY5K1a0z8YayJkyVETa08eNTg=="],
 
     "date-fns": ["date-fns@4.1.0", "", {}, "sha512-Ukq0owbQXxa/U3EGtsdVBkR1w7KOQ5gIBqdH2hkvknzZPYvBxb/aa6E8L7tmjFtkwZBu3UXBbjIgPo/Ez4xaNg=="],
@@ -336,10 +405,16 @@
 
     "deepmerge": ["deepmerge@4.3.1", "", {}, "sha512-3sUqbMEc77XqpdNO7FRyRog+eW3ph+GYCbj+rK+uYyRMuwsVy0rMiVtPn+QJlKFvWP/1PYpapqYn0Me2knFn+A=="],
 
+    "delaunator": ["delaunator@5.0.1", "", { "dependencies": { "robust-predicates": "^3.0.2" } }, "sha512-8nvh+XBe96aCESrGOqMp/84b13H9cdKbG5P2ejQCh4d4sK9RL4371qou9drQjMhvnPmhWl5hnmqbEE0fXr9Xnw=="],
+
     "detect-libc": ["detect-libc@2.1.2", "", {}, "sha512-Btj2BOOO83o3WyH59e8MgXsxEQVcarkUOpEYrubB0urwnN10yQ364rsiByU11nZlqWYZm05i/of7io4mzihBtQ=="],
 
     "devalue": ["devalue@5.6.2", "", {}, "sha512-nPRkjWzzDQlsejL1WVifk5rvcFi/y1onBRxjaFMjZeR9mFpqu2gmAZ9xUB9/IEanEP/vBtGeGganC/GO1fmufg=="],
 
+    "didyoumean": ["didyoumean@1.2.2", "", {}, "sha512-gxtyfqMg7GKyhQmb056K7M3xszy/myH8w+B4RT+QXBQsvAOdc3XymqDDPHx1BgPgsdAA5SIifona89YtRATDzw=="],
+
+    "dlv": ["dlv@1.1.3", "", {}, "sha512-+HlytyjlPKnIG8XuRG8WvmBP8xs8P71y+SKKS6ZXWoEgLuePxtDoUEiH7WkdePWrQ5JBpE6aoVqfZfJUQkjXwA=="],
+
     "enhanced-resolve": ["enhanced-resolve@5.18.4", "", { "dependencies": { "graceful-fs": "^4.2.4", "tapable": "^2.2.0" } }, "sha512-LgQMM4WXU3QI+SYgEc2liRgznaD5ojbmY3sb8LxyguVkIg5FxdpTkvk72te2R38/TGKxH634oLxXRGY6d7AP+Q=="],
 
     "entities": ["entities@6.0.1", "", {}, "sha512-aN97NXWF6AWBTahfVOIrB/NShkzi5H7F9r1s9mD3cDj4Ko5f2qhhVoYMibXF7GlLveb/D2ioWay8lxI97Ven3g=="],
@@ -356,12 +431,24 @@
 
     "expect-type": ["expect-type@1.3.0", "", {}, "sha512-knvyeauYhqjOYvQ66MznSMs83wmHrCycNEN6Ao+2AeYEfxUIkuiVxdEa1qlGEPK+We3n0THiDciYSsCcgW/DoA=="],
 
+    "fast-glob": ["fast-glob@3.3.3", "", { "dependencies": { "@nodelib/fs.stat": "^2.0.2", "@nodelib/fs.walk": "^1.2.3", "glob-parent": "^5.1.2", "merge2": "^1.3.0", "micromatch": "^4.0.8" } }, "sha512-7MptL8U0cqcFdzIzwOTHoilX9x5BrNqye7Z/LuC7kCMRio1EMSyqRK3BEAUD7sXRq4iT4AzTVuZdhgQ2TCvYLg=="],
+
+    "fastq": ["fastq@1.20.1", "", { "dependencies": { "reusify": "^1.0.4" } }, "sha512-GGToxJ/w1x32s/D2EKND7kTil4n8OVk/9mycTc4VDza13lOvpUZTGX3mFSCtV9ksdGBVzvsyAVLM6mHFThxXxw=="],
+
     "fdir": ["fdir@6.5.0", "", { "peerDependencies": { "picomatch": "^3 || ^4" }, "optionalPeers": ["picomatch"] }, "sha512-tIbYtZbucOs0BRGqPJkshJUYdL+SDH7dVM8gjy+ERp3WAUjLEFJE+02kanyHtwjWOnwrKYBiwAmM0p4kLJAnXg=="],
 
+    "fill-range": ["fill-range@7.1.1", "", { "dependencies": { "to-regex-range": "^5.0.1" } }, "sha512-YsGpe3WHLK8ZYi4tWDg2Jy3ebRz2rXowDxnld4bkQB00cc/1Zw9AWnC0i9ztDJitivtQvaI9KaLyKrc+hBW0yg=="],
+
     "fsevents": ["fsevents@2.3.3", "", { "os": "darwin" }, "sha512-5xoDfX+fL7faATnagmWPpbFtwh/R77WmMMqqHGS65C3vvB0YHrgF+B1YmZ3441tMj5n63k0212XNoJwzlhffQw=="],
 
+    "function-bind": ["function-bind@1.1.2", "", {}, "sha512-7XHNxH7qX9xG5mIwxkhumTox/MIRNcOgDrxWsMt2pAr23WHp6MrRlN7FBSFpCpr+oVO0F744iUgR82nJMfG2SA=="],
+
+    "glob-parent": ["glob-parent@6.0.2", "", { "dependencies": { "is-glob": "^4.0.3" } }, "sha512-XxwI8EOhVQgWp6iDL+3b0r86f4d6AX6zSU55HfB4ydCEuXLXc5FcYeOu+nnGftS4TEju/11rt4KJPTMgbfmv4A=="],
+
     "graceful-fs": ["graceful-fs@4.2.11", "", {}, "sha512-RbJ5/jmFcNNCcDV5o9eTnBLJ/HszWV0P73bc+Ff4nS/rJj+YaS6IGyiOL0VoBYX+l1Wrl3k63h/KrH+nhJ0XvQ=="],
 
+    "hasown": ["hasown@2.0.2", "", { "dependencies": { "function-bind": "^1.1.2" } }, "sha512-0hJU9SCPvmMzIBdZFqNPXWa6dqh7WdH0cII9y+CyS8rG3nL48Bclra9HmKhVVUHyPWNH5Y7xDwAB7bfgSjkUMQ=="],
+
     "html-encoding-sniffer": ["html-encoding-sniffer@4.0.0", "", { "dependencies": { "whatwg-encoding": "^3.1.1" } }, "sha512-Y22oTqIU4uuPgEemfz7NDJz6OeKf12Lsu+QC+s3BVpda64lTiMYCyGwg5ki4vFxkMwQdeZDl2adZoqUgdFuTgQ=="],
 
     "http-proxy-agent": ["http-proxy-agent@7.0.2", "", { "dependencies": { "agent-base": "^7.1.0", "debug": "^4.3.4" } }, "sha512-T1gkAiYYDWYx3V5Bmyu7HcfcvL7mUrTWiM6yOfa3PIphViJ/gFPbvidQ+veqSOHci/PxBcDabeUNCzpOODJZig=="],
@@ -370,10 +457,22 @@
 
     "iconv-lite": ["iconv-lite@0.6.3", "", { "dependencies": { "safer-buffer": ">= 2.1.2 < 3.0.0" } }, "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw=="],
 
+    "immer": ["immer@10.2.0", "", {}, "sha512-d/+XTN3zfODyjr89gM3mPq1WNX2B8pYsu7eORitdwyA2sBubnTl3laYlBk4sXY5FUa5qTZGBDPJICVbvqzjlbw=="],
+
     "inline-style-parser": ["inline-style-parser@0.2.7", "", {}, "sha512-Nb2ctOyNR8DqQoR0OwRG95uNWIC0C1lCgf5Naz5H6Ji72KZ8OcFZLz2P5sNgwlyoJ8Yif11oMuYs5pBQa86csA=="],
 
     "internmap": ["internmap@2.0.3", "", {}, "sha512-5Hh7Y1wQbvY5ooGgPbDaL5iYLAPzMTUrjMulskHLH6wnv/A+1q5rgEaiuqEjB+oxGXIVZs1FF+R/KPN3ZSQYYg=="],
 
+    "is-binary-path": ["is-binary-path@2.1.0", "", { "dependencies": { "binary-extensions": "^2.0.0" } }, "sha512-ZMERYes6pDydyuGidse7OsHxtbI7WVeUEozgR/g7rd0xUimYNlvZRE/K2MgZTjWy725IfelLeVcEM97mmtRGXw=="],
+
+    "is-core-module": ["is-core-module@2.16.1", "", { "dependencies": { "hasown": "^2.0.2" } }, "sha512-UfoeMA6fIJ8wTYFEUjelnaGI67v6+N7qXJEvQuIGa99l4xsCruSYOVSQ0uPANn4dAzm8lkYPaKLrrijLq7x23w=="],
+
+    "is-extglob": ["is-extglob@2.1.1", "", {}, "sha512-SbKbANkN603Vi4jEZv49LeVJMn4yGwsbzZworEoyEiutsN3nJYdbO36zfhGJ6QEDpOZIFkDtnq5JRxmvl3jsoQ=="],
+
+    "is-glob": ["is-glob@4.0.3", "", { "dependencies": { "is-extglob": "^2.1.1" } }, "sha512-xelSayHH36ZgE7ZWhli7pW34hNbNl8Ojv5KVmkJD4hBdD3th8Tfk9vYasLM+mXWOZhFkgZfxhLSnrwRr4elSSg=="],
+
+    "is-number": ["is-number@7.0.0", "", {}, "sha512-41Cifkg6e8TylSpdtTpeLVMqvSBEVzTttHvERD741+pnZ8ANv0004MRL43QKPDlK9cGvNp6NZWZUBlbGXYxxng=="],
+
     "is-potential-custom-element-name": ["is-potential-custom-element-name@1.0.1", "", {}, "sha512-bCYeRA2rVibKZd+s2625gGnGF/t7DSqDs4dP7CrLA1m7jKWz6pps0LpYLJN8Q64HtmPKJ1hrN3nzPNKFEKOUiQ=="],
 
     "is-reference": ["is-reference@3.0.3", "", { "dependencies": { "@types/estree": "^1.0.6" } }, "sha512-ixkJoqQvAP88E6wLydLGGqCJsrFUnqoH6HnaczB8XmDH1oaWU+xxdptvikTgaEhtZ53Ky6YXiBuUI2WXLMCwjw=="],
@@ -386,6 +485,10 @@
 
     "kleur": ["kleur@4.1.5", "", {}, "sha512-o+NO+8WrRiQEE4/7nwRJhN1HWpVmJm511pBHUxPLtp0BUISzlBplORYSmTclCnJvQq2tKu/sgl3xVpkc7ZWuQQ=="],
 
+    "layercake": ["layercake@8.4.3", "", { "dependencies": { "d3-array": "^3.2.4", "d3-color": "^3.1.0", "d3-scale": "^4.0.2", "d3-shape": "^3.2.0" }, "peerDependencies": { "svelte": "3 - 5 || >=5.0.0-next.120", "typescript": "^5.0.2" } }, "sha512-PZDduaPFxgHHkxlmsz5MVBECf6ZCT39DI3LgMVvuMwrmlrtlXwXUM/elJp46zHYzCE1j+cGyDuBDxnANv94tOQ=="],
+
+    "layerchart": ["layerchart@1.0.13", "", { "dependencies": { "@dagrejs/dagre": "^1.1.4", "@layerstack/svelte-actions": "^1.0.1", "@layerstack/svelte-stores": "^1.0.2", "@layerstack/tailwind": "^1.0.1", "@layerstack/utils": "^1.0.1", "d3-array": "^3.2.4", "d3-color": "^3.1.0", "d3-delaunay": "^6.0.4", "d3-dsv": "^3.0.1", "d3-force": "^3.0.0", "d3-geo": "^3.1.1", "d3-geo-voronoi": "^2.1.0", "d3-hierarchy": "^3.1.2", "d3-interpolate": "^3.0.1", "d3-interpolate-path": "^2.3.0", "d3-path": "^3.1.0", "d3-quadtree": "^3.0.1", "d3-random": "^3.0.1", "d3-sankey": "^0.12.3", "d3-scale": "^4.0.2", "d3-scale-chromatic": "^3.1.0", "d3-shape": "^3.2.0", "d3-tile": "^1.0.0", "d3-time": "^3.1.0", "date-fns": "^4.1.0", "layercake": "8.4.3", "lodash-es": "^4.17.21" }, "peerDependencies": { "svelte": "^3.56.0 || ^4.0.0 || ^5.0.0" } }, "sha512-bjcrfyTdHtfYZn7yj26dvA1qUjM+R6+akp2VeBJ4JWKmDGhb5WvT9nMCs52Rb+gSd/omFq5SjZLz49MqlVljZw=="],
+
     "lightningcss": ["lightningcss@1.30.2", "", { "dependencies": { "detect-libc": "^2.0.3" }, "optionalDependencies": { "lightningcss-android-arm64": "1.30.2", "lightningcss-darwin-arm64": "1.30.2", "lightningcss-darwin-x64": "1.30.2", "lightningcss-freebsd-x64": "1.30.2", "lightningcss-linux-arm-gnueabihf": "1.30.2", "lightningcss-linux-arm64-gnu": "1.30.2", "lightningcss-linux-arm64-musl": "1.30.2", "lightningcss-linux-x64-gnu": "1.30.2", "lightningcss-linux-x64-musl": "1.30.2", "lightningcss-win32-arm64-msvc": "1.30.2", "lightningcss-win32-x64-msvc": "1.30.2" } }, "sha512-utfs7Pr5uJyyvDETitgsaqSyjCb2qNRAtuqUeWIAKztsOYdcACf2KtARYXg2pSvhkt+9NfoaNY7fxjl6nuMjIQ=="],
 
     "lightningcss-android-arm64": ["lightningcss-android-arm64@1.30.2", "", { "os": "android", "cpu": "arm64" }, "sha512-BH9sEdOCahSgmkVhBLeU7Hc9DWeZ1Eb6wNS6Da8igvUwAe0sqROHddIlvU06q3WyXVEOYDZ6ykBZQnjTbmo4+A=="],
@@ -410,30 +513,50 @@
 
     "lightningcss-win32-x64-msvc": ["lightningcss-win32-x64-msvc@1.30.2", "", { "os": "win32", "cpu": "x64" }, "sha512-5g1yc73p+iAkid5phb4oVFMB45417DkRevRbt/El/gKXJk4jid+vPFF/AXbxn05Aky8PapwzZrdJShv5C0avjw=="],
 
+    "lilconfig": ["lilconfig@3.1.3", "", {}, "sha512-/vlFKAoH5Cgt3Ie+JLhRbwOsCQePABiU3tJ1egGvyQ+33R/vcwM2Zl2QR/LzjsBeItPt3oSVXapn+m4nQDvpzw=="],
+
+    "lines-and-columns": ["lines-and-columns@1.2.4", "", {}, "sha512-7ylylesZQ/PV29jhEDl3Ufjo6ZX7gCqJr5F7PKrqc93v7fzSymt1BpwEU8nAUXs8qzzvqhbjhK5QZg6Mt/HkBg=="],
+
     "locate-character": ["locate-character@3.0.0", "", {}, "sha512-SW13ws7BjaeJ6p7Q6CO2nchbYEc3X3J6WrmTTDto7yMPqVSZTUyY5Tjbid+Ab8gLnATtygYtiDIJGQRRn2ZOiA=="],
 
+    "lodash-es": ["lodash-es@4.17.23", "", {}, "sha512-kVI48u3PZr38HdYz98UmfPnXl2DXrpdctLrFLCd3kOx1xUkOmpFPx7gCWWM5MPkL/fD8zb+Ph0QzjGFs4+hHWg=="],
+
     "loupe": ["loupe@3.2.1", "", {}, "sha512-CdzqowRJCeLU72bHvWqwRBBlLcMEtIvGrlvef74kMnV2AolS9Y8xUv1I0U/MNAWMhBlKIoyuEgoJ0t/bbwHbLQ=="],
 
     "lru-cache": ["lru-cache@10.4.3", "", {}, "sha512-JNAzZcXrCt42VGLuYz0zfAzDfAvJWW6AfYlDBQyDV5DClI2m5sAmK+OIO7s59XfsRsWHp02jAJrRadPRGTt6SQ=="],
 
     "magic-string": ["magic-string@0.30.21", "", { "dependencies": { "@jridgewell/sourcemap-codec": "^1.5.5" } }, "sha512-vd2F4YUyEXKGcLHoq+TEyCjxueSeHnFxyyjNp80yg0XV4vUhnDer/lvvlqM/arB5bXQN5K2/3oinyCRyx8T2CQ=="],
 
+    "merge2": ["merge2@1.4.1", "", {}, "sha512-8q7VEgMJW4J8tcfVPy8g09NcQwZdbwFEqhe/WZkoIzjn/3TGDwtOCYtXGxA3O8tPzpczCCDgv+P2P5y00ZJOOg=="],
+
+    "micromatch": ["micromatch@4.0.8", "", { "dependencies": { "braces": "^3.0.3", "picomatch": "^2.3.1" } }, "sha512-PXwfBhYu0hBCPw8Dn0E+WDYb7af3dSLVWKi3HGv84IdF4TyFoC0ysxFd0Goxw7nSv4T/PzEJQxsYsEiFCKo2BA=="],
+
     "mri": ["mri@1.2.0", "", {}, "sha512-tzzskb3bG8LvYGFF/mDTpq3jpI6Q9wc3LEmBaghu+DdCssd1FakN7Bc0hVNmEyGq1bq3RgfkCb3cmQLpNPOroA=="],
 
     "mrmime": ["mrmime@2.0.1", "", {}, "sha512-Y3wQdFg2Va6etvQ5I82yUhGdsKrcYox6p7FfL1LbK2J4V01F9TGlepTIhnK24t7koZibmg82KGglhA1XK5IsLQ=="],
 
     "ms": ["ms@2.1.3", "", {}, "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA=="],
 
+    "mz": ["mz@2.7.0", "", { "dependencies": { "any-promise": "^1.0.0", "object-assign": "^4.0.1", "thenify-all": "^1.0.0" } }, "sha512-z81GNO7nnYMEhrGh9LeymoE4+Yr0Wn5McHIZMK5cfQCl+NDX08sCZgUc9/6MHni9IWuFLm1Z3HTCXu2z9fN62Q=="],
+
     "nanoid": ["nanoid@3.3.11", "", { "bin": { "nanoid": "bin/nanoid.cjs" } }, "sha512-N8SpfPUnUp1bK+PMYW8qSWdl9U+wwNWI4QKxOYDy9JAro3WMX7p2OeVRF9v+347pnakNevPmiHhNmZ2HbFA76w=="],
 
+    "normalize-path": ["normalize-path@3.0.0", "", {}, "sha512-6eZs5Ls3WtCisHWp9S2GUy8dqkpGi4BVSz3GaqiE6ezub0512ESztXUwUB6C6IKbQkY2Pnb/mD4WYojCRwcwLA=="],
+
     "nwsapi": ["nwsapi@2.2.23", "", {}, "sha512-7wfH4sLbt4M0gCDzGE6vzQBo0bfTKjU7Sfpqy/7gs1qBfYz2vEJH6vXcBKpO3+6Yu1telwd0t9HpyOoLEQQbIQ=="],
 
+    "object-assign": ["object-assign@4.1.1", "", {}, "sha512-rJgTQnkUnH1sFw8yT6VSU3zD3sWmu6sZhIseY8VX+GRu3P6F7Fu+JNDoXfklElbLJSnc3FUQHVe4cU5hj+BcUg=="],
+
+    "object-hash": ["object-hash@3.0.0", "", {}, "sha512-RSn9F68PjH9HqtltsSnqYC1XXoWe9Bju5+213R98cNGttag9q9yAOTzdbsqvIa7aNm5WffBZFpWYr2aWrklWAw=="],
+
     "overlayscrollbars": ["overlayscrollbars@2.14.0", "", {}, "sha512-RjV0pqc79kYhQLC3vTcLRb5GLpI1n6qh0Oua3g+bGH4EgNOJHVBGP7u0zZtxoAa0dkHlAqTTSYRb9MMmxNLjig=="],
 
     "overlayscrollbars-svelte": ["overlayscrollbars-svelte@0.5.5", "", { "peerDependencies": { "overlayscrollbars": "^2.0.0", "svelte": "^5.0.0" } }, "sha512-+dRW3YZSvFbKi5vDCpnUOHuoPLLSdu0BUVVMYZdmfVghu7XkafDRebG2y91/ImPqj6YDAUsz1rcWVYhCJSS/pQ=="],
 
     "parse5": ["parse5@7.3.0", "", { "dependencies": { "entities": "^6.0.0" } }, "sha512-IInvU7fabl34qmi9gY8XOVxhYyMyuH2xUNpb2q8/Y+7552KlejkRvqvD19nMoUW/uQGGbqNpA6Tufu5FL5BZgw=="],
 
+    "path-parse": ["path-parse@1.0.7", "", {}, "sha512-LDJzPVEEEPR+y48z93A0Ed0yXb8pAByGWo/k5YYdYgpY2/2EsOsksJrq7lOHxryrVOn1ejG6oAp8ahvOIQD8sw=="],
+
     "pathe": ["pathe@2.0.3", "", {}, "sha512-WUjGcAqP1gQacoQe+OBJsFA7Ld4DyXuUIjZ5cc75cLHvJ7dtNsTugphxIADwspS+AraAUePCKrSVtPLFj/F88w=="],
 
     "pathval": ["pathval@2.0.1", "", {}, "sha512-//nshmD55c46FuFw26xV/xFAaB5HF9Xdap7HJBBnrKdAd6/GxDBaNA1870O79+9ueg61cZLSVc+OaFlfmObYVQ=="],
@@ -442,18 +565,48 @@
 
     "picomatch": ["picomatch@4.0.3", "", {}, "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q=="],
 
+    "pify": ["pify@2.3.0", "", {}, "sha512-udgsAY+fTnvv7kI7aaxbqwWNb0AHiB0qBO89PZKPkoTmGOgdbrHDKD+0B2X4uTfJ/FT1R09r9gTsjUjNJotuog=="],
+
+    "pirates": ["pirates@4.0.7", "", {}, "sha512-TfySrs/5nm8fQJDcBDuUng3VOUKsd7S+zqvbOTiGXHfxX4wK31ard+hoNuvkicM/2YFzlpDgABOevKSsB4G/FA=="],
+
     "postcss": ["postcss@8.5.6", "", { "dependencies": { "nanoid": "^3.3.11", "picocolors": "^1.1.1", "source-map-js": "^1.2.1" } }, "sha512-3Ybi1tAuwAP9s0r1UQ2J4n5Y0G05bJkpUIO0/bI9MhwmD70S5aTWbXGBwxHrelT+XM1k6dM0pk+SwNkpTRN7Pg=="],
 
+    "postcss-import": ["postcss-import@15.1.0", "", { "dependencies": { "postcss-value-parser": "^4.0.0", "read-cache": "^1.0.0", "resolve": "^1.1.7" }, "peerDependencies": { "postcss": "^8.0.0" } }, "sha512-hpr+J05B2FVYUAXHeK1YyI267J/dDDhMU6B6civm8hSY1jYJnBXxzKDKDswzJmtLHryrjhnDjqqp/49t8FALew=="],
+
+    "postcss-js": ["postcss-js@4.1.0", "", { "dependencies": { "camelcase-css": "^2.0.1" }, "peerDependencies": { "postcss": "^8.4.21" } }, "sha512-oIAOTqgIo7q2EOwbhb8UalYePMvYoIeRY2YKntdpFQXNosSu3vLrniGgmH9OKs/qAkfoj5oB3le/7mINW1LCfw=="],
+
+    "postcss-load-config": ["postcss-load-config@6.0.1", "", { "dependencies": { "lilconfig": "^3.1.1" }, "peerDependencies": { "jiti": ">=1.21.0", "postcss": ">=8.0.9", "tsx": "^4.8.1", "yaml": "^2.4.2" }, "optionalPeers": ["jiti", "postcss", "tsx", "yaml"] }, "sha512-oPtTM4oerL+UXmx+93ytZVN82RrlY/wPUV8IeDxFrzIjXOLF1pN+EmKPLbubvKHT2HC20xXsCAH2Z+CKV6Oz/g=="],
+
+    "postcss-nested": ["postcss-nested@6.2.0", "", { "dependencies": { "postcss-selector-parser": "^6.1.1" }, "peerDependencies": { "postcss": "^8.2.14" } }, "sha512-HQbt28KulC5AJzG+cZtj9kvKB93CFCdLvog1WFLf1D+xmMvPGlBstkpTEZfK5+AN9hfJocyBFCNiqyS48bpgzQ=="],
+
+    "postcss-selector-parser": ["postcss-selector-parser@6.1.2", "", { "dependencies": { "cssesc": "^3.0.0", "util-deprecate": "^1.0.2" } }, "sha512-Q8qQfPiZ+THO/3ZrOrO0cJJKfpYCagtMUkXbnEfmgUjwXg6z/WBeOyS9APBBPCTSiDV+s4SwQGu8yFsiMRIudg=="],
+
+    "postcss-value-parser": ["postcss-value-parser@4.2.0", "", {}, "sha512-1NNCs6uurfkVbeXG4S8JFT9t19m45ICnif8zWLd5oPSZ50QnwMfK+H3jv408d4jw/7Bttv5axS5IiHoLaVNHeQ=="],
+
     "punycode": ["punycode@2.3.1", "", {}, "sha512-vYt7UD1U9Wg6138shLtLOvdAu+8DsC/ilFtEVHcH+wydcSpNE20AfSOduf6MkRFahL5FY7X1oU7nKVZFtfq8Fg=="],
 
+    "queue-microtask": ["queue-microtask@1.2.3", "", {}, "sha512-NuaNSa6flKT5JaSYQzJok04JzTL1CA6aGhv5rfLW3PgqA+M2ChpZQnAC8h8i4ZFkBS8X5RqkDBHA7r4hej3K9A=="],
+
+    "read-cache": ["read-cache@1.0.0", "", { "dependencies": { "pify": "^2.3.0" } }, "sha512-Owdv/Ft7IjOgm/i0xvNDZ1LrRANRfew4b2prF3OWMQLxLfu3bS8FVhCsrSCMK4lR56Y9ya+AThoTpDCTxCmpRA=="],
+
     "readdirp": ["readdirp@4.1.2", "", {}, "sha512-GDhwkLfywWL2s6vEjyhri+eXmfH6j1L7JE27WhqLeYzoh/A3DBaYGEj2H/HFZCn/kMfim73FXxEJTw06WtxQwg=="],
 
+    "resolve": ["resolve@1.22.11", "", { "dependencies": { "is-core-module": "^2.16.1", "path-parse": "^1.0.7", "supports-preserve-symlinks-flag": "^1.0.0" }, "bin": { "resolve": "bin/resolve" } }, "sha512-RfqAvLnMl313r7c9oclB1HhUEAezcpLjz95wFH4LVuhk9JF/r22qmVP9AMmOU4vMX7Q8pN8jwNg/CSpdFnMjTQ=="],
+
+    "reusify": ["reusify@1.1.0", "", {}, "sha512-g6QUff04oZpHs0eG5p83rFLhHeV00ug/Yf9nZM6fLeUrPguBTkTQOdpAWWspMh55TZfVQDPaN3NQJfbVRAxdIw=="],
+
+    "robust-predicates": ["robust-predicates@3.0.2", "", {}, "sha512-IXgzBWvWQwE6PrDI05OvmXUIruQTcoMDzRsOd5CDvHCVLcLHMTSYvOK5Cm46kWqlV3yAbuSpBZdJ5oP5OUoStg=="],
+
     "rollup": ["rollup@4.57.0", "", { "dependencies": { "@types/estree": "1.0.8" }, "optionalDependencies": { "@rollup/rollup-android-arm-eabi": "4.57.0", "@rollup/rollup-android-arm64": "4.57.0", "@rollup/rollup-darwin-arm64": "4.57.0", "@rollup/rollup-darwin-x64": "4.57.0", "@rollup/rollup-freebsd-arm64": "4.57.0", "@rollup/rollup-freebsd-x64": "4.57.0", "@rollup/rollup-linux-arm-gnueabihf": "4.57.0", "@rollup/rollup-linux-arm-musleabihf": "4.57.0", "@rollup/rollup-linux-arm64-gnu": "4.57.0", "@rollup/rollup-linux-arm64-musl": "4.57.0", "@rollup/rollup-linux-loong64-gnu": "4.57.0", "@rollup/rollup-linux-loong64-musl": "4.57.0", "@rollup/rollup-linux-ppc64-gnu": "4.57.0", "@rollup/rollup-linux-ppc64-musl": "4.57.0", "@rollup/rollup-linux-riscv64-gnu": "4.57.0", "@rollup/rollup-linux-riscv64-musl": "4.57.0", "@rollup/rollup-linux-s390x-gnu": "4.57.0", "@rollup/rollup-linux-x64-gnu": "4.57.0", "@rollup/rollup-linux-x64-musl": "4.57.0", "@rollup/rollup-openbsd-x64": "4.57.0", "@rollup/rollup-openharmony-arm64": "4.57.0", "@rollup/rollup-win32-arm64-msvc": "4.57.0", "@rollup/rollup-win32-ia32-msvc": "4.57.0", "@rollup/rollup-win32-x64-gnu": "4.57.0", "@rollup/rollup-win32-x64-msvc": "4.57.0", "fsevents": "~2.3.2" }, "bin": { "rollup": "dist/bin/rollup" } }, "sha512-e5lPJi/aui4TO1LpAXIRLySmwXSE8k3b9zoGfd42p67wzxog4WHjiZF3M2uheQih4DGyc25QEV4yRBbpueNiUA=="],
 
     "rrweb-cssom": ["rrweb-cssom@0.8.0", "", {}, "sha512-guoltQEx+9aMf2gDZ0s62EcV8lsXR+0w8915TC3ITdn2YueuNjdAYh/levpU9nFaoChh9RUS5ZdQMrKfVEN9tw=="],
 
+    "run-parallel": ["run-parallel@1.2.0", "", { "dependencies": { "queue-microtask": "^1.2.2" } }, "sha512-5l4VyZR86LZ/lDxZTR6jqL8AFE2S0IFLMP26AbjsLVADxHdhB/c0GUsH+y39UfCi3dzz8OlQuPmnaJOMoDHQBA=="],
+
     "runed": ["runed@0.23.4", "", { "dependencies": { "esm-env": "^1.0.0" }, "peerDependencies": { "svelte": "^5.7.0" } }, "sha512-9q8oUiBYeXIDLWNK5DfCWlkL0EW3oGbk845VdKlPeia28l751VpfesaB/+7pI6rnbx1I6rqoZ2fZxptOJLxILA=="],
 
+    "rw": ["rw@1.3.3", "", {}, "sha512-PdhdWy89SiZogBLaw42zdeqtRJ//zFd2PgQavcICDUgJT5oW10QCRKbJ6bg4r0/UY2M6BWd5tkxuGFRvCkgfHQ=="],
+
     "sade": ["sade@1.8.1", "", { "dependencies": { "mri": "^1.1.0" } }, "sha512-xal3CZX1Xlo/k4ApwCFrHVACi9fBqJ7V+mwhBsuf/1IOKbBy098Fex+Wa/5QMubw09pSZ/u8EY8PWgevJsXp1A=="],
 
     "safer-buffer": ["safer-buffer@2.1.2", "", {}, "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg=="],
@@ -476,6 +629,10 @@
 
     "style-to-object": ["style-to-object@1.0.14", "", { "dependencies": { "inline-style-parser": "0.2.7" } }, "sha512-LIN7rULI0jBscWQYaSswptyderlarFkjQ+t79nzty8tcIAceVomEVlLzH5VP4Cmsv6MtKhs7qaAiwlcp+Mgaxw=="],
 
+    "sucrase": ["sucrase@3.35.1", "", { "dependencies": { "@jridgewell/gen-mapping": "^0.3.2", "commander": "^4.0.0", "lines-and-columns": "^1.1.6", "mz": "^2.7.0", "pirates": "^4.0.1", "tinyglobby": "^0.2.11", "ts-interface-checker": "^0.1.9" }, "bin": { "sucrase": "bin/sucrase", "sucrase-node": "bin/sucrase-node" } }, "sha512-DhuTmvZWux4H1UOnWMB3sk0sbaCVOoQZjv8u1rDoTV0HTdGem9hkAZtl4JZy8P2z4Bg0nT+YMeOFyVr4zcG5Tw=="],
+
+    "supports-preserve-symlinks-flag": ["supports-preserve-symlinks-flag@1.0.0", "", {}, "sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w=="],
+
     "svelte": ["svelte@5.49.0", "", { "dependencies": { "@jridgewell/remapping": "^2.3.4", "@jridgewell/sourcemap-codec": "^1.5.0", "@sveltejs/acorn-typescript": "^1.0.5", "@types/estree": "^1.0.5", "acorn": "^8.12.1", "aria-query": "^5.3.1", "axobject-query": "^4.1.0", "clsx": "^2.1.1", "devalue": "^5.6.2", "esm-env": "^1.2.1", "esrap": "^2.2.1", "is-reference": "^3.0.3", "locate-character": "^3.0.0", "magic-string": "^0.30.11", "zimmerframe": "^1.1.2" } }, "sha512-Fn2mCc3XX0gnnbBYzWOTrZHi5WnF9KvqmB1+KGlUWoJkdioPmFYtg2ALBr6xl2dcnFTz3Vi7/mHpbKSVg/imVg=="],
 
     "svelte-check": ["svelte-check@4.3.5", "", { "dependencies": { "@jridgewell/trace-mapping": "^0.3.25", "chokidar": "^4.0.1", "fdir": "^6.2.0", "picocolors": "^1.0.0", "sade": "^1.7.4" }, "peerDependencies": { "svelte": "^4.0.0 || ^5.0.0-next.0", "typescript": ">=5.0.0" }, "bin": { "svelte-check": "bin/svelte-check" } }, "sha512-e4VWZETyXaKGhpkxOXP+B/d0Fp/zKViZoJmneZWe/05Y2aqSKj3YN2nLfYPJBQ87WEiY4BQCQ9hWGu9mPT1a1Q=="],
@@ -492,6 +649,10 @@
 
     "tapable": ["tapable@2.3.0", "", {}, "sha512-g9ljZiwki/LfxmQADO3dEY1CbpmXT5Hm2fJ+QaGKwSXUylMybePR7/67YW7jOrrvjEgL1Fmz5kzyAjWVWLlucg=="],
 
+    "thenify": ["thenify@3.3.1", "", { "dependencies": { "any-promise": "^1.0.0" } }, "sha512-RVZSIV5IG10Hk3enotrhvz0T9em6cyHBLkH/YAZuKqd8hRkKhSfCGIcP2KUY0EPxndzANBmNllzWPwak+bheSw=="],
+
+    "thenify-all": ["thenify-all@1.6.0", "", { "dependencies": { "thenify": ">= 3.1.0 < 4" } }, "sha512-RNxQH/qI8/t3thXJDwcstUO4zeqo64+Uy/+sNVRBx4Xn2OX+OZ9oP+iJnNFqplFra2ZUVeKCSa2oVWi3T4uVmA=="],
+
     "tinybench": ["tinybench@2.9.0", "", {}, "sha512-0+DUvqWMValLmha6lr4kD8iAMK1HzV0/aKnCtWb9v9641TnP/MFb7Pc2bxoxQjTXAErryXVgUOfv2YqNllqGeg=="],
 
     "tinyexec": ["tinyexec@0.3.2", "", {}, "sha512-KQQR9yN7R5+OSwaK0XQoj22pwHoTlgYqmUscPYoknOoWCWfj/5/ABTMRi69FrKU5ffPVh5QcFikpWJI/P1ocHA=="],
@@ -508,18 +669,24 @@
 
     "tldts-core": ["tldts-core@6.1.86", "", {}, "sha512-Je6p7pkk+KMzMv2XXKmAE3McmolOQFdxkKw0R8EYNr7sELW46JqnNeTX8ybPiQgvg1ymCoF8LXs5fzFaZvJPTA=="],
 
+    "to-regex-range": ["to-regex-range@5.0.1", "", { "dependencies": { "is-number": "^7.0.0" } }, "sha512-65P7iz6X5yEr1cwcgvQxbbIw7Uk3gOy5dIdtZ4rDveLqhrdJP+Li/Hx6tyK0NEb+2GCyneCMJiGqrADCSNk8sQ=="],
+
     "totalist": ["totalist@3.0.1", "", {}, "sha512-sf4i37nQ2LBx4m3wB74y+ubopq6W/dIzXg0FDGjsYnZHVa1Da8FH853wlL2gtUhg+xJXjfk3kUZS3BRoQeoQBQ=="],
 
     "tough-cookie": ["tough-cookie@5.1.2", "", { "dependencies": { "tldts": "^6.1.32" } }, "sha512-FVDYdxtnj0G6Qm/DhNPSb8Ju59ULcup3tuJxkFb5K8Bv2pUXILbf0xZWU8PX8Ov19OXljbUyveOFwRMwkXzO+A=="],
 
     "tr46": ["tr46@5.1.1", "", { "dependencies": { "punycode": "^2.3.1" } }, "sha512-hdF5ZgjTqgAntKkklYw0R03MG2x/bSzTtkxmIRw/sTNV8YXsCJ1tfLAX23lhxhHJlEf3CRCOCGGWw3vI3GaSPw=="],
 
+    "ts-interface-checker": ["ts-interface-checker@0.1.13", "", {}, "sha512-Y/arvbn+rrz3JCKl9C4kVNfTfSm2/mEp5FSz5EsZSANGPSlQrpRI5M4PKF+mJnE52jOO90PnPSc3Ur3bTQw0gA=="],
+
     "tslib": ["tslib@2.8.1", "", {}, "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w=="],
 
     "typescript": ["typescript@5.9.3", "", { "bin": { "tsc": "bin/tsc", "tsserver": "bin/tsserver" } }, "sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw=="],
 
     "undici-types": ["undici-types@7.16.0", "", {}, "sha512-Zz+aZWSj8LE6zoxD+xrjh4VfkIG8Ya6LvYkZqtUQGJPZjYl53ypCaUwWqo7eI0x66KBGeRo+mlBEkMSeSZ38Nw=="],
 
+    "util-deprecate": ["util-deprecate@1.0.2", "", {}, "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw=="],
+
     "vite": ["vite@6.4.1", "", { "dependencies": { "esbuild": "^0.25.0", "fdir": "^6.4.4", "picomatch": "^4.0.2", "postcss": "^8.5.3", "rollup": "^4.34.9", "tinyglobby": "^0.2.13" }, "optionalDependencies": { "fsevents": "~2.3.3" }, "peerDependencies": { "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0", "jiti": ">=1.21.0", "less": "*", "lightningcss": "^1.21.0", "sass": "*", "sass-embedded": "*", "stylus": "*", "sugarss": "*", "terser": "^5.16.0", "tsx": "^4.8.1", "yaml": "^2.4.2" }, "optionalPeers": ["@types/node", "jiti", "less", "lightningcss", "sass", "sass-embedded", "stylus", "sugarss", "terser", "tsx", "yaml"], "bin": { "vite": "bin/vite.js" } }, "sha512-+Oxm7q9hDoLMyJOYfUYBuHQo+dkAloi33apOPP56pzj+vsdJDzr+j1NISE5pyaAuKL4A3UD34qd0lx5+kfKp2g=="],
 
     "vite-node": ["vite-node@3.2.4", "", { "dependencies": { "cac": "^6.7.14", "debug": "^4.4.1", "es-module-lexer": "^1.7.0", "pathe": "^2.0.3", "vite": "^5.0.0 || ^6.0.0 || ^7.0.0-0" }, "bin": { "vite-node": "vite-node.mjs" } }, "sha512-EbKSKh+bh1E1IFxeO0pg1n4dvoOTt0UDiXMd/qn++r98+jPO1xtJilvXldeuQ8giIB5IkpjCgMleHMNEsGH6pg=="],
@@ -548,6 +715,12 @@
 
     "zimmerframe": ["zimmerframe@1.1.4", "", {}, "sha512-B58NGBEoc8Y9MWWCQGl/gq9xBCe4IiKM0a2x7GZdQKOW5Exr8S1W24J6OgM1njK8xCRGvAJIL/MxXHf6SkmQKQ=="],
 
+    "zod": ["zod@3.25.76", "", {}, "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ=="],
+
+    "@layerstack/tailwind/tailwind-merge": ["tailwind-merge@2.6.0", "", {}, "sha512-P+Vu1qXfzediirmHOC3xKGAYeZtPcV9g76X+xg2FD4tYgR71ewMA35Y3sCz3zhiN/dwefRpJX0yBcgwi1fXNQA=="],
+
+    "@layerstack/tailwind/tailwindcss": ["tailwindcss@3.4.19", "", { "dependencies": { "@alloc/quick-lru": "^5.2.0", "arg": "^5.0.2", "chokidar": "^3.6.0", "didyoumean": "^1.2.2", "dlv": "^1.1.3", "fast-glob": "^3.3.2", "glob-parent": "^6.0.2", "is-glob": "^4.0.3", "jiti": "^1.21.7", "lilconfig": "^3.1.3", "micromatch": "^4.0.8", "normalize-path": "^3.0.0", "object-hash": "^3.0.0", "picocolors": "^1.1.1", "postcss": "^8.4.47", "postcss-import": "^15.1.0", "postcss-js": "^4.0.1", "postcss-load-config": "^4.0.2 || ^5.0 || ^6.0", "postcss-nested": "^6.2.0", "postcss-selector-parser": "^6.1.2", "resolve": "^1.22.8", "sucrase": "^3.35.0" }, "bin": { "tailwind": "lib/cli.js", "tailwindcss": "lib/cli.js" } }, "sha512-3ofp+LL8E+pK/JuPLPggVAIaEuhvIz4qNcf3nA1Xn2o/7fb7s/TYpHhwGDv1ZU3PkBluUVaF8PyCHcm48cKLWQ=="],
+
     "@tailwindcss/oxide-wasm32-wasi/@emnapi/core": ["@emnapi/core@1.8.1", "", { "dependencies": { "@emnapi/wasi-threads": "1.1.0", "tslib": "^2.4.0" }, "bundled": true }, "sha512-AvT9QFpxK0Zd8J0jopedNm+w/2fIzvtPKPjqyw9jwvBaReTTqPBk9Hixaz7KbjimP+QNz605/XnjFcDAL2pqBg=="],
 
     "@tailwindcss/oxide-wasm32-wasi/@emnapi/runtime": ["@emnapi/runtime@1.8.1", "", { "dependencies": { "tslib": "^2.4.0" }, "bundled": true }, "sha512-mehfKSMWjjNol8659Z8KxEMrdSJDDot5SXMq00dM8BN4o+CLNXQ0xH2V7EchNHV4RmbZLmmPdEaXZc5H2FXmDg=="],
@@ -559,5 +732,31 @@
     "@tailwindcss/oxide-wasm32-wasi/@tybys/wasm-util": ["@tybys/wasm-util@0.10.1", "", { "dependencies": { "tslib": "^2.4.0" }, "bundled": true }, "sha512-9tTaPJLSiejZKx+Bmog4uSubteqTvFrVrURwkmHixBo0G4seD0zUxp98E1DzUBJxLQ3NPwXrGKDiVjwx/DpPsg=="],
 
     "@tailwindcss/oxide-wasm32-wasi/tslib": ["tslib@2.8.1", "", { "bundled": true }, "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w=="],
+
+    "anymatch/picomatch": ["picomatch@2.3.1", "", {}, "sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA=="],
+
+    "d3-sankey/d3-array": ["d3-array@2.12.1", "", { "dependencies": { "internmap": "^1.0.0" } }, "sha512-B0ErZK/66mHtEsR1TkPEEkwdy+WDesimkM5gpZr5Dsg54BiTA5RXtYW5qTLIAcekaS9xfZrzBLF/OAkB3Qn1YQ=="],
+
+    "d3-sankey/d3-shape": ["d3-shape@1.3.7", "", { "dependencies": { "d3-path": "1" } }, "sha512-EUkvKjqPFUAZyOlhY5gzCxCeI0Aep04LwIRpsZ/mLFelJiUfnK56jo5JMDSE7yyP2kLSb6LtF+S5chMk7uqPqw=="],
+
+    "fast-glob/glob-parent": ["glob-parent@5.1.2", "", { "dependencies": { "is-glob": "^4.0.1" } }, "sha512-AOIgSQCepiJYwP3ARnGx+5VnTu2HBYdzbGP45eLw1vr3zB3vZLeyed1sC9hnbcOc9/SrMyM5RPQrkGz4aS9Zow=="],
+
+    "micromatch/picomatch": ["picomatch@2.3.1", "", {}, "sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA=="],
+
+    "sucrase/commander": ["commander@4.1.1", "", {}, "sha512-NOKm8xhkzAjzFx8B2v5OAHT+u5pRQc2UCa2Vq9jYL/31o2wi9mxBA7LIFs3sV5VSC49z6pEhfbMULvShKj26WA=="],
+
+    "@layerstack/tailwind/tailwindcss/chokidar": ["chokidar@3.6.0", "", { "dependencies": { "anymatch": "~3.1.2", "braces": "~3.0.2", "glob-parent": "~5.1.2", "is-binary-path": "~2.1.0", "is-glob": "~4.0.1", "normalize-path": "~3.0.0", "readdirp": "~3.6.0" }, "optionalDependencies": { "fsevents": "~2.3.2" } }, "sha512-7VT13fmjotKpGipCW9JEQAusEPE+Ei8nl6/g4FBAmIm0GOOLMua9NDDo/DWp0ZAxCr3cPq5ZpBqmPAQgDda2Pw=="],
+
+    "@layerstack/tailwind/tailwindcss/jiti": ["jiti@1.21.7", "", { "bin": { "jiti": "bin/jiti.js" } }, "sha512-/imKNG4EbWNrVjoNC/1H5/9GFy+tqjGBHCaSsN+P2RnPqjsLmv6UD3Ej+Kj8nBWaRAwyk7kK5ZUc+OEatnTR3A=="],
+
+    "d3-sankey/d3-array/internmap": ["internmap@1.0.1", "", {}, "sha512-lDB5YccMydFBtasVtxnZ3MRBHuaoE8GKsppq+EchKL2U4nK/DmEpPHNH8MZe5HkMtpSiTSOZwfN0tzYjO/lJEw=="],
+
+    "d3-sankey/d3-shape/d3-path": ["d3-path@1.0.9", "", {}, "sha512-VLaYcn81dtHVTjEHd8B+pbe9yHWpXKZUC87PzoFmsFrJqgFwDe/qxfp5MlfsfM1V5E/iVt0MmEbWQ7FVIXh/bg=="],
+
+    "@layerstack/tailwind/tailwindcss/chokidar/glob-parent": ["glob-parent@5.1.2", "", { "dependencies": { "is-glob": "^4.0.1" } }, "sha512-AOIgSQCepiJYwP3ARnGx+5VnTu2HBYdzbGP45eLw1vr3zB3vZLeyed1sC9hnbcOc9/SrMyM5RPQrkGz4aS9Zow=="],
+
+    "@layerstack/tailwind/tailwindcss/chokidar/readdirp": ["readdirp@3.6.0", "", { "dependencies": { "picomatch": "^2.2.1" } }, "sha512-hOS089on8RduqdbhvQ5Z37A0ESjsqz6qnRcffsMU3495FuTdqSm+7bhJ29JvIOsBDEEnan5DPu9t3To9VRlMzA=="],
+
+    "@layerstack/tailwind/tailwindcss/chokidar/readdirp/picomatch": ["picomatch@2.3.1", "", {}, "sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA=="],
   }
 }

web/package.json

@@ -41,6 +41,7 @@
     "d3-shape": "^3.2.0",
     "d3-time-format": "^4.1.0",
     "date-fns": "^4.1.0",
+    "layerchart": "^1.0.13",
     "overlayscrollbars": "^2.14.0",
     "overlayscrollbars-svelte": "^0.5.5"
   }

web/src/lib/api.ts

@@ -11,10 +11,17 @@ import type {
   LinkedRmpProfile,
   ListInstructorsResponse,
   RescoreResponse,
+  ScraperStatsResponse,
   SearchResponse as SearchResponseGenerated,
   ServiceInfo,
   ServiceStatus,
   StatusResponse,
+  SubjectDetailResponse,
+  SubjectResultEntry,
+  SubjectSummary,
+  SubjectsResponse,
+  TimeseriesPoint,
+  TimeseriesResponse,
   TopCandidateResponse,
   User,
 } from "$lib/bindings";
@@ -35,9 +42,16 @@ export type {
   LinkedRmpProfile,
   ListInstructorsResponse,
   RescoreResponse,
+  ScraperStatsResponse,
   ServiceInfo,
   ServiceStatus,
   StatusResponse,
+  SubjectDetailResponse,
+  SubjectResultEntry,
+  SubjectSummary,
+  SubjectsResponse,
+  TimeseriesPoint,
+  TimeseriesResponse,
   TopCandidateResponse,
 };
 
@@ -49,6 +63,8 @@ export type ReferenceEntry = CodeDescription;
 // SearchResponse re-exported (aliased to strip the "Generated" suffix)
 export type SearchResponse = SearchResponseGenerated;
 
+export type ScraperPeriod = "1h" | "6h" | "24h" | "7d" | "30d";
+
 // Client-side only — not generated from Rust
 export type SortColumn = "course_code" | "title" | "instructor" | "time" | "seats";
 export type SortDirection = "asc" | "desc";
@@ -341,6 +357,32 @@ export class BannerApiClient {
       method: "POST",
     });
   }
+
+  // Scraper analytics endpoints
+
+  async getScraperStats(period?: ScraperPeriod): Promise<ScraperStatsResponse> {
+    const qs = period ? `?period=${period}` : "";
+    return this.request<ScraperStatsResponse>(`/admin/scraper/stats${qs}`);
+  }
+
+  async getScraperTimeseries(period?: ScraperPeriod, bucket?: string): Promise<TimeseriesResponse> {
+    const query = new URLSearchParams();
+    if (period) query.set("period", period);
+    if (bucket) query.set("bucket", bucket);
+    const qs = query.toString();
+    return this.request<TimeseriesResponse>(`/admin/scraper/timeseries${qs ? `?${qs}` : ""}`);
+  }
+
+  async getScraperSubjects(): Promise<SubjectsResponse> {
+    return this.request<SubjectsResponse>("/admin/scraper/subjects");
+  }
+
+  async getScraperSubjectDetail(subject: string, limit?: number): Promise<SubjectDetailResponse> {
+    const qs = limit !== undefined ? `?limit=${limit}` : "";
+    return this.request<SubjectDetailResponse>(
+      `/admin/scraper/subjects/${encodeURIComponent(subject)}${qs}`
+    );
+  }
 }
 
 export const client = new BannerApiClient();

web/src/lib/bindings/index.ts

@@ -11,9 +11,16 @@ export type { LinkedRmpProfile } from "./LinkedRmpProfile";
 export type { ListInstructorsResponse } from "./ListInstructorsResponse";
 export type { OkResponse } from "./OkResponse";
 export type { RescoreResponse } from "./RescoreResponse";
+export type { ScraperStatsResponse } from "./ScraperStatsResponse";
 export type { SearchResponse } from "./SearchResponse";
 export type { ServiceInfo } from "./ServiceInfo";
 export type { ServiceStatus } from "./ServiceStatus";
 export type { StatusResponse } from "./StatusResponse";
+export type { SubjectDetailResponse } from "./SubjectDetailResponse";
+export type { SubjectResultEntry } from "./SubjectResultEntry";
+export type { SubjectSummary } from "./SubjectSummary";
+export type { SubjectsResponse } from "./SubjectsResponse";
+export type { TimeseriesPoint } from "./TimeseriesPoint";
+export type { TimeseriesResponse } from "./TimeseriesResponse";
 export type { TopCandidateResponse } from "./TopCandidateResponse";
 export type { User } from "./User";

web/src/lib/components/CourseDetail.svelte

@@ -16,7 +16,16 @@ import { useClipboard } from "$lib/composables/useClipboard.svelte";
 import { cn, tooltipContentClass, formatNumber } from "$lib/utils";
 import { Tooltip } from "bits-ui";
 import SimpleTooltip from "./SimpleTooltip.svelte";
-import { Info, Copy, Check, Star, Triangle, ExternalLink } from "@lucide/svelte";
+import {
+  Info,
+  Copy,
+  Check,
+  Star,
+  Triangle,
+  ExternalLink,
+  Calendar,
+  Download,
+} from "@lucide/svelte";
 
 let { course }: { course: CourseResponse } = $props();
 
@@ -302,5 +311,42 @@ const clipboard = useClipboard();
                 >
             </div>
         {/if}
+
+        <!-- Calendar Export -->
+        {#if course.meetingTimes.length > 0}
+            <div>
+                <h4 class="text-sm text-foreground mb-2">
+                    <span class="inline-flex items-center gap-1">
+                        Calendar
+                        <SimpleTooltip
+                            text="Export this course schedule to your calendar app"
+                            delay={150}
+                            passthrough
+                        >
+                            <Info class="size-3 text-muted-foreground/50" />
+                        </SimpleTooltip>
+                    </span>
+                </h4>
+                <div class="flex flex-wrap gap-1.5">
+                    <a
+                        href="/api/courses/{course.termCode}/{course.crn}/calendar.ics"
+                        download
+                        class="inline-flex items-center gap-1.5 text-sm font-medium bg-card border border-border rounded-md px-2.5 py-1 text-foreground hover:border-foreground/20 hover:bg-card/80 transition-colors"
+                    >
+                        <Download class="size-3.5" />
+                        ICS File
+                    </a>
+                    <a
+                        href="/api/courses/{course.termCode}/{course.crn}/gcal"
+                        target="_blank"
+                        rel="noopener"
+                        class="inline-flex items-center gap-1.5 text-sm font-medium bg-card border border-border rounded-md px-2.5 py-1 text-foreground hover:border-foreground/20 hover:bg-card/80 transition-colors"
+                    >
+                        <Calendar class="size-3.5" />
+                        Google Calendar
+                    </a>
+                </div>
+            </div>
+        {/if}
     </div>
 </div>

web/src/lib/time.ts

@@ -49,6 +49,23 @@ export function formatDuration(ms: number): string {
  * Uses {@link formatDuration} for the text, plus computes the optimal refresh
  * interval so callers can schedule the next update efficiently.
  */
+/**
+ * Format a millisecond duration with a dynamic unit, optimised for
+ * scrape-style timings that are typically under 60 seconds.
+ *
+ * - < 1 000 ms  → "423ms"
+ * - < 10 000 ms → "4.52s"  (two decimals)
+ * - < 60 000 ms → "16.9s"  (one decimal)
+ * - ≥ 60 000 ms → delegates to {@link formatDuration} ("1m 5s")
+ */
+export function formatDurationMs(ms: number): string {
+  const abs = Math.abs(ms);
+  if (abs < 1_000) return `${Math.round(abs)}ms`;
+  if (abs < 10_000) return `${(abs / 1_000).toFixed(2)}s`;
+  if (abs < 60_000) return `${(abs / 1_000).toFixed(1)}s`;
+  return formatDuration(ms);
+}
+
 export function relativeTime(date: Date, ref: Date): RelativeTimeResult {
   const diffMs = ref.getTime() - date.getTime();
   const totalSeconds = Math.floor(diffMs / 1000);

web/src/routes/(app)/+layout.svelte

@@ -5,6 +5,7 @@ import { authStore } from "$lib/auth.svelte";
 import PageTransition from "$lib/components/PageTransition.svelte";
 import ErrorBoundaryFallback from "$lib/components/ErrorBoundaryFallback.svelte";
 import {
+  Activity,
   ClipboardList,
   FileText,
   GraduationCap,
@@ -59,6 +60,7 @@ const userItems = [
 
 const adminItems = [
   { href: "/admin", label: "Dashboard", icon: LayoutDashboard },
+  { href: "/admin/scraper", label: "Scraper", icon: Activity },
   { href: "/admin/jobs", label: "Scrape Jobs", icon: ClipboardList },
   { href: "/admin/audit", label: "Audit Log", icon: FileText },
   { href: "/admin/users", label: "Users", icon: Users },

web/src/routes/(app)/admin/scraper/+page.svelte

@@ -0,0 +1,756 @@
+<script module lang="ts">
+import type {
+  ScraperStatsResponse,
+  SubjectDetailResponse,
+  SubjectSummary,
+  TimeseriesResponse,
+} from "$lib/bindings";
+
+// Persisted across navigation so returning to the page shows cached data.
+let stats = $state<ScraperStatsResponse | null>(null);
+let timeseries = $state<TimeseriesResponse | null>(null);
+let subjects = $state<SubjectSummary[]>([]);
+let error = $state<string | null>(null);
+let refreshError = $state(false);
+let refreshInterval = 5_000;
+</script>
+
+<script lang="ts">
+import { client, type ScraperPeriod } from "$lib/api";
+import SimpleTooltip from "$lib/components/SimpleTooltip.svelte";
+import { FlexRender, createSvelteTable } from "$lib/components/ui/data-table/index.js";
+import { formatAbsoluteDate } from "$lib/date";
+import { formatDuration, formatDurationMs, relativeTime } from "$lib/time";
+import { formatNumber } from "$lib/utils";
+import { Chart, Svg, Area, Axis, Highlight, Tooltip } from "layerchart";
+import { curveMonotoneX } from "d3-shape";
+import { cubicOut } from "svelte/easing";
+import { Tween } from "svelte/motion";
+import { scaleTime, scaleLinear } from "d3-scale";
+import {
+  AlertCircle,
+  ChevronDown,
+  ChevronRight,
+  LoaderCircle,
+  ArrowUp,
+  ArrowDown,
+  ArrowUpDown,
+} from "@lucide/svelte";
+import {
+  type ColumnDef,
+  type SortingState,
+  type Updater,
+  getCoreRowModel,
+  getSortedRowModel,
+} from "@tanstack/table-core";
+import { onDestroy, onMount } from "svelte";
+import { fade, slide } from "svelte/transition";
+
+const PERIODS: ScraperPeriod[] = ["1h", "6h", "24h", "7d", "30d"];
+
+let selectedPeriod = $state<ScraperPeriod>("24h");
+
+// Expanded subject detail
+let expandedSubject = $state<string | null>(null);
+let subjectDetail = $state<SubjectDetailResponse | null>(null);
+let detailLoading = $state(false);
+
+// Live-updating clock for relative timestamps
+let now = $state(new Date());
+let tickTimer: ReturnType<typeof setTimeout> | undefined;
+
+function scheduleTick() {
+  tickTimer = setTimeout(() => {
+    now = new Date();
+    scheduleTick();
+  }, 1000);
+}
+
+// --- Auto-refresh with backoff (ported from audit log) ---
+const MIN_INTERVAL = 5_000;
+const MAX_INTERVAL = 60_000;
+let refreshTimer: ReturnType<typeof setTimeout> | undefined;
+
+const MIN_SPIN_MS = 700;
+let spinnerVisible = $state(false);
+let spinHoldTimer: ReturnType<typeof setTimeout> | undefined;
+
+async function fetchAll() {
+  refreshError = false;
+  spinnerVisible = true;
+  clearTimeout(spinHoldTimer);
+  const startedAt = performance.now();
+
+  try {
+    const [statsRes, timeseriesRes, subjectsRes] = await Promise.all([
+      client.getScraperStats(selectedPeriod),
+      client.getScraperTimeseries(selectedPeriod),
+      client.getScraperSubjects(),
+    ]);
+    stats = statsRes;
+    timeseries = timeseriesRes;
+    subjects = subjectsRes.subjects;
+    error = null;
+    refreshInterval = MIN_INTERVAL;
+  } catch (e) {
+    error = e instanceof Error ? e.message : "Failed to load scraper data";
+    refreshError = true;
+    refreshInterval = Math.min(refreshInterval * 2, MAX_INTERVAL);
+  } finally {
+    const elapsed = performance.now() - startedAt;
+    const remaining = MIN_SPIN_MS - elapsed;
+    if (remaining > 0) {
+      spinHoldTimer = setTimeout(() => {
+        spinnerVisible = false;
+      }, remaining);
+    } else {
+      spinnerVisible = false;
+    }
+    scheduleRefresh();
+  }
+}
+
+function scheduleRefresh() {
+  clearTimeout(refreshTimer);
+  refreshTimer = setTimeout(fetchAll, refreshInterval);
+}
+
+async function toggleSubjectDetail(subject: string) {
+  if (expandedSubject === subject) {
+    expandedSubject = null;
+    subjectDetail = null;
+    return;
+  }
+  expandedSubject = subject;
+  detailLoading = true;
+  try {
+    subjectDetail = await client.getScraperSubjectDetail(subject);
+  } catch {
+    subjectDetail = null;
+  } finally {
+    detailLoading = false;
+  }
+}
+
+// --- Chart data ---
+
+type ChartPoint = { date: Date; success: number; errors: number; coursesChanged: number };
+
+let chartData = $derived(
+  (timeseries?.points ?? []).map((p) => ({
+    date: new Date(p.timestamp),
+    success: p.successCount,
+    errors: p.errorCount,
+    coursesChanged: p.coursesChanged,
+  })),
+);
+
+// Tween the data array so stacked areas stay aligned (both read the same interpolated values each frame)
+const tweenedChart = new Tween<ChartPoint[]>([], {
+  duration: 600,
+  easing: cubicOut,
+  interpolate(from, to) {
+    // Different lengths: snap immediately (period change reshapes the array)
+    if (from.length !== to.length) return () => to;
+    return (t) =>
+      to.map((dest, i) => ({
+        date: dest.date,
+        success: from[i].success + (dest.success - from[i].success) * t,
+        errors: from[i].errors + (dest.errors - from[i].errors) * t,
+        coursesChanged: from[i].coursesChanged + (dest.coursesChanged - from[i].coursesChanged) * t,
+      }));
+  },
+});
+
+$effect(() => {
+  tweenedChart.set(chartData);
+});
+
+let scrapeYMax = $derived(Math.max(1, ...chartData.map((d) => d.success + d.errors)));
+let changesYMax = $derived(Math.max(1, ...chartData.map((d) => d.coursesChanged)));
+
+// --- Helpers ---
+
+function formatInterval(secs: number): string {
+  if (secs < 60) return `${secs}s`;
+  if (secs < 3600) return `${Math.round(secs / 60)}m`;
+  return `${(secs / 3600).toFixed(1)}h`;
+}
+
+function successRateColor(rate: number): string {
+  if (rate >= 0.95) return "text-green-600 dark:text-green-400";
+  if (rate >= 0.8) return "text-yellow-600 dark:text-yellow-400";
+  return "text-red-600 dark:text-red-400";
+}
+
+/** Muted class for zero/default values, foreground for interesting ones. */
+function emphasisClass(value: number, zeroIsDefault = true): string {
+  if (zeroIsDefault) {
+    return value === 0 ? "text-muted-foreground" : "text-foreground";
+  }
+  return value === 1 ? "text-muted-foreground" : "text-foreground";
+}
+
+function xAxisFormat(period: ScraperPeriod) {
+  return (v: Date) => {
+    if (period === "1h" || period === "6h") {
+      return v.toLocaleTimeString("en-US", { hour: "numeric", minute: "2-digit" });
+    }
+    if (period === "24h") {
+      return v.toLocaleTimeString("en-US", { hour: "numeric" });
+    }
+    return v.toLocaleDateString("en-US", { month: "short", day: "numeric" });
+  };
+}
+
+// --- TanStack Table ---
+
+let sorting: SortingState = $state([{ id: "subject", desc: false }]);
+
+function handleSortingChange(updater: Updater<SortingState>) {
+  sorting = typeof updater === "function" ? updater(sorting) : updater;
+}
+
+  const columns: ColumnDef<SubjectSummary, unknown>[] = [
+    {
+      id: "subject",
+      accessorKey: "subject",
+      header: "Subject",
+      enableSorting: true,
+      sortingFn: (a, b) => a.original.subject.localeCompare(b.original.subject),
+    },
+    {
+      id: "status",
+      accessorFn: (row) => row.scheduleState,
+      header: "Status",
+      enableSorting: true,
+      sortingFn: (a, b) => {
+        const order: Record<string, number> = { eligible: 0, cooldown: 1, paused: 2, read_only: 3 };
+        const sa = order[a.original.scheduleState] ?? 4;
+        const sb = order[b.original.scheduleState] ?? 4;
+        if (sa !== sb) return sa - sb;
+        return (a.original.cooldownRemainingSecs ?? Infinity) - (b.original.cooldownRemainingSecs ?? Infinity);
+      },
+    },
+    {
+      id: "interval",
+      accessorFn: (row) => row.currentIntervalSecs * row.timeMultiplier,
+      header: "Interval",
+      enableSorting: true,
+    },
+    {
+      id: "lastScraped",
+      accessorKey: "lastScraped",
+      header: "Last Scraped",
+      enableSorting: true,
+    },
+    {
+      id: "changeRate",
+      accessorKey: "avgChangeRatio",
+      header: "Change %",
+      enableSorting: true,
+    },
+    {
+      id: "zeros",
+      accessorKey: "consecutiveZeroChanges",
+      header: "Zeros",
+      enableSorting: true,
+    },
+    {
+      id: "runs",
+      accessorKey: "recentRuns",
+      header: "Runs",
+      enableSorting: true,
+    },
+    {
+      id: "fails",
+      accessorKey: "recentFailures",
+      header: "Fails",
+      enableSorting: true,
+    },
+  ];
+
+const table = createSvelteTable({
+  get data() {
+    return subjects;
+  },
+  getRowId: (row) => row.subject,
+  columns,
+  state: {
+    get sorting() {
+      return sorting;
+    },
+  },
+  onSortingChange: handleSortingChange,
+  getCoreRowModel: getCoreRowModel(),
+  getSortedRowModel: getSortedRowModel<SubjectSummary>(),
+  enableSortingRemoval: true,
+});
+
+  const skeletonWidths: Record<string, string> = {
+    subject: "w-24",
+    status: "w-20",
+    interval: "w-14",
+    lastScraped: "w-20",
+    changeRate: "w-12",
+    zeros: "w-8",
+    runs: "w-8",
+    fails: "w-8",
+  };
+
+const columnCount = columns.length;
+
+// --- Lifecycle ---
+
+onMount(() => {
+  fetchAll();
+  scheduleTick();
+});
+
+onDestroy(() => {
+  clearTimeout(tickTimer);
+  clearTimeout(refreshTimer);
+  clearTimeout(spinHoldTimer);
+});
+
+// Refetch when period changes
+$effect(() => {
+  void selectedPeriod;
+  fetchAll();
+});
+</script>
+
+<div class="space-y-6">
+  <!-- Header -->
+  <div class="flex items-center justify-between">
+    <div class="flex items-center gap-2">
+      <h1 class="text-base font-semibold text-foreground">Scraper</h1>
+      {#if spinnerVisible}
+        <span in:fade={{ duration: 150 }} out:fade={{ duration: 200 }}>
+          <LoaderCircle class="size-4 animate-spin text-muted-foreground" />
+        </span>
+      {:else if refreshError}
+        <span in:fade={{ duration: 150 }} out:fade={{ duration: 200 }}>
+          <SimpleTooltip text={error ?? "Refresh failed"} side="right" passthrough>
+            <AlertCircle class="size-4 text-destructive" />
+          </SimpleTooltip>
+        </span>
+      {/if}
+    </div>
+    <div class="bg-muted flex rounded-md p-0.5">
+      {#each PERIODS as period}
+        <button
+          class="rounded px-2.5 py-1 text-xs font-medium transition-colors
+            {selectedPeriod === period
+            ? 'bg-background text-foreground shadow-sm'
+            : 'text-muted-foreground hover:text-foreground'}"
+          onclick={() => (selectedPeriod = period)}
+        >
+          {period}
+        </button>
+      {/each}
+    </div>
+  </div>
+
+  {#if error && !stats}
+    <p class="text-destructive">{error}</p>
+  {:else if stats}
+    <!-- Stats Cards -->
+    <div class="grid grid-cols-2 gap-4 lg:grid-cols-4">
+      <div class="bg-card border-border rounded-lg border p-3">
+        <p class="text-muted-foreground text-xs">Total Scrapes</p>
+        <p class="text-2xl font-bold">{formatNumber(stats.totalScrapes)}</p>
+        <p class="text-muted-foreground mt-1 text-[10px]">
+          {formatNumber(stats.successfulScrapes)} ok / {formatNumber(stats.failedScrapes)} failed
+        </p>
+      </div>
+      <div class="bg-card border-border rounded-lg border p-3">
+        <p class="text-muted-foreground text-xs">Success Rate</p>
+        {#if stats.successRate != null}
+          <p class="text-2xl font-bold {successRateColor(stats.successRate)}">
+            {(stats.successRate * 100).toFixed(1)}%
+          </p>
+        {:else}
+          <p class="text-2xl font-bold text-muted-foreground">N/A</p>
+        {/if}
+      </div>
+      <div class="bg-card border-border rounded-lg border p-3">
+        <p class="text-muted-foreground text-xs">Avg Duration</p>
+        {#if stats.avgDurationMs != null}
+          <p class="text-2xl font-bold">{formatDurationMs(stats.avgDurationMs)}</p>
+        {:else}
+          <p class="text-2xl font-bold text-muted-foreground">N/A</p>
+        {/if}
+      </div>
+      <div class="bg-card border-border rounded-lg border p-3">
+        <p class="text-muted-foreground text-xs">Courses Changed</p>
+        <p class="text-2xl font-bold">{formatNumber(stats.totalCoursesChanged)}</p>
+      </div>
+      <div class="bg-card border-border rounded-lg border p-3">
+        <p class="text-muted-foreground text-xs">Pending Jobs</p>
+        <p class="text-2xl font-bold">{formatNumber(stats.pendingJobs)}</p>
+      </div>
+      <div class="bg-card border-border rounded-lg border p-3">
+        <p class="text-muted-foreground text-xs">Locked Jobs</p>
+        <p class="text-2xl font-bold">{formatNumber(stats.lockedJobs)}</p>
+      </div>
+      <div class="bg-card border-border rounded-lg border p-3">
+        <p class="text-muted-foreground text-xs">Courses Fetched</p>
+        <p class="text-2xl font-bold">{formatNumber(stats.totalCoursesFetched)}</p>
+      </div>
+      <div class="bg-card border-border rounded-lg border p-3">
+        <p class="text-muted-foreground text-xs">Audits Generated</p>
+        <p class="text-2xl font-bold">{formatNumber(stats.totalAuditsGenerated)}</p>
+      </div>
+    </div>
+
+    <!-- Time-Series Charts -->
+    {#if chartData.length > 0}
+      <div class="bg-card border-border rounded-lg border p-4">
+        <h2 class="mb-3 text-xs font-semibold text-foreground">Scrape Activity</h2>
+        <div class="h-[250px]">
+          <Chart
+            data={tweenedChart.current}
+            x="date"
+            xScale={scaleTime()}
+            y={(d: any) => d.success + d.errors}
+            yScale={scaleLinear()}
+            yDomain={[0, scrapeYMax]}
+            yNice
+            padding={{ top: 10, bottom: 30, left: 45, right: 10 }}
+            tooltip={{ mode: "bisect-x" }}
+          >
+            <Svg>
+              <Axis
+                placement="left"
+                grid={{ class: "stroke-muted-foreground/15" }}
+                rule={false}
+                classes={{ tickLabel: "fill-muted-foreground" }}
+              />
+              <Axis
+                placement="bottom"
+                format={xAxisFormat(selectedPeriod)}
+                grid={{ class: "stroke-muted-foreground/10" }}
+                rule={false}
+                classes={{ tickLabel: "fill-muted-foreground" }}
+              />
+              <Area
+                y1="success"
+                fill="var(--status-green)"
+                fillOpacity={0.4}
+                curve={curveMonotoneX}
+              />
+              <Area
+                y0="success"
+                y1={(d: any) => d.success + d.errors}
+                fill="var(--status-red)"
+                fillOpacity={0.4}
+                curve={curveMonotoneX}
+              />
+              <Highlight lines />
+            </Svg>
+            <Tooltip.Root
+              let:data
+              classes={{ root: "text-xs" }}
+              variant="none"
+            >
+              <div class="bg-card text-card-foreground shadow-md rounded-md px-2.5 py-1.5 space-y-1">
+                <p class="text-muted-foreground font-medium">{data.date.toLocaleTimeString("en-US", { hour: "numeric", minute: "2-digit" })}</p>
+                <div class="flex items-center justify-between gap-4">
+                  <span class="flex items-center gap-1.5"><span class="inline-block size-2 rounded-full bg-status-green"></span>Successful</span>
+                  <span class="tabular-nums font-medium">{data.success}</span>
+                </div>
+                <div class="flex items-center justify-between gap-4">
+                  <span class="flex items-center gap-1.5"><span class="inline-block size-2 rounded-full bg-status-red"></span>Errors</span>
+                  <span class="tabular-nums font-medium">{data.errors}</span>
+                </div>
+              </div>
+            </Tooltip.Root>
+          </Chart>
+        </div>
+
+        <h2 class="mt-4 mb-3 text-xs font-semibold text-foreground">Courses Changed</h2>
+        <div class="h-[150px]">
+          <Chart
+            data={tweenedChart.current}
+            x="date"
+            xScale={scaleTime()}
+            y="coursesChanged"
+            yScale={scaleLinear()}
+            yDomain={[0, changesYMax]}
+            yNice
+            padding={{ top: 10, bottom: 30, left: 45, right: 10 }}
+            tooltip={{ mode: "bisect-x" }}
+          >
+            <Svg>
+              <Axis
+                placement="left"
+                grid={{ class: "stroke-muted-foreground/15" }}
+                rule={false}
+                classes={{ tickLabel: "fill-muted-foreground" }}
+              />
+              <Axis
+                placement="bottom"
+                format={xAxisFormat(selectedPeriod)}
+                grid={{ class: "stroke-muted-foreground/10" }}
+                rule={false}
+                classes={{ tickLabel: "fill-muted-foreground" }}
+              />
+              <Area
+                fill="var(--status-blue)"
+                fillOpacity={0.3}
+                curve={curveMonotoneX}
+              />
+              <Highlight lines />
+            </Svg>
+            <Tooltip.Root
+              let:data
+              classes={{ root: "text-xs" }}
+              variant="none"
+            >
+              <div class="bg-card text-card-foreground shadow-md rounded-md px-2.5 py-1.5 space-y-1">
+                <p class="text-muted-foreground font-medium">{data.date.toLocaleTimeString("en-US", { hour: "numeric", minute: "2-digit" })}</p>
+                <div class="flex items-center justify-between gap-4">
+                  <span class="flex items-center gap-1.5"><span class="inline-block size-2 rounded-full bg-status-blue"></span>Changed</span>
+                  <span class="tabular-nums font-medium">{data.coursesChanged}</span>
+                </div>
+              </div>
+            </Tooltip.Root>
+          </Chart>
+        </div>
+      </div>
+    {/if}
+
+    <!-- Subjects Table -->
+    <div class="bg-card border-border rounded-lg border">
+      <h2 class="border-border border-b px-3 py-2.5 text-xs font-semibold text-foreground">
+        Subjects ({subjects.length})
+      </h2>
+      <div class="overflow-x-auto">
+        <table class="w-full text-xs">
+          <thead>
+            {#each table.getHeaderGroups() as headerGroup}
+              <tr class="border-border border-b text-left text-muted-foreground">
+                {#each headerGroup.headers as header}
+                  <th
+                    class="px-3 py-1.5 text-[10px] font-medium uppercase tracking-wider"
+                    class:cursor-pointer={header.column.getCanSort()}
+                    class:select-none={header.column.getCanSort()}
+                    onclick={header.column.getToggleSortingHandler()}
+                  >
+                    {#if header.column.getCanSort()}
+                      <span class="inline-flex items-center gap-1 hover:text-foreground">
+                        {#if typeof header.column.columnDef.header === "string"}
+                          {header.column.columnDef.header}
+                        {:else}
+                          <FlexRender
+                            content={header.column.columnDef.header}
+                            context={header.getContext()}
+                          />
+                        {/if}
+                        {#if header.column.getIsSorted() === "asc"}
+                          <ArrowUp class="size-3.5" />
+                        {:else if header.column.getIsSorted() === "desc"}
+                          <ArrowDown class="size-3.5" />
+                        {:else}
+                          <ArrowUpDown class="size-3.5 text-muted-foreground/40" />
+                        {/if}
+                      </span>
+                    {:else if typeof header.column.columnDef.header === "string"}
+                      {header.column.columnDef.header}
+                    {:else}
+                      <FlexRender
+                        content={header.column.columnDef.header}
+                        context={header.getContext()}
+                      />
+                    {/if}
+                  </th>
+                {/each}
+              </tr>
+            {/each}
+          </thead>
+          <tbody>
+            {#if !subjects.length && !error}
+              <!-- Skeleton loading -->
+              {#each Array(12) as _}
+                <tr class="border-border border-b">
+                  {#each columns as col}
+                    <td class="px-3 py-2">
+                      <div
+                        class="h-3.5 rounded bg-muted animate-pulse {skeletonWidths[col.id ?? ''] ?? 'w-16'}"
+                      ></div>
+                    </td>
+                  {/each}
+                </tr>
+              {/each}
+            {:else}
+              {#each table.getRowModel().rows as row (row.id)}
+                {@const subject = row.original}
+                {@const isExpanded = expandedSubject === subject.subject}
+                {@const rel = relativeTime(new Date(subject.lastScraped), now)}
+                <tr
+                  class="border-border cursor-pointer border-b transition-colors hover:bg-muted/50
+                    {isExpanded ? 'bg-muted/30' : ''}"
+                  onclick={() => toggleSubjectDetail(subject.subject)}
+                >
+                  {#each row.getVisibleCells() as cell (cell.id)}
+                    {@const colId = cell.column.id}
+                    {#if colId === "subject"}
+                      <td class="px-3 py-1.5 font-medium">
+                        <div class="flex items-center gap-1.5">
+                          {#if isExpanded}
+                            <ChevronDown size={12} class="shrink-0" />
+                          {:else}
+                            <ChevronRight size={12} class="shrink-0" />
+                          {/if}
+                          <span>{subject.subject}</span>
+                          {#if subject.subjectDescription}
+                            <span
+                              class="text-muted-foreground font-normal text-[10px] max-w-[140px] truncate inline-block align-middle"
+                              title={subject.subjectDescription}
+                            >{subject.subjectDescription}</span>
+                          {/if}
+                          {#if subject.trackedCourseCount > 0}
+                            <span class="text-muted-foreground/60 font-normal text-[10px]">({subject.trackedCourseCount})</span>
+                          {/if}
+                        </div>
+                      </td>
+                    {:else if colId === "status"}
+                      <td class="px-3 py-1.5">
+                        {#if subject.scheduleState === "paused"}
+                          <span class="text-orange-600 dark:text-orange-400">paused</span>
+                        {:else if subject.scheduleState === "read_only"}
+                          <span class="text-muted-foreground">read only</span>
+                        {:else if subject.nextEligibleAt}
+                          {@const remainingMs = new Date(subject.nextEligibleAt).getTime() - now.getTime()}
+                          {#if remainingMs > 0}
+                            <span class="text-muted-foreground">{formatDuration(remainingMs)}</span>
+                          {:else}
+                            <span class="text-green-600 dark:text-green-400 font-medium">ready</span>
+                          {/if}
+                        {:else}
+                          <span class="text-green-600 dark:text-green-400 font-medium">ready</span>
+                        {/if}
+                      </td>
+                    {:else if colId === "interval"}
+                      <td class="px-3 py-1.5">
+                        <span>{formatInterval(subject.currentIntervalSecs)}</span>
+                        {#if subject.timeMultiplier !== 1}
+                          <span class="text-muted-foreground ml-0.5">&times;{subject.timeMultiplier}</span>
+                        {/if}
+                      </td>
+                    {:else if colId === "lastScraped"}
+                      <td class="px-3 py-1.5">
+                        <SimpleTooltip text={formatAbsoluteDate(subject.lastScraped)} side="top" passthrough>
+                          <span class="text-muted-foreground">{rel.text === "now" ? "just now" : rel.text}</span>
+                        </SimpleTooltip>
+                      </td>
+                    {:else if colId === "changeRate"}
+                      <td class="px-3 py-1.5">
+                        <span class={emphasisClass(subject.avgChangeRatio)}>{(subject.avgChangeRatio * 100).toFixed(2)}%</span>
+                      </td>
+                    {:else if colId === "zeros"}
+                      <td class="px-3 py-1.5">
+                        <span class={emphasisClass(subject.consecutiveZeroChanges)}>{subject.consecutiveZeroChanges}</span>
+                      </td>
+                    {:else if colId === "runs"}
+                      <td class="px-3 py-1.5">
+                        <span class={emphasisClass(subject.recentRuns)}>{subject.recentRuns}</span>
+                      </td>
+                    {:else if colId === "fails"}
+                      <td class="px-3 py-1.5">
+                        {#if subject.recentFailures > 0}
+                          <span class="text-red-600 dark:text-red-400">{subject.recentFailures}</span>
+                        {:else}
+                          <span class="text-muted-foreground">{subject.recentFailures}</span>
+                        {/if}
+                      </td>
+                    {/if}
+                  {/each}
+                </tr>
+                <!-- Expanded Detail -->
+                {#if isExpanded}
+                  <tr class="border-border border-b last:border-b-0">
+                    <td colspan={columnCount} class="p-0">
+                      <div transition:slide={{ duration: 200 }}>
+                        <div class="bg-muted/20 px-4 py-3">
+                          {#if detailLoading}
+                            <p class="text-muted-foreground text-sm">Loading results...</p>
+                          {:else if subjectDetail && subjectDetail.results.length > 0}
+                            <div class="overflow-x-auto">
+                              <table class="w-full text-xs">
+                                <thead>
+                                  <tr class="text-muted-foreground text-left">
+                                    <th class="px-3 py-1.5 font-medium">Time</th>
+                                    <th class="px-3 py-1.5 font-medium">Duration</th>
+                                    <th class="px-3 py-1.5 font-medium">Status</th>
+                                    <th class="px-3 py-1.5 font-medium">Fetched</th>
+                                    <th class="px-3 py-1.5 font-medium">Changed</th>
+                                    <th class="px-3 py-1.5 font-medium">Unchanged</th>
+                                    <th class="px-3 py-1.5 font-medium">Audits</th>
+                                    <th class="px-3 py-1.5 font-medium">Error</th>
+                                  </tr>
+                                </thead>
+                                <tbody>
+                                  {#each subjectDetail.results as result (result.id)}
+                                    {@const detailRel = relativeTime(new Date(result.completedAt), now)}
+                                    <tr class="border-border/50 border-t">
+                                      <td class="px-3 py-1.5">
+                                        <SimpleTooltip text={formatAbsoluteDate(result.completedAt)} side="top" passthrough>
+                                          <span class="text-muted-foreground">{detailRel.text === "now" ? "just now" : detailRel.text}</span>
+                                        </SimpleTooltip>
+                                      </td>
+                                      <td class="px-3 py-1.5">{formatDurationMs(result.durationMs)}</td>
+                                      <td class="px-3 py-1.5">
+                                        {#if result.success}
+                                          <span class="text-green-600 dark:text-green-400">ok</span>
+                                        {:else}
+                                          <span class="text-red-600 dark:text-red-400">fail</span>
+                                        {/if}
+                                      </td>
+                                      <td class="px-3 py-1.5">
+                                        <span class={emphasisClass(result.coursesFetched ?? 0)}>{result.coursesFetched ?? "\u2014"}</span>
+                                      </td>
+                                      <td class="px-3 py-1.5">
+                                        <span class={emphasisClass(result.coursesChanged ?? 0)}>{result.coursesChanged ?? "\u2014"}</span>
+                                      </td>
+                                      <td class="px-3 py-1.5">
+                                        <span class="text-muted-foreground">{result.coursesUnchanged ?? "\u2014"}</span>
+                                      </td>
+                                      <td class="px-3 py-1.5">
+                                        <span class={emphasisClass(result.auditsGenerated ?? 0)}>{result.auditsGenerated ?? "\u2014"}</span>
+                                      </td>
+                                      <td class="text-muted-foreground max-w-[200px] truncate px-3 py-1.5">
+                                        {result.errorMessage ?? ""}
+                                      </td>
+                                    </tr>
+                                  {/each}
+                                </tbody>
+                              </table>
+                            </div>
+                          {:else}
+                            <p class="text-muted-foreground text-sm">No recent results.</p>
+                          {/if}
+                        </div>
+                      </div>
+                    </td>
+                  </tr>
+                {/if}
+              {/each}
+            {/if}
+          </tbody>
+        </table>
+      </div>
+    </div>
+  {:else}
+    <!-- Initial loading skeleton -->
+    <div class="grid grid-cols-2 gap-4 lg:grid-cols-4">
+      {#each Array(8) as _}
+        <div class="bg-card border-border rounded-lg border p-4">
+          <div class="h-4 w-24 rounded bg-muted animate-pulse"></div>
+          <div class="mt-2 h-8 w-16 rounded bg-muted animate-pulse"></div>
+        </div>
+      {/each}
+    </div>
+  {/if}
+</div>

web/src/routes/+error.svelte

@@ -0,0 +1,46 @@
+<script lang="ts">
+import { page } from "$app/state";
+import { House } from "@lucide/svelte";
+
+const status = $derived(page.status);
+
+const messages: Record<number, string> = {
+  400: "Bad request",
+  401: "Unauthorized",
+  403: "Forbidden",
+  404: "Page not found",
+  405: "Method not allowed",
+  408: "Request timeout",
+  429: "Too many requests",
+  500: "Something went wrong",
+  502: "Service temporarily unavailable",
+  503: "Service temporarily unavailable",
+  504: "Gateway timeout",
+};
+
+const message = $derived(messages[status] ?? "An error occurred");
+const isServerError = $derived(status >= 500);
+</script>
+
+<svelte:head>
+  <title>{status} - {message}</title>
+</svelte:head>
+
+<div class="flex min-h-screen items-center justify-center px-4 pb-14">
+  <div class="max-w-md text-center">
+    <h1 class="text-8xl font-bold tracking-tight text-muted-foreground/50">{status}</h1>
+    <p class="mt-4 text-xl text-muted-foreground">{message}</p>
+
+    {#if isServerError}
+      <p class="mt-2 text-sm text-muted-foreground/60">This may be temporary. Try again in a moment.</p>
+    {/if}
+
+    <a
+      href="/"
+      class="mt-8 inline-flex items-center gap-2 rounded-lg border border-border bg-card px-4 py-2.5 text-sm font-medium text-foreground shadow-sm transition-colors hover:bg-muted"
+    >
+      <House size={16} strokeWidth={2} />
+      Return home
+    </a>
+  </div>
+</div>

web/src/routes/layout.css

@@ -19,6 +19,7 @@
   --status-red: oklch(0.63 0.2 25);
   --status-orange: oklch(0.75 0.18 70);
   --status-gray: oklch(0.556 0 0);
+  --status-blue: oklch(0.55 0.15 250);
 }
 
 .dark {
@@ -37,6 +38,7 @@
   --status-red: oklch(0.7 0.19 25);
   --status-orange: oklch(0.8 0.16 70);
   --status-gray: oklch(0.708 0 0);
+  --status-blue: oklch(0.7 0.15 250);
 }
 
 @theme inline {
@@ -54,6 +56,9 @@
   --color-status-red: var(--status-red);
   --color-status-orange: var(--status-orange);
   --color-status-gray: var(--status-gray);
+  --color-status-blue: var(--status-blue);
+  --color-surface-100: var(--card);
+  --color-surface-content: var(--foreground);
   --font-sans: "Inter Variable", ui-sans-serif, system-ui, sans-serif;
   --animate-accordion-down: accordion-down 200ms ease-out;
   --animate-accordion-up: accordion-up 200ms ease-out;