Merge branch 'interests-web' into interests

2026-09-13 05:49:25 +00:00
parent af70da1493 861ae6cb5e
commit 57ba47a5a0
18 changed files with 797 additions and 34 deletions
@@ -232,7 +232,24 @@ fn facet_label(token: &str) -> Option<String> {
 pub struct Understanding {
    pub kicker: Option<String>,
    pub topics: Option<String>,
-    pub interests: Option<String>,
+    pub interests: Vec<InterestRef>,
+}
+
+#[derive(Clone, Debug, Eq, PartialEq)]
+pub struct InterestRef {
+    pub name: String,
+    pub href: String,
+}
+
+impl Understanding {
+    /// EPUBs keep interest names as plain text, without dashboard links.
+    pub fn interests_line(&self) -> String {
+        self.interests
+            .iter()
+            .map(|interest| interest.name.as_str())
+            .collect::<Vec<_>>()
+            .join(" \u{00b7} ")
+    }
 }

 /// Reader-facing assessment details, split so templates can give each part the
@@ -257,7 +274,14 @@ pub fn understanding(pick: &Pick) -> Understanding {
        });
        (kicker, topics)
    });
-    let interests = (!pick.top_interests.is_empty()).then(|| pick.top_interests.join(" \u{00b7} "));
+    let interests = pick
+        .top_interests
+        .iter()
+        .map(|name| InterestRef {
+            name: name.clone(),
+            href: crate::interests::articles_href(name),
+        })
+        .collect();

    Understanding {
        kicker,
@@ -811,7 +835,16 @@ mod tests {
            Understanding {
                kicker: Some("Software engineering · Analysis".into()),
                topics: Some("copy-on-write · ZFS".into()),
-                interests: Some("Filesystems · Rust".into()),
+                interests: vec![
+                    InterestRef {
+                        name: "Filesystems".into(),
+                        href: "/dashboard/articles?interest=Filesystems".into(),
+                    },
+                    InterestRef {
+                        name: "Rust".into(),
+                        href: "/dashboard/articles?interest=Rust".into(),
+                    },
+                ],
            }
        );
    }
@@ -833,7 +866,10 @@ mod tests {
        assert_eq!(
            understanding(&pick),
            Understanding {
-                interests: Some("Rust".into()),
+                interests: vec![InterestRef {
+                    name: "Rust".into(),
+                    href: "/dashboard/articles?interest=Rust".into(),
+                }],
                ..Understanding::default()
            }
        );
@@ -10,13 +10,13 @@
 {% if understanding.kicker.is_some() || understanding.topics.is_some() %}
        <p class="rubric">{% if let Some(kicker) = understanding.kicker %}<span class="kicker">{{ kicker }}</span>{% if let Some(topics) = understanding.topics %} &#160; {{ topics }}{% endif %}{% else %}{% if let Some(topics) = understanding.topics %}{{ topics }}{% endif %}{% endif %}</p>
 {% endif %}
-{% if why.is_some() || understanding.interests.is_some() %}
+{% if why.is_some() || !understanding.interests.is_empty() %}
        <div class="why">
 {% if let Some(text) = why %}
          <p class="why-line"><em>Why it&#39;s here: {{ text }}</em></p>
 {% endif %}
-{% if let Some(interests) = understanding.interests %}
-          <p class="why-matches">Matches: {{ interests }}</p>
+{% if !understanding.interests.is_empty() %}
+          <p class="why-matches">Matches: {{ understanding.interests_line() }}</p>
 {% endif %}
        </div>
 {% endif %}
@@ -13,13 +13,13 @@
 {% if entry.understanding.kicker.is_some() || entry.understanding.topics.is_some() %}
          <p class="rubric">{% if let Some(kicker) = entry.understanding.kicker %}<span class="kicker">{{ kicker }}</span>{% if let Some(topics) = entry.understanding.topics %} &#160; {{ topics }}{% endif %}{% else %}{% if let Some(topics) = entry.understanding.topics %}{{ topics }}{% endif %}{% endif %}</p>
 {% endif %}
-{% if entry.why.is_some() || entry.understanding.interests.is_some() %}
+{% if entry.why.is_some() || !entry.understanding.interests.is_empty() %}
          <div class="index-why">
 {% if let Some(text) = entry.why %}
            <p class="why-line"><em>Why it&#39;s here: {{ text }}</em></p>
 {% endif %}
-{% if let Some(interests) = entry.understanding.interests %}
-            <p class="why-matches">Matches: {{ interests }}</p>
+{% if !entry.understanding.interests.is_empty() %}
+            <p class="why-matches">Matches: {{ entry.understanding.interests_line() }}</p>
 {% endif %}
          </div>
 {% endif %}
@@ -69,6 +69,14 @@ pub struct Rates {

 const INTEREST_COLUMNS: &str = "id, name, category, created_at, categorized_at";

+/// Dashboard article search for one interest name.
+pub fn articles_href(name: &str) -> String {
+    format!(
+        "/dashboard/articles?interest={}",
+        crate::web::encode_component(name)
+    )
+}
+
 /// Parse an OPML export for the one-time interests importer.
 pub fn parse_opml(raw: &str) -> Vec<String> {
    let mut seen = BTreeSet::new();
@@ -53,6 +53,7 @@ pub fn routes() -> Router<AppState> {
 #[derive(Debug, Default, Deserialize)]
 pub struct ArticlesQuery {
    pub q: Option<String>,
+    pub interest: Option<String>,
    pub feed: Option<String>,
    pub stage: Option<String>,
    pub reason: Option<String>,
@@ -68,8 +69,9 @@ pub struct ArticlesQuery {
 const RATED: [&str; 7] = ["any", "loved", "good", "down", "slop", "cleared", "none"];
 const PUBLISHED: [&str; 2] = ["yes", "no"];

-const ARTICLE_SORTS: [(&str, &str); 7] = [
+const ARTICLE_SORTS: [(&str, &str); 8] = [
    ("first_seen", "x.first_seen DESC, x.id DESC"),
+    ("match", "x.match_cos DESC, x.id DESC"),
    ("utility", "x.utility DESC, x.id DESC"),
    ("quality", "x.quality DESC, x.id DESC"),
    ("fit", "x.fit DESC, x.id DESC"),
@@ -82,6 +84,7 @@ const ARTICLE_SORTS: [(&str, &str); 7] = [
 #[derive(Debug, Clone, Default, PartialEq, Eq)]
 pub struct ArticleFilters {
    pub q: Option<String>,
+    pub interest: Option<InterestFilter>,
    pub feed: Option<i64>,
    pub stage: Option<String>,
    pub reason: Option<String>,
@@ -93,8 +96,14 @@ pub struct ArticleFilters {
    pub sort: &'static str,
 }

+#[derive(Debug, Clone, PartialEq, Eq)]
+pub struct InterestFilter {
+    pub id: Option<i64>,
+    pub name: String,
+}
+
 impl ArticleFilters {
-    pub fn from_query(query: &ArticlesQuery) -> Self {
+    pub fn from_query(query: &ArticlesQuery, interest: Option<InterestFilter>) -> Self {
        let owned = |value: Option<&str>| value.map(str::to_string);
        let date = |value: Option<&str>| {
            non_empty(value)
@@ -103,8 +112,19 @@ impl ArticleFilters {
        };
        let mut kinds: Vec<&str> = TRIAGE_KINDS.to_vec();
        kinds.push(PROVIDER_REJECTED);
+        let sort = ARTICLE_SORTS
+            .iter()
+            .find(|(name, _)| Some(*name) == query.sort.as_deref())
+            .map(|(name, _)| *name)
+            .filter(|sort| *sort != "match" || interest.is_some())
+            .unwrap_or(if interest.is_some() {
+                "match"
+            } else {
+                ARTICLE_SORTS[0].0
+            });
        Self {
            q: owned(non_empty(query.q.as_deref())),
+            interest,
            feed: non_empty(query.feed.as_deref()).and_then(|feed| feed.parse::<i64>().ok()),
            stage: owned(allow_listed(query.stage.as_deref(), &STAGES)),
            reason: owned(allow_listed(query.reason.as_deref(), &REASONS)),
@@ -113,11 +133,7 @@ impl ArticleFilters {
            from: date(query.from.as_deref()),
            to: date(query.to.as_deref()),
            kind: owned(allow_listed(query.kind.as_deref(), &kinds)),
-            sort: ARTICLE_SORTS
-                .iter()
-                .find(|(name, _)| Some(*name) == query.sort.as_deref())
-                .map(|(name, _)| *name)
-                .unwrap_or(ARTICLE_SORTS[0].0),
+            sort,
        }
    }

@@ -182,6 +198,10 @@ impl ArticleFilters {
    fn params(&self) -> Vec<(&'static str, Option<String>)> {
        vec![
            ("q", self.q.clone()),
+            (
+                "interest",
+                self.interest.as_ref().map(|interest| interest.name.clone()),
+            ),
            ("feed", self.feed.map(|feed| feed.to_string())),
            ("stage", self.stage.clone()),
            ("reason", self.reason.clone()),
@@ -219,6 +239,13 @@ pub struct ArticleListRow {
    pub rating: Option<String>,
    pub rating_class: &'static str,
    pub published: Option<String>,
+    pub interests: Vec<ArticleInterest>,
+}
+
+#[derive(Debug, Clone)]
+pub struct ArticleInterest {
+    pub name: String,
+    pub href: String,
 }

 const ARTICLE_INNER: &str =
@@ -226,12 +253,14 @@ const ARTICLE_INNER: &str =
                a.word_count, e.feed_id, COALESCE(e.feed_title, '') AS feed_title,
                l.run_id, l.stage, l.excluded_reason, l.utility, r.date AS run_date,
                t.score AS triage, t.kind AS triage_kind, d.score AS quality, d.fit AS fit,
+                {match_cos} AS match_cos,
                (SELECT re.label FROM rating_events re
                 WHERE re.article_id = a.id AND re.kind = 'explicit'
                 ORDER BY re.event_at DESC, re.id DESC LIMIT 1) AS rating,
                (SELECT ia.issue_date FROM issue_articles ia
                 WHERE ia.article_id = a.id ORDER BY ia.issue_date DESC LIMIT 1) AS published
         FROM articles a
+         {interest_join}
         LEFT JOIN entries e ON e.id = a.best_entry_id
         LEFT JOIN candidate_runs l ON l.article_id = a.id
              AND l.run_id = (SELECT MAX(c2.run_id) FROM candidate_runs c2
@@ -245,10 +274,16 @@ pub async fn list_articles(
    config: &Config,
    filters: &ArticleFilters,
    page: u32,
-) -> Result<(Vec<ArticleListRow>, Pagination), sqlx::Error> {
+) -> anyhow::Result<(Vec<ArticleListRow>, Pagination)> {
    let (clauses, binds) = filters.where_clauses();
-    let count_sql = format!("SELECT COUNT(*) FROM ({ARTICLE_INNER}) x WHERE 1 = 1{clauses}");
-    let total: i64 = bind_all(dynamic_query(count_sql), &binds)
+    let (inner, interest_binds) = article_inner(filters);
+    let all_binds = interest_binds
+        .iter()
+        .cloned()
+        .chain(binds.iter().cloned())
+        .collect::<Vec<_>>();
+    let count_sql = format!("SELECT COUNT(*) FROM ({inner}) x WHERE 1 = 1{clauses}");
+    let total: i64 = bind_all(dynamic_query(count_sql), &all_binds)
        .fetch_one(db.pool())
        .await?
        .get(0);
@@ -258,15 +293,15 @@ pub async fn list_articles(
        total,
    };
    let select_sql = format!(
-        "SELECT * FROM ({ARTICLE_INNER}) x WHERE 1 = 1{clauses} ORDER BY {} LIMIT ? OFFSET ?",
+        "SELECT * FROM ({inner}) x WHERE 1 = 1{clauses} ORDER BY {} LIMIT ? OFFSET ?",
        filters.order_by()
    );
-    let rows = bind_all(dynamic_query(select_sql), &binds)
+    let rows = bind_all(dynamic_query(select_sql), &all_binds)
        .bind(i64::from(ARTICLES_PER_PAGE))
        .bind(pagination.offset())
        .fetch_all(db.pool())
        .await?;
-    let rows = rows
+    let mut rows: Vec<ArticleListRow> = rows
        .iter()
        .map(|row| {
            let id: ArticleId = row.get("id");
@@ -290,12 +325,45 @@ pub async fn list_articles(
                rating_class: widget_label(rating.as_deref()),
                rating,
                published: row.get("published"),
+                interests: Vec::new(),
            }
        })
        .collect();
+    let ids = rows.iter().map(|row| row.id).collect::<Vec<_>>();
+    let mut by_article: HashMap<ArticleId, Vec<ArticleInterest>> = HashMap::new();
+    for matched in crate::interests::matches_for_articles(db, &ids).await? {
+        by_article
+            .entry(matched.article_id)
+            .or_default()
+            .push(ArticleInterest {
+                href: crate::interests::articles_href(&matched.name),
+                name: matched.name,
+            });
+    }
+    for row in &mut rows {
+        row.interests = by_article.remove(&row.id).unwrap_or_default();
+    }
    Ok((rows, pagination))
 }

+fn article_inner(filters: &ArticleFilters) -> (String, Vec<Bind>) {
+    match &filters.interest {
+        Some(interest) => (
+            ARTICLE_INNER.replace("{match_cos}", "ai.cos").replace(
+                "{interest_join}",
+                "JOIN article_interests ai ON ai.article_id = a.id AND ai.interest_id = ?",
+            ),
+            vec![Bind::Int(interest.id.unwrap_or(-1))],
+        ),
+        None => (
+            ARTICLE_INNER
+                .replace("{match_cos}", "NULL")
+                .replace("{interest_join}", ""),
+            Vec::new(),
+        ),
+    }
+}
+
 #[derive(Template)]
 #[template(path = "dashboard/articles.html")]
 struct ArticlesTemplate {
@@ -308,6 +376,7 @@ struct ArticlesTemplate {
    rated: Vec<&'static str>,
    kinds: Vec<&'static str>,
    sorts: Vec<&'static str>,
+    interest_options: Vec<crate::interests::Interest>,
    pager: Pager,
 }

@@ -319,11 +388,24 @@ async fn list(
 ) -> Result<Response, WebError> {
    let viewer = auth.user().await.map(Viewer::from);
    let config = state.config();
-    let filters = ArticleFilters::from_query(&query);
+    let interest_options = crate::interests::list(&state.db)
+        .await
+        .map_err(WebError::Internal)?;
+    let requested_interest = non_empty(query.interest.as_deref()).map(str::to_string);
+    let interest = requested_interest.map(|name| {
+        let found = interest_options
+            .iter()
+            .find(|interest| interest.name.eq_ignore_ascii_case(&name));
+        InterestFilter {
+            id: found.map(|interest| interest.id),
+            name: found.map(|interest| interest.name.clone()).unwrap_or(name),
+        }
+    });
+    let filters = ArticleFilters::from_query(&query, interest);
    let page_no = page_number(query.page);
    let (articles, pagination) = list_articles(&state.db, &config, &filters, page_no)
        .await
-        .map_err(db_err)?;
+        .map_err(WebError::Internal)?;
    let pager = Pager::new(pagination, "/dashboard/articles", &filters.params());
    let mut kinds: Vec<&'static str> = TRIAGE_KINDS.to_vec();
    kinds.push(PROVIDER_REJECTED);
@@ -342,6 +424,7 @@ async fn list(
        rated: RATED.to_vec(),
        kinds,
        sorts: ARTICLE_SORTS.iter().map(|(name, _)| *name).collect(),
+        interest_options,
        pager,
    })
    .into_response())
@@ -845,7 +928,7 @@ mod tests {
    fn query(f: impl FnOnce(&mut ArticlesQuery)) -> ArticleFilters {
        let mut query = ArticlesQuery::default();
        f(&mut query);
-        ArticleFilters::from_query(&query)
+        ArticleFilters::from_query(&query, None)
    }

    #[tokio::test]
@@ -939,6 +1022,86 @@ mod tests {
        assert_eq!(rows[0].id, 1);
    }

+    #[test]
+    fn the_match_sort_needs_an_interest_and_round_trips_in_the_pager_links() {
+        let without = query(|q| q.sort = Some("match".into()));
+        assert_eq!(without.sort, "first_seen");
+        assert!(without.params().contains(&("sort", None)));
+
+        let with = ArticlesQuery {
+            interest: Some("Rust".into()),
+            ..ArticlesQuery::default()
+        };
+        let with = ArticleFilters::from_query(
+            &with,
+            Some(InterestFilter {
+                id: Some(7),
+                name: "Rust".into(),
+            }),
+        );
+        assert_eq!(with.sort, "match", "the interest filter sorts by cosine");
+        let params = with.params();
+        assert!(params.contains(&("interest", Some("Rust".into()))));
+        assert!(params.contains(&("sort", Some("match".into()))));
+    }
+
+    #[tokio::test]
+    async fn interest_filter_finds_matches_unknown_is_empty_and_badges_link() {
+        let seed = seed().await;
+        let crate::interests::AddOutcome::Added(interest_id) = crate::interests::add(
+            &seed.db,
+            "Rust & Systems",
+            Some("Software"),
+            "2026-09-12T12:00:00Z".parse().unwrap(),
+        )
+        .await
+        .unwrap() else {
+            unreachable!();
+        };
+        sqlx::query(
+            "INSERT INTO article_interests (article_id, interest_id, cos, z, run_id)
+             VALUES (1, ?, 0.82, 2.1, ?)",
+        )
+        .bind(interest_id)
+        .bind(seed.run_id)
+        .execute(seed.db.pool())
+        .await
+        .unwrap();
+
+        let app = app_with_users(&seed.db).await;
+        let admin = login_cookie(&app, "admin", "correct horse battery").await;
+        let filtered = get(
+            &app,
+            "/dashboard/articles?interest=rust+%26+systems",
+            Some(&admin),
+        )
+        .await;
+        assert_eq!(filtered.status(), axum::http::StatusCode::OK);
+        let filtered = crate::web::dashboard::tests::response_text(filtered).await;
+        assert!(filtered.contains("Article 1 about prose"), "{filtered}");
+        assert!(!filtered.contains("Article 2 about graphs"), "{filtered}");
+        assert!(filtered.contains("value=\"match\" selected"), "{filtered}");
+        assert!(
+            filtered.contains(
+                "href=\"/dashboard/articles?interest=Rust+%26+Systems\">Rust &#38; Systems</a>"
+            ),
+            "{filtered}"
+        );
+
+        let unknown = get(
+            &app,
+            "/dashboard/articles?interest=not-a-real-interest",
+            Some(&admin),
+        )
+        .await;
+        assert_eq!(unknown.status(), axum::http::StatusCode::OK);
+        let unknown = crate::web::dashboard::tests::response_text(unknown).await;
+        assert!(
+            unknown.contains("No articles match this filter."),
+            "{unknown}"
+        );
+    }
+
    #[tokio::test]
    async fn article_detail_shows_assessments_run_history_and_rating_events() {
        let seed = seed().await;
@@ -69,6 +69,12 @@ struct WhyArticle {
    title: String,
 }

+#[derive(Debug)]
+struct WhyInterest {
+    name: String,
+    href: String,
+}
+
 /// One table row.
 #[derive(Debug)]
 struct FeedRow {
@@ -79,7 +85,7 @@ struct FeedRow {
    /// The candidate's title, or its feed URL when it has none.
    label: String,
    host: String,
-    interests: Vec<String>,
+    interests: Vec<WhyInterest>,
    articles: Vec<WhyArticle>,
    article_count: usize,
    first_seen: String,
@@ -383,7 +389,13 @@ fn row(
 ) -> FeedRow {
    let mut scored = evidence_of(candidate, evidence);
    let score = discovery::score(&scored);
-    let interests = discovery::why(&scored);
+    let interests = discovery::why(&scored)
+        .into_iter()
+        .map(|name| WhyInterest {
+            href: crate::interests::articles_href(&name),
+            name,
+        })
+        .collect();

    // Best evidence first; the articles nothing is known about come last, in
    // title order.
@@ -0,0 +1,485 @@
+//! Dashboard: standing interests and their rating-derived weights.
+
+use std::cmp::Ordering;
+use std::collections::BTreeSet;
+
+use askama::Template;
+use axum::Router;
+use axum::extract::{Extension, Form, Path, Query, State};
+use axum::response::{IntoResponse, Redirect, Response};
+use axum::routing::{get, post};
+use axum_login::tower_sessions::Session;
+use jiff::Timestamp;
+use serde::Deserialize;
+
+use super::jobs::set_flash;
+use crate::curate::signals;
+use crate::interests as interest_store;
+use crate::server::AppState;
+use crate::types::ArticleId;
+use crate::web::session::{AuthSession, Viewer};
+use crate::web::{Html, Page, WebError, encode_component, take_flash};
+
+const PATH: &str = "/dashboard/interests";
+const SORTS: [&str; 4] = ["weight", "name", "matches", "added"];
+
+/// Routes contributed by the interests page.
+pub fn routes() -> Router<AppState> {
+    Router::new()
+        .route(PATH, get(index).post(add))
+        .route("/dashboard/interests/{id}/category", post(set_category))
+        .route("/dashboard/interests/{id}/delete", post(delete))
+}
+
+#[derive(Debug, Default, Deserialize)]
+struct InterestsQuery {
+    category: Option<String>,
+    sort: Option<String>,
+}
+
+#[derive(Debug, Deserialize)]
+struct AddForm {
+    name: String,
+    #[serde(default)]
+    category: String,
+}
+
+#[derive(Debug, Deserialize)]
+struct CategoryForm {
+    #[serde(default)]
+    category: String,
+}
+
+#[derive(Debug)]
+struct CategoryOption {
+    name: String,
+}
+
+#[derive(Debug)]
+struct InterestRow {
+    id: i64,
+    name: String,
+    href: String,
+    category: Option<String>,
+    category_href: String,
+    weight: String,
+    weight_value: f64,
+    up: String,
+    down: String,
+    rated_matches: usize,
+    matched_articles: i64,
+    added: String,
+    created_at: String,
+}
+
+#[derive(Template)]
+#[template(path = "dashboard/interests.html")]
+struct InterestsTemplate {
+    page: Page,
+    rows: Vec<InterestRow>,
+    categories: Vec<CategoryOption>,
+    selected_category: String,
+    selected_sort: String,
+    sorts: Vec<&'static str>,
+    total: usize,
+    uncategorized: usize,
+    lookback_days: i64,
+    half_life_days: String,
+    affinity_gate: String,
+    attributable: usize,
+    affinity_full: usize,
+    jobs_enabled: bool,
+}
+
+async fn index(
+    State(state): State<AppState>,
+    auth: AuthSession,
+    Extension(session): Extension<Session>,
+    Query(query): Query<InterestsQuery>,
+) -> Result<Response, WebError> {
+    let viewer = auth
+        .user()
+        .await
+        .map(Viewer::from)
+        .ok_or_else(|| WebError::Unauthenticated { next: PATH.into() })?;
+    let config = state.config();
+    let ranking = &config.curation.ranking;
+    let db = &state.db;
+    let now = Timestamp::now();
+    let interests = interest_store::list(db).await.map_err(WebError::Internal)?;
+    let total = interests.len();
+    let uncategorized = interests
+        .iter()
+        .filter(|interest| interest.category.is_none())
+        .count();
+
+    let mut category_names = interests
+        .iter()
+        .filter_map(|interest| interest.category.clone())
+        .collect::<BTreeSet<_>>()
+        .into_iter()
+        .collect::<Vec<_>>();
+    category_names.sort_by(|left, right| {
+        left.to_lowercase()
+            .cmp(&right.to_lowercase())
+            .then_with(|| left.cmp(right))
+    });
+    let categories = category_names
+        .iter()
+        .map(|name| CategoryOption { name: name.clone() })
+        .collect::<Vec<_>>();
+
+    let selected_category = query
+        .category
+        .as_deref()
+        .map(str::trim)
+        .filter(|category| !category.is_empty())
+        .map(str::to_string)
+        .unwrap_or_default();
+    let selected_sort = query
+        .sort
+        .as_deref()
+        .filter(|sort| SORTS.contains(sort))
+        .unwrap_or("weight")
+        .to_string();
+
+    let ratings = db.current_ratings(ranking.rating_lookback_days).await?;
+    let rated_ids = ratings
+        .iter()
+        .map(|rating| rating.article_id)
+        .collect::<Vec<_>>();
+    let matches = interest_store::matches_for_articles(db, &rated_ids)
+        .await
+        .map_err(WebError::Internal)?;
+    let rated = ratings
+        .iter()
+        .map(|rating| {
+            let age_days = (now.as_second() - rating.event_at.as_second()).max(0) as f64 / 86_400.0;
+            (
+                rating.article_id,
+                rating.value,
+                signals::decay(age_days, ranking.rating_half_life_days),
+            )
+        })
+        .collect::<Vec<(ArticleId, f64, f64)>>();
+    let matched = matches
+        .iter()
+        .map(|row| (row.article_id, row.interest_id, row.z))
+        .collect::<Vec<_>>();
+    let rates = interest_store::rates(&rated, &matched);
+    let counts = interest_store::match_counts(db)
+        .await
+        .map_err(WebError::Internal)?;
+
+    let mut rows = interests
+        .into_iter()
+        .filter(|interest| match selected_category.as_str() {
+            "" => true,
+            "uncategorized" => interest.category.is_none(),
+            category => interest
+                .category
+                .as_deref()
+                .is_some_and(|current| current.eq_ignore_ascii_case(category)),
+        })
+        .map(|interest| {
+            let rate = rates
+                .by_interest
+                .get(&interest.id)
+                .copied()
+                .unwrap_or_default();
+            let category_href = interest
+                .category
+                .as_deref()
+                .map(|category| format!("{PATH}?category={}", encode_component(category)))
+                .unwrap_or_else(|| format!("{PATH}?category=uncategorized"));
+            InterestRow {
+                id: interest.id,
+                href: interest_store::articles_href(&interest.name),
+                name: interest.name,
+                category: interest.category,
+                category_href,
+                weight: if rate.n > 0 {
+                    format!("{:.2}", rate.weight())
+                } else {
+                    "—".into()
+                },
+                weight_value: rate.weight(),
+                up: format!("{:.2}", rate.up),
+                down: format!("{:.2}", rate.down),
+                rated_matches: rate.n,
+                matched_articles: counts.get(&interest.id).copied().unwrap_or(0),
+                added: super::fmt_stored_time(Some(&interest.created_at), &config),
+                created_at: interest.created_at,
+            }
+        })
+        .collect::<Vec<_>>();
+    sort_rows(&mut rows, &selected_sort);
+
+    let mut page = Page::new("Interests", Some(viewer), "interests");
+    page.flash = take_flash(&session).await?;
+    Ok(Html(InterestsTemplate {
+        page,
+        rows,
+        categories,
+        selected_category,
+        selected_sort,
+        sorts: SORTS.to_vec(),
+        total,
+        uncategorized,
+        lookback_days: ranking.rating_lookback_days,
+        half_life_days: format!("{}", ranking.rating_half_life_days),
+        affinity_gate: format!(
+            "{:.2}",
+            signals::gate(
+                rates.attributable,
+                ranking.affinity_floor,
+                ranking.affinity_full
+            )
+        ),
+        attributable: rates.attributable,
+        affinity_full: ranking.affinity_full,
+        jobs_enabled: config.server.jobs_enabled,
+    })
+    .into_response())
+}
+
+fn sort_rows(rows: &mut [InterestRow], sort: &str) {
+    rows.sort_by(|left, right| {
+        let selected = match sort {
+            "name" => Ordering::Equal,
+            "matches" => right.matched_articles.cmp(&left.matched_articles),
+            "added" => right.created_at.cmp(&left.created_at),
+            _ => right
+                .weight_value
+                .partial_cmp(&left.weight_value)
+                .unwrap_or(Ordering::Equal),
+        };
+        selected.then_with(|| {
+            left.name
+                .to_lowercase()
+                .cmp(&right.name.to_lowercase())
+                .then_with(|| left.name.cmp(&right.name))
+        })
+    });
+}
+
+fn form_category(value: &str) -> Option<&str> {
+    let value = value.trim();
+    (!value.is_empty()).then_some(value)
+}
+
+async fn add(
+    State(state): State<AppState>,
+    Extension(session): Extension<Session>,
+    Form(form): Form<AddForm>,
+) -> Result<Response, WebError> {
+    match interest_store::add(
+        &state.db,
+        &form.name,
+        form_category(&form.category),
+        Timestamp::now(),
+    )
+    .await
+    {
+        Ok(interest_store::AddOutcome::Added(_)) => {
+            set_flash(&session, "success", format!("Added {}.", form.name.trim())).await?;
+        }
+        Ok(interest_store::AddOutcome::Duplicate) => {
+            set_flash(
+                &session,
+                "error",
+                format!("{} already exists.", form.name.trim()),
+            )
+            .await?;
+        }
+        Err(error) => set_flash(&session, "error", error.to_string()).await?,
+    }
+    Ok(Redirect::to(PATH).into_response())
+}
+
+async fn set_category(
+    State(state): State<AppState>,
+    Extension(session): Extension<Session>,
+    Path(id): Path<i64>,
+    Form(form): Form<CategoryForm>,
+) -> Result<Response, WebError> {
+    interest_store::set_category(
+        &state.db,
+        id,
+        form_category(&form.category),
+        Timestamp::now(),
+    )
+    .await
+    .map_err(WebError::Internal)?;
+    set_flash(&session, "success", "Category saved.".into()).await?;
+    Ok(Redirect::to(PATH).into_response())
+}
+
+async fn delete(
+    State(state): State<AppState>,
+    Extension(session): Extension<Session>,
+    Path(id): Path<i64>,
+) -> Result<Response, WebError> {
+    let name: Option<String> = sqlx::query_scalar("SELECT name FROM interests WHERE id = ?")
+        .bind(id)
+        .fetch_optional(state.db.pool())
+        .await
+        .map_err(super::db_err)?;
+    interest_store::delete(&state.db, id)
+        .await
+        .map_err(WebError::Internal)?;
+    set_flash(
+        &session,
+        "success",
+        name.map(|name| format!("Deleted {name}."))
+            .unwrap_or_else(|| "Interest already deleted.".into()),
+    )
+    .await?;
+    Ok(Redirect::to(PATH).into_response())
+}
+
+#[cfg(test)]
+mod tests {
+    use axum::body::Body;
+    use axum::http::{Method, Request, StatusCode, header};
+    use tower::ServiceExt;
+
+    use super::*;
+    use crate::interests::AddOutcome;
+    use crate::web::dashboard::tests::{
+        app_with_users, assert_admin_only, login_cookie, response_text, seed,
+    };
+
+    async fn post_form(
+        app: &axum::Router,
+        uri: &str,
+        cookie: Option<&str>,
+        body: &str,
+    ) -> Response {
+        let mut request = Request::builder()
+            .method(Method::POST)
+            .uri(uri)
+            .header(header::CONTENT_TYPE, "application/x-www-form-urlencoded")
+            .header("sec-fetch-site", "same-origin");
+        if let Some(cookie) = cookie {
+            request = request.header(header::COOKIE, cookie);
+        }
+        app.clone()
+            .oneshot(request.body(Body::from(body.to_string())).unwrap())
+            .await
+            .unwrap()
+    }
+
+    #[tokio::test]
+    async fn page_sorts_rating_weights_descending_and_is_admin_only() {
+        let seed = seed().await;
+        let now = Timestamp::now();
+        let AddOutcome::Added(rust) = interest_store::add(&seed.db, "Rust", Some("Software"), now)
+            .await
+            .unwrap()
+        else {
+            unreachable!();
+        };
+        interest_store::add(&seed.db, "Cooking", None, now)
+            .await
+            .unwrap();
+        sqlx::query(
+            "INSERT INTO article_interests (article_id, interest_id, cos, z, run_id)
+             VALUES (1, ?, 0.8, 3.0, ?)",
+        )
+        .bind(rust)
+        .bind(seed.run_id)
+        .execute(seed.db.pool())
+        .await
+        .unwrap();
+
+        let app = app_with_users(&seed.db).await;
+        let body = assert_admin_only(&app, PATH).await;
+        let table = body.split_once("<tbody>").unwrap().1;
+        assert!(table.find(">Rust</a>").unwrap() < table.find(">Cooking</a>").unwrap());
+        assert!(
+            table.contains("/dashboard/articles?interest=Rust"),
+            "{table}"
+        );
+        assert!(body.contains("affinity gate"), "{body}");
+
+        let reader = login_cookie(&app, "reader", "correct horse battery").await;
+        for (uri, body) in [
+            (PATH.to_string(), "name=New&category="),
+            (
+                format!("/dashboard/interests/{rust}/category"),
+                "category=Other",
+            ),
+            (format!("/dashboard/interests/{rust}/delete"), ""),
+        ] {
+            let forbidden = post_form(&app, &uri, Some(&reader), body).await;
+            assert_eq!(forbidden.status(), StatusCode::FORBIDDEN, "{uri}");
+        }
+    }
+
+    #[tokio::test]
+    async fn add_reports_a_case_insensitive_duplicate() {
+        let seed = seed().await;
+        interest_store::add(&seed.db, "Rust", None, Timestamp::now())
+            .await
+            .unwrap();
+        let app = app_with_users(&seed.db).await;
+        let admin = login_cookie(&app, "admin", "correct horse battery").await;
+        let response = post_form(&app, PATH, Some(&admin), "name=rust&category=").await;
+        assert_eq!(response.status(), StatusCode::SEE_OTHER);
+        let body =
+            response_text(crate::web::dashboard::tests::get(&app, PATH, Some(&admin)).await).await;
+        assert!(body.contains("rust already exists."), "{body}");
+        assert_eq!(interest_store::list(&seed.db).await.unwrap().len(), 1);
+    }
+
+    #[tokio::test]
+    async fn delete_action_removes_matches_and_the_embedding() {
+        let seed = seed().await;
+        let AddOutcome::Added(id) = interest_store::add(&seed.db, "Rust", None, Timestamp::now())
+            .await
+            .unwrap()
+        else {
+            unreachable!();
+        };
+        sqlx::query(
+            "INSERT INTO article_interests (article_id, interest_id, cos, z)
+             VALUES (1, ?, 0.8, 2.0)",
+        )
+        .bind(id)
+        .execute(seed.db.pool())
+        .await
+        .unwrap();
+        sqlx::query(
+            "INSERT INTO interest_embeddings
+             (interest, model, dimension, embedding, created_at)
+             VALUES ('Rust', 'test', 1, X'00000000', '2026-09-12T00:00:00Z')",
+        )
+        .execute(seed.db.pool())
+        .await
+        .unwrap();
+        let app = app_with_users(&seed.db).await;
+        let admin = login_cookie(&app, "admin", "correct horse battery").await;
+        let response = post_form(
+            &app,
+            &format!("/dashboard/interests/{id}/delete"),
+            Some(&admin),
+            "",
+        )
+        .await;
+        assert_eq!(response.status(), StatusCode::SEE_OTHER);
+        let interests: i64 = sqlx::query_scalar("SELECT COUNT(*) FROM interests")
+            .fetch_one(seed.db.pool())
+            .await
+            .unwrap();
+        let matches: i64 = sqlx::query_scalar("SELECT COUNT(*) FROM article_interests")
+            .fetch_one(seed.db.pool())
+            .await
+            .unwrap();
+        let embeddings: i64 = sqlx::query_scalar("SELECT COUNT(*) FROM interest_embeddings")
+            .fetch_one(seed.db.pool())
+            .await
+            .unwrap();
+        assert_eq!((interests, matches, embeddings), (0, 0, 0));
+    }
+}
@@ -11,6 +11,7 @@

 pub mod articles;
 pub mod feeds;
+pub mod interests;
 pub mod jobs;
 pub mod profile;
 pub mod ratings;
@@ -45,6 +46,7 @@ pub fn router() -> Router<AppState> {
        .merge(runs::routes())
        .merge(articles::routes())
        .merge(ratings::routes())
+        .merge(interests::routes())
        .merge(feeds::routes())
        .merge(profile::routes())
        .merge(settings::routes())
@@ -277,6 +279,7 @@ pub struct SignalLine {
 #[derive(Debug, Clone)]
 pub struct InterestLine {
    pub name: String,
+    pub href: String,
    pub z: String,
    pub cos: String,
 }
@@ -344,6 +347,7 @@ impl SignalsView {
                .iter()
                .map(|interest| InterestLine {
                    name: interest.name.clone(),
+                    href: crate::interests::articles_href(&interest.name),
                    z: format!("{:.2}", interest.z),
                    cos: format!("{:.3}", interest.cos),
                })
@@ -429,6 +433,8 @@ struct OverviewTemplate {
    ratings_total: i64,
    access_requests: i64,
    feed_candidates: i64,
+    interests_total: usize,
+    uncategorized_interests: usize,
    unrated: Vec<UnratedPick>,
    active_jobs: Vec<JobLine>,
    finished_jobs: Vec<JobLine>,
@@ -456,6 +462,14 @@ async fn overview(
            .await
            .map_err(db_err)?;
    let feed_candidates = crate::discovery::count(db, "candidate").await?;
+    let interests = crate::interests::list(db)
+        .await
+        .map_err(WebError::Internal)?;
+    let interests_total = interests.len();
+    let uncategorized_interests = interests
+        .iter()
+        .filter(|interest| interest.category.is_none())
+        .count();
    let unrated = unrated_picks(db).await?;
    let (active_jobs, finished_jobs) = jobs_summary(db, &config).await?;
    let sparklines = overview_sparklines(db).await?;
@@ -475,6 +489,8 @@ async fn overview(
        ratings_total,
        access_requests,
        feed_candidates,
+        interests_total,
+        uncategorized_interests,
        unrated,
        active_jobs,
        finished_jobs,
@@ -1226,6 +1242,8 @@ pub(crate) mod tests {
            "/dashboard/articles/1".to_string(),
            "/dashboard/ratings".to_string(),
            "/dashboard/ratings?tab=events".to_string(),
+            "/dashboard/interests".to_string(),
+            "/dashboard/interests?category=uncategorized&sort=name".to_string(),
            "/dashboard/profile".to_string(),
            "/dashboard/stats?days=14".to_string(),
            "/dashboard/settings".to_string(),
@@ -2012,6 +2012,8 @@ mod tests {

        let article_id = source.lineup.picks[0].article.id;
        let dashboard_href = format!("/dashboard/articles/{article_id}");
+        let interest_href = crate::interests::articles_href("Filesystems");
+        assert!(!issue.contains(&interest_href));
        assert!(!issue.contains(&dashboard_href));
        let article = app
            .clone()
@@ -2741,6 +2743,7 @@ mod tests {
        assert!(admin_issue.contains("Was this a good pick?"));
        assert!(admin_issue.contains("value=\"loved\" data-label=\"loved\" class=\"active\""));
        assert!(admin_issue.contains(&dashboard_href));
+        assert!(admin_issue.contains(&crate::interests::articles_href("Filesystems")));

        let admin_article = app
            .clone()
@@ -322,6 +322,7 @@ impl Page {
                    | "runs"
                    | "articles"
                    | "ratings"
+                    | "interests"
                    | "profile"
                    | "stats"
                    | "jobs"
@@ -2,7 +2,7 @@
 <div class="scroll-x"><table class="signals"><thead><tr><th>signal</th><th class="num">raw</th><th class="num">norm</th><th class="num">weight</th><th>present</th></tr></thead>
 <tbody>{% for line in signals.lines %}<tr{% if !line.present %} class="muted"{% endif %}><td>{{ line.name }}</td><td class="num">{{ line.raw }}</td><td class="num">{{ line.norm }}</td><td class="num">{{ line.weight }}</td><td>{% if line.present %}yes{% else %}<span class="muted">absent</span>{% endif %}</td></tr>{% endfor %}</tbody></table></div>
 <p class="muted">Preliminary blend <span class="tabular-nums text-ink">{{ signals.blend }}</span>{% if let Some(cos) = signals.top1_cos %} · interest top-1 cosine <span class="tabular-nums">{{ cos }}</span>{% endif %}{% if signals.exploration %} · <span class="badge">exploration</span>{% endif %}{% if signals.auto_include %} · <span class="badge">auto-include</span>{% endif %}{% if signals.slop_author %} · <span class="badge down">slop author</span>{% endif %}</p>
-{% if !signals.top_interests.is_empty() %}<p class="page-eyebrow">Top interests</p><ul>{% for interest in signals.top_interests %}<li>{{ interest.name }} <span class="muted">· z {{ interest.z }} · cos {{ interest.cos }}</span></li>{% endfor %}</ul>{% endif %}
+{% if !signals.top_interests.is_empty() %}<p class="page-eyebrow">Top interests</p><ul>{% for interest in signals.top_interests %}<li><a href="{{ interest.href }}">{{ interest.name }}</a> <span class="muted">· z {{ interest.z }} · cos {{ interest.cos }}</span></li>{% endfor %}</ul>{% endif %}
 {% if !signals.neighbours.is_empty() %}<p class="page-eyebrow">Nearest rated neighbours</p><ul>{% for neighbour in signals.neighbours %}<li><span class="badge {{ neighbour.label }}">{{ neighbour.label }}</span> <a href="/dashboard/articles/{{ neighbour.article_id }}">{{ neighbour.title }}</a> <span class="muted">· cos {{ neighbour.cos }}</span></li>{% endfor %}</ul>{% endif %}
 {% if !signals.notes.is_empty() %}<ul class="muted">{% for note in signals.notes %}<li>{{ note }}</li>{% endfor %}</ul>{% endif %}
 </div>{% endif %}
@@ -1 +1 @@
-{% if understanding.kicker.is_some() || understanding.topics.is_some() %}<p class="mt-3 font-sans text-sm text-muted">{% if let Some(kicker) = understanding.kicker %}<span class="text-[0.72rem] uppercase tracking-[0.12em]">{{ kicker }}</span>{% if let Some(topics) = understanding.topics %}<span class="ml-3">{{ topics }}</span>{% endif %}{% else %}{% if let Some(topics) = understanding.topics %}<span>{{ topics }}</span>{% endif %}{% endif %}</p>{% endif %}{% if why.is_some() || understanding.interests.is_some() %}<div class="mt-4 border-l-2 border-accent pl-3">{% if let Some(why) = why %}<p class="italic text-ink-2">Why it's here: {{ why }}</p>{% endif %}{% if let Some(interests) = understanding.interests %}<p class="mt-1 font-sans text-sm text-muted">Matches: {{ interests }}</p>{% endif %}</div>{% endif %}
+{% if understanding.kicker.is_some() || understanding.topics.is_some() %}<p class="mt-3 font-sans text-sm text-muted">{% if let Some(kicker) = understanding.kicker %}<span class="text-[0.72rem] uppercase tracking-[0.12em]">{{ kicker }}</span>{% if let Some(topics) = understanding.topics %}<span class="ml-3">{{ topics }}</span>{% endif %}{% else %}{% if let Some(topics) = understanding.topics %}<span>{{ topics }}</span>{% endif %}{% endif %}</p>{% endif %}{% if why.is_some() || !understanding.interests.is_empty() %}<div class="mt-4 border-l-2 border-accent pl-3">{% if let Some(why) = why %}<p class="italic text-ink-2">Why it's here: {{ why }}</p>{% endif %}{% if !understanding.interests.is_empty() %}<p class="mt-1 font-sans text-sm text-muted">Matches: {% for interest in understanding.interests %}{% if page.is_admin() %}<a href="{{ interest.href }}">{{ interest.name }}</a>{% else %}{{ interest.name }}{% endif %}{% if !loop.last %} · {% endif %}{% endfor %}</p>{% endif %}</div>{% endif %}
@@ -58,7 +58,7 @@

 <h2>Neighbours and interests</h2>
 {% if let Some(signals) = latest_signals %}{% if signals.top_interests.is_empty() && signals.neighbours.is_empty() %}<p class="muted text-sm">The latest run recorded no interests or neighbours for this article.</p>{% else %}<div class="cards">
-<section class="card"><h3>Top interests</h3>{% if signals.top_interests.is_empty() %}<p class="muted">None.</p>{% else %}<div class="scroll-x"><table><thead><tr><th>interest</th><th class="num">z</th><th class="num">cos</th></tr></thead><tbody>{% for interest in signals.top_interests %}<tr><td>{{ interest.name }}</td><td class="num">{{ interest.z }}</td><td class="num">{{ interest.cos }}</td></tr>{% endfor %}</tbody></table></div>{% endif %}</section>
+<section class="card"><h3>Top interests</h3>{% if signals.top_interests.is_empty() %}<p class="muted">None.</p>{% else %}<div class="scroll-x"><table><thead><tr><th>interest</th><th class="num">z</th><th class="num">cos</th></tr></thead><tbody>{% for interest in signals.top_interests %}<tr><td><a href="{{ interest.href }}">{{ interest.name }}</a></td><td class="num">{{ interest.z }}</td><td class="num">{{ interest.cos }}</td></tr>{% endfor %}</tbody></table></div>{% endif %}</section>
 <section class="card"><h3>Nearest rated neighbours</h3>{% if signals.neighbours.is_empty() %}<p class="muted">None.</p>{% else %}<div class="scroll-x"><table><thead><tr><th>label</th><th class="num">cos</th><th>article</th></tr></thead><tbody>{% for neighbour in signals.neighbours %}<tr><td><span class="badge {{ neighbour.label }}">{{ neighbour.label }}</span></td><td class="num">{{ neighbour.cos }}</td><td class="cell-wrap"><a href="/dashboard/articles/{{ neighbour.article_id }}">{{ neighbour.title }}</a></td></tr>{% endfor %}</tbody></table></div>{% endif %}</section>
 </div>{% endif %}{% else %}<p class="muted text-sm">No signals recorded.</p>{% endif %}

@@ -6,6 +6,7 @@
 <form class="filters" method="get" action="/dashboard/articles">
 <label>Title or URL <input type="search" name="q" value="{% if let Some(q) = filters.q %}{{ q }}{% endif %}" placeholder="contains…"></label>
 <label>Feed id <input type="number" name="feed" value="{{ feed_value }}" min="1"></label>
+<label>Interest <select name="interest"><option value="">any</option>{% for interest in interest_options %}<option value="{{ interest.name }}"{% if let Some(current) = filters.interest %}{% if current.name.as_str() == interest.name.as_str() %} selected{% endif %}{% endif %}>{{ interest.name }}</option>{% endfor %}</select></label>
 <label>Stage <select name="stage"><option value="">any</option>{% for name in stages %}<option value="{{ name }}"{% if let Some(current) = filters.stage %}{% if current.as_str() == *name %} selected{% endif %}{% endif %}>{{ name }}</option>{% endfor %}</select></label>
 <label>Reason <select name="reason"><option value="">any</option>{% for name in reasons %}<option value="{{ name }}"{% if let Some(current) = filters.reason %}{% if current.as_str() == *name %} selected{% endif %}{% endif %}>{{ name }}</option>{% endfor %}</select></label>
 <label>Rated <select name="rated"><option value="">all</option>{% for name in rated %}<option value="{{ name }}"{% if let Some(current) = filters.rated %}{% if current.as_str() == *name %} selected{% endif %}{% endif %}>{{ name }}</option>{% endfor %}</select></label>
@@ -18,11 +19,12 @@
 </form>
 {% include "dashboard/_pager.html" %}
 {% if articles.len() > 1 %}<input type="search" class="table-filter" placeholder="Filter rows on this page" aria-label="Filter rows on this page" data-table-filter>{% endif %}<div class="scroll-x tall"><table class="articles" data-filter>
-<thead><tr><th>first seen</th><th>title</th><th>feed</th><th class="num">words</th><th>last stage</th><th>reason</th><th class="num">utility</th><th class="num">triage</th><th class="num">quality</th><th class="num">fit</th><th>rating</th><th>published</th></tr></thead>
+<thead><tr><th>first seen</th><th>title</th><th>feed</th><th>interests</th><th class="num">words</th><th>last stage</th><th>reason</th><th class="num">utility</th><th class="num">triage</th><th class="num">quality</th><th class="num">fit</th><th>rating</th><th>published</th></tr></thead>
 <tbody>{% for article in articles %}<tr>
 <td class="cell-tight text-muted">{{ article.first_seen }}</td>
 <td class="cell-wrap"><a href="{{ article.href }}">{{ article.title }}</a></td>
 <td class="cell-tight">{% if let Some(feed_id) = article.feed_id %}<a href="/dashboard/articles?feed={{ feed_id }}">{{ article.feed }}</a>{% else %}{{ article.feed }}{% endif %}</td>
+<td class="cell-wrap">{% for interest in article.interests %}<a class="badge" href="{{ interest.href }}">{{ interest.name }}</a>{% if !loop.last %} {% endif %}{% endfor %}</td>
 <td class="num">{{ article.words }}</td>
 <td class="cell-tight">{% if let Some(stage) = article.stage %}<span class="badge {{ stage }}">{{ stage }}</span>{% if let Some(run_id) = article.run_id %} <a class="muted text-xs" href="/dashboard/runs/{{ run_id }}">{% if let Some(date) = article.run_date %}{{ date }}{% else %}run {{ run_id }}{% endif %}</a>{% endif %}{% else %}<span class="muted text-xs">never considered</span>{% endif %}</td>
 <td class="cell-tight text-muted">{% if let Some(reason) = article.reason %}{{ reason }}{% endif %}</td>
@@ -32,6 +34,6 @@
 <td class="num">{{ article.fit }}</td>
 <td class="cell-tight">{% if let Some(rating) = article.rating %}<span class="badge {{ article.rating_class }}">{{ rating }}</span>{% endif %}</td>
 <td class="cell-tight">{% if let Some(date) = article.published %}<a href="/issues/{{ date }}">{{ date }}</a>{% endif %}</td>
-</tr>{% endfor %}{% if articles.is_empty() %}<tr><td colspan="12" class="text-muted">No articles match this filter.</td></tr>{% endif %}</tbody></table></div>
+</tr>{% endfor %}{% if articles.is_empty() %}<tr><td colspan="13" class="text-muted">No articles match this filter.</td></tr>{% endif %}</tbody></table></div>
 {% include "dashboard/_pager.html" %}
 </section>{% endblock %}
@@ -11,7 +11,7 @@
 <tbody>{% for row in rows %}<tr>
 <td class="num tabular-nums">{{ row.score }}</td>
 <td class="cell-wrap"><a class="line-clamp-2" href="{{ row.feed_url }}" rel="noopener" target="_blank" title="{{ row.feed_url }}">{{ row.label }}</a><span class="muted block truncate text-xs" title="{{ row.host }}">{{ row.host }}</span></td>
-<td class="cell-wrap">{% for interest in row.interests %}<span class="badge">{{ interest }}</span> {% endfor %}{% for article in row.articles %}<div class="line-clamp-1 text-xs"><a href="/dashboard/articles/{{ article.id }}" title="{{ article.title }}">{{ article.title }}</a></div>{% endfor %}</td>
+<td class="cell-wrap">{% for interest in row.interests %}<a class="badge" href="{{ interest.href }}">{{ interest.name }}</a> {% endfor %}{% for article in row.articles %}<div class="line-clamp-1 text-xs"><a href="/dashboard/articles/{{ article.id }}" title="{{ article.title }}">{{ article.title }}</a></div>{% endfor %}</td>
 <td class="num">{{ row.article_count }}</td>
 <td class="cell-tight text-xs text-muted"><span title="First seen {{ row.first_seen }} · last seen {{ row.last_seen }}">{{ row.seen }}</span></td>
 <td>{% if status == "candidate" %}<div class="flex flex-wrap items-start gap-2"><form class="form-inline flex-nowrap" method="post" action="/dashboard/feeds/{{ row.id }}/add"><select class="min-w-0 max-w-36 truncate" name="category_id" aria-label="Category for {{ row.label }}"{% if categories.is_empty() %} disabled{% endif %}>{% for category in categories %}<option value="{{ category.id }}"{% if category.id == selected_category %} selected{% endif %}>{{ category.title }}</option>{% endfor %}</select><button class="btn-primary" type="submit"{% if categories.is_empty() %} disabled title="Miniflux categories are unavailable"{% endif %}>Add</button></form><form method="post" action="/dashboard/feeds/{{ row.id }}/dismiss"><button class="btn" type="submit">Dismiss</button></form></div>{% else %}<span class="muted text-xs">{{ row.decided_at }}{% if let Some(href) = row.miniflux_href %} · <a href="{{ href }}" rel="noopener" target="_blank">in Miniflux</a>{% endif %}</span>{% endif %}</td>
@@ -0,0 +1,33 @@
+{% extends "layout.html" %}{% block content %}<section class="dashboard interests">
+<header class="page-head"><div>
+<h1>Interests</h1>
+<p class="page-desc">{{ total }} standing interests. Weights use the last {{ lookback_days }} days of ratings with a {{ half_life_days }}-day half-life · affinity gate {{ affinity_gate }} · {{ attributable }} of {{ affinity_full }} attributable ratings.</p>
+</div><div class="page-actions"><span class="badge">{{ uncategorized }} uncategorized</span><form method="post" action="/dashboard/jobs/interests-categorize" class="form-inline"><button class="btn" type="submit"{% if !jobs_enabled %} disabled{% endif %}>Categorize now</button>{% if !jobs_enabled %} <span class="meta text-xs">Jobs are disabled on this server (<code>server.jobs_enabled = false</code>); run <code>daily-epub job run interests-categorize</code> instead.</span>{% endif %}</form></div></header>
+
+<section class="card"><h2>Add an interest</h2><form class="filters" method="post" action="/dashboard/interests">
+<label>Interest <input name="name" type="text" minlength="1" maxlength="80" required placeholder="e.g. Rust macros"></label>
+<label>Category <select name="category"><option value="">let the categorizer decide</option>{% for category in categories %}<option value="{{ category.name }}">{{ category.name }}</option>{% endfor %}</select></label>
+<div class="filter-actions"><button class="btn btn-primary" type="submit">Add</button></div>
+</form></section>
+
+<form class="filters" method="get" action="/dashboard/interests">
+<label>Category <select name="category"><option value="">all</option><option value="uncategorized"{% if selected_category == "uncategorized" %} selected{% endif %}>uncategorized</option>{% for category in categories %}<option value="{{ category.name }}"{% if selected_category == category.name.as_str() %} selected{% endif %}>{{ category.name }}</option>{% endfor %}</select></label>
+<label>Sort <select name="sort">{% for sort in sorts %}<option value="{{ sort }}"{% if selected_sort == *sort %} selected{% endif %}>{{ sort }}</option>{% endfor %}</select></label>
+<div class="filter-actions"><button class="btn" type="submit">Apply</button> <a class="btn-quiet" href="/dashboard/interests">Reset</a></div>
+</form>
+{% if rows.len() > 1 %}<input type="search" class="table-filter" placeholder="Filter interests" aria-label="Filter interests" data-table-filter>{% endif %}
+<div class="scroll-x tall"><table data-filter>
+<thead><tr><th>interest</th><th>category</th><th class="num">weight</th><th class="num">up</th><th class="num">down</th><th class="num">rated matches</th><th class="num">matched articles</th><th>added</th><th>actions</th></tr></thead>
+<tbody>{% for row in rows %}<tr>
+<td class="cell-wrap"><a href="{{ row.href }}">{{ row.name }}</a></td>
+<td class="cell-tight">{% if let Some(category) = row.category %}<a href="{{ row.category_href }}">{{ category }}</a>{% else %}<a class="muted" href="{{ row.category_href }}">uncategorized</a>{% endif %}</td>
+<td class="num tabular-nums">{{ row.weight }}</td>
+<td class="num tabular-nums">{{ row.up }}</td>
+<td class="num tabular-nums">{{ row.down }}</td>
+<td class="num tabular-nums">{{ row.rated_matches }}</td>
+<td class="num tabular-nums">{{ row.matched_articles }}</td>
+<td class="cell-tight text-muted">{{ row.added }}</td>
+<td><div class="flex flex-wrap items-start gap-2"><form class="form-inline flex-nowrap" method="post" action="/dashboard/interests/{{ row.id }}/category"><select class="min-w-0 max-w-44 truncate" name="category" aria-label="Category for {{ row.name }}"><option value="">uncategorized</option>{% for category in categories %}<option value="{{ category.name }}"{% if let Some(current) = row.category %}{% if current.as_str() == category.name.as_str() %} selected{% endif %}{% endif %}>{{ category.name }}</option>{% endfor %}</select><button class="btn" type="submit">Save</button></form><form method="post" action="/dashboard/interests/{{ row.id }}/delete" onsubmit="return confirm('Delete this interest? Its article matches and cached embedding will also be removed.')"><button class="btn" type="submit">Delete</button></form></div></td>
+</tr>{% endfor %}{% if rows.is_empty() %}<tr><td colspan="9" class="text-muted">No interests match this filter.</td></tr>{% endif %}</tbody>
+</table></div>
+</section>{% endblock %}
@@ -11,6 +11,7 @@
 <div class="tile"><span class="tile-label">Unrated picks</span><span class="tile-num">{{ unrated.len() }}</span><span class="tile-delta">from the last three issues</span></div>
 <div class="tile"><span class="tile-label">Active jobs</span><span class="tile-num">{{ active_jobs.len() }}</span><span class="tile-delta"><a href="/dashboard/jobs">all jobs</a></span></div>
 <div class="tile"><span class="tile-label">Feed candidates</span><span class="tile-num">{{ feed_candidates }}</span><span class="tile-delta"><a href="/dashboard/feeds">review feeds</a></span></div>
+<div class="tile"><span class="tile-label">Interests</span><span class="tile-num">{{ interests_total }}</span><span class="tile-delta"><a href="/dashboard/interests?category=uncategorized">{{ uncategorized_interests }} uncategorized</a></span></div>
 <div class="tile"><span class="tile-label">Access requests</span><span class="tile-num">{{ access_requests }}</span><span class="tile-delta"><a href="/dashboard/users">review requests</a></span></div>
 </div>

@@ -47,6 +47,7 @@
      <a class="flex min-h-10 min-w-10 items-center justify-center border-b-2 no-underline hover:text-ink {% if page.active_nav == "runs" %}border-accent text-ink{% else %}border-transparent text-muted{% endif %}" href="/dashboard/runs"{% if page.active_nav == "runs" %} aria-current="page"{% endif %}>Runs</a>
      <a class="flex min-h-10 min-w-10 items-center justify-center border-b-2 no-underline hover:text-ink {% if page.active_nav == "articles" %}border-accent text-ink{% else %}border-transparent text-muted{% endif %}" href="/dashboard/articles"{% if page.active_nav == "articles" %} aria-current="page"{% endif %}>Articles</a>
      <a class="flex min-h-10 min-w-10 items-center justify-center border-b-2 no-underline hover:text-ink {% if page.active_nav == "ratings" %}border-accent text-ink{% else %}border-transparent text-muted{% endif %}" href="/dashboard/ratings"{% if page.active_nav == "ratings" %} aria-current="page"{% endif %}>Ratings</a>
+      <a class="flex min-h-10 min-w-10 items-center justify-center border-b-2 no-underline hover:text-ink {% if page.active_nav == "interests" %}border-accent text-ink{% else %}border-transparent text-muted{% endif %}" href="/dashboard/interests"{% if page.active_nav == "interests" %} aria-current="page"{% endif %}>Interests</a>
      <a class="flex min-h-10 min-w-10 items-center justify-center border-b-2 no-underline hover:text-ink {% if page.active_nav == "feeds" %}border-accent text-ink{% else %}border-transparent text-muted{% endif %}" href="/dashboard/feeds"{% if page.active_nav == "feeds" %} aria-current="page"{% endif %}>Feeds</a>
      <a class="flex min-h-10 min-w-10 items-center justify-center border-b-2 no-underline hover:text-ink {% if page.active_nav == "profile" %}border-accent text-ink{% else %}border-transparent text-muted{% endif %}" href="/dashboard/profile"{% if page.active_nav == "profile" %} aria-current="page"{% endif %}>Profile</a>
      <a class="flex min-h-10 min-w-10 items-center justify-center border-b-2 no-underline hover:text-ink {% if page.active_nav == "stats" %}border-accent text-ink{% else %}border-transparent text-muted{% endif %}" href="/dashboard/stats"{% if page.active_nav == "stats" %} aria-current="page"{% endif %}>Stats</a>