constitution · epochs · watch · epoch 3

comparison

c_2722a3195825 (tommy-mor) vs c_0c466eea1ed4 (tommy-mor)

download prompt · raw event · cmp_ae5a90e940534d

council reasoning

~anthropic/claude-sonnet-latest · winner A · 6:4 · permalink

Side A makes a precise, well-tested improvement to the core ranking/pair-selection algorithm used in production voting flow, adding clear sub-priority logic and multiple targeted tests validating the new behavior. Side B adds a useful but peripheral dev-only tool (new crate, CLI, docs) that reuses existing server logic without touching core algorithms, providing convenience rather than fixing or improving the product's central logic.

~x-ai/grok-latest · winner A · 2:1 · permalink

A improves core pair-suggestion logic (bridge sub-priorities and rank-zip refinement) that every vote UX depends on, with concrete tests for attach-over-isolate and adjacent-rank ordering. B adds useful but peripheral offline dev tooling (sorterc + offline.rs) that does not change product ranking behavior.

openai/gpt-chat-latest · winner A · 3:2 · permalink

Side A improves the project's core pair-selection algorithm by introducing structured bridge and within-component prioritization, preferring attachment of isolates to established components and rank-adjacent refinement once the pool is connected, with multiple targeted tests covering the new behavior. Side B adds a valuable offline developer tool (`sorterc`) for compiling `.sorter` files and scanning JSONL logs, but it primarily enhances development workflow rather than changing the application's core ranking behavior.

sides

A — c_2722a3195825 (tommy-mor)

message

[5db58b98] Improve vote pair selection for spanning trees and rank refinement.

Prefer attaching unranked items to established components before comparing
isolates, then zip down adjacent rank-centrality pairs once the pool is fully
connected, skipping pairs that already have votes.

Co-authored-by: Cursor <cursoragent@cursor.com>

diff preview

diff --git a/server/src/pair.rs b/server/src/pair.rs
index 54b5d2417e9dba04ed8df422156e274c2b2f76b2..c14de4b0502c8b5a17cddf3746077739d56e03e0 100644
--- a/server/src/pair.rs
+++ b/server/src/pair.rs
@@ -3,13 +3,21 @@
 //! Pair selection prefers **bridge** votes — comparisons between items in
 //! different connected components of the voted-pairs graph — so the pool
 //! merges into one ranking group before refining within it.
+//!
+//! Among unvoted bridges, prefer merging established voted components, then
+//! attaching a never-voted child to an established component, and only then
+//! comparing two never-voted children (so the voted graph grows as one tree).
+//!
+//! Once every pool child sits in one voted component, refinement **zips** down
+//! the rank-centrality order: prefer 1 vs 2, then 2 vs 3, and so on, skipping
+//! pairs that already have a vote.
 
 use rand::seq::SliceRandom;
 use std::collections::{HashMap, HashSet};
 
 use crate::{
     path_types::ItemId,
-    ranking::connected_components_from_voted_pairs,
+    ranking::{connected_components_from_voted_pairs, ranked_items},
     reducer::{GlobalTree, GroupState},
 };
 
@@ -28,36 +36,77 @@ fn pair_is_voted(group: &GroupState, a: &ItemId, b: &ItemId) -> bool {
     group.voted_pairs.contains(&(i, j))
 }
 
-/// Component id per pool item: voted-pairs graph components plus one id per
-/// never-voted child.
-fn component_ids(group: &GroupState, pool: &[ItemId]) -> HashMap<ItemId, usize> {
+/// Voted-pairs layout for pool items: component id per item plus which ids are
+/// multi-node voted components (ranked groups in the UI).
+struct ComponentLayout {
+    ids: HashMap<ItemId, usize>,
+    established: HashSet<usize>,
+}
+
+fn component_layout(group: &GroupState, pool: &[ItemId]) -> ComponentLayout {
     let n = group.idx_to_item.len();
     let (comps, isolates) =
         connected_components_from_voted_pairs(n, group.voted_pairs.iter().copied());
 
-    let mut out: HashMap<ItemId, usize> = HashMap::new();
+    let mut established = HashSet::new();
+    let mut ids: HashMap<ItemId, usize> = HashMap::new();
     for (comp_idx, comp) in comps.iter().enumerate() {
+        if comp.len() >= 2 {
+            established.insert(comp_idx);
+        }
         for &idx in comp {
             if idx < n {
-                out.insert(group.idx_to_item[idx].clone(), comp_idx);
+                ids.insert(group.idx_to_item[idx].clone(), comp_idx);
             }
         }
     }
     let mut next = comps.len();
     for &idx in &isolates {
         if idx < n {
-            out.insert(group.idx_to_item[idx].clone(), next);
+            ids.insert(group.idx_to_item[idx].clone(), next);
             next += 1;
         }
     }
     for item in pool {
-        out.entry(item.clone()).or_insert_with(|| {
+        ids.entry(item.clone()).or_insert_with(|| {
             let id = next;
             next += 1;
             id
         });
     }
-    out
+    ComponentLayout { ids, established }
+}
+
+/// Every pool child shares one multi-node voted component (spanning tree phase done).
+fn pool_fully_connected(layout: &ComponentLayout, pool: &[ItemId]) -> bool {
+    if pool.len() < 2 {
+        return false;
+    }
+    let mut comp_id = None;
+    for item in pool {
+        let Some(id) = layout.ids.get(item) else {
+            return false;
+        };
+        if !layout.established.contains(id) {
+            return false;
+        }
+        match comp_id {
+            None => comp_id = Some(*id),
+            Some(expected) if expected == *id => {}
+            _ => return false,
+        }
+    }
+    comp_id.is_some()
+}
+
+/// Pool children that appear in `group`, sorted best rank first.
+fn ranked_pool_order(group: &GroupState, pool: &[ItemId]) -> Vec<ItemId> {
+    let pool_set: HashSet<_> = pool.iter().collect();
+    ranked_items(group)
+        .into_iter()
+        .map(|r| r.item)
+        .filter(|id| pool_set.contains(id))
+        .collect()
 }
 
 #[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord)]
@@ -72,19 +121,108 @@ enum PairPriority {
     WithinVoted = 3,
 }
 
-fn pair_priority(
+/// Tie-break among unvoted bridge pairs.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord)]
+enum BridgeSubPriority {
+    /// Both endpoints lie in established (multi-node) voted components.
+    MergeEstablished = 0,
+    /// One established component member and one never-voted child.
+    AttachIsolate = 1,
+    /// Two never-voted children (separate singleton components).
+    IsolatePair = 2,
+}
+
+/// Tie-break among within-component pairs once the pool is one connected group.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord)]
+struct WithinSubPriority {
+    /// 1 = adjacent ranks (i vs i+1); larger = farther apart in the order.
+    rank_gap: usize,
+    /// min rank index of the two — zip from the top (1 vs 2 before 2 vs 3).
+    zip_index: usize,
+}
+
+const WITHIN_SUB_WORST: WithinSubPriority = WithinSubPriority {
+    rank_gap: usize::MAX,
+    zip_index: usize::MAX,
+};
+
+#[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord)]
+struct PairSortKey {
+    priority: PairPriority,
+    bridge_sub: BridgeSubPriority,
+    within_sub: WithinSubPriority,
+}
+
+fn item_in_established(layout: &ComponentLayout, item: &ItemId) -> bool {
+    layout
+        .ids
+        .get(item)
+        .is_some_and(|id| layout.established.contains(id))
+}
+
+fn bridge_sub_priority(layout: &ComponentLayout, a: &ItemId, b: &ItemId) -> BridgeSubPriority {
+    let a_est = item_in_established(layout, a);
+    let b_est = item_in_established(layout, b);
+    match (a_est, b_est) {
+        (true, true) => BridgeSubPriority::MergeEstablished,
+        (true, false) | (false, true) => BridgeSubPriority::AttachIsolate,
+        (false, false) => BridgeSubPriority::IsolatePair,
+    }
+}
+
+fn within_sub_priority(
+    group: &GroupState,
+    pool: &[ItemId],
+    layout: &ComponentLayout,
+    a: &ItemId,
+    b: &ItemId,
+) -> WithinSubPriority {
+    if !pool_fully_connected(layout, pool) {
+        return WITHIN_SUB_WORST;
+    }
+    let order = ranked_pool_order(group, pool);
+    let (Some(i), Some(j)) = (order.iter().position(|x| x == a), order.iter().position(|x| x == b))
+    else {
+        return WITHIN_SUB_WORST;
+    };
+    WithinSubPriority {
+        rank_gap: i.abs_diff(j),
+        zip_index: i.min(j),
+    }
+}
+
+fn pair_sort_key(
     group: &GroupState,
-    components: &HashMap<ItemId, usize>,
+    pool: &[ItemId],
+    layout: &ComponentLayout,
     a: &ItemId,
     b: &ItemId,
-) -> PairPriority {
+) -> PairSortKey {
     let voted = pair_is_voted(group, a, b);
-    let bridge = components.get(a) != components.get(b);
-    match (bridge, voted) {
+    let bridge = layout.ids.get(a) != layout.ids.get(b);
+    let priority = match (bridge, voted) {
         (true, false) => PairPriority::BridgeUnvoted,
         (false, false) => PairPriority::WithinUnvoted,
         (true, true) => PairPriority::BridgeVoted,
         (false, true) => PairPriority::WithinVoted,
+    };
+    let bridge_sub = if priority == PairPriority::BridgeUnvoted {
+        bridge_sub_priority(layout, a, b)
+    } else {
+        BridgeSubPriority::MergeEstablished
+    };
+    let within_sub = if matches!(
+        priority,
+        PairPriority::WithinUnvoted | PairPriority::WithinVoted
+    ) {
+        within_sub_priority(group, pool, layout, a, b)
+    } else {
+        WITHIN_SUB_WORST
+    };
+    PairSortKey {
+        priority,
+        bridge_sub,
+        within_sub,
     }
 }
 
@@ -109,9 +247,12 @@ fn candidate_pairs(pool: &[ItemId], exclude: Option<(&ItemId, &ItemId)>) -> Vec<
 
 /// Pick the next pair to vote on within `pool`.
 ///
-/// 1. Prefer unvoted **bridge** pairs (connect separate ranking components).
-/// 2. Then unvoted within-component pairs (refinement).
-/// 3. Then already-voted pairs (re-compare).
+/// 1. Prefer unvoted **bridge** pairs (connect separate ranking components),
+///    with sub-priority: merge established components, attach an isolate to
+///    established, then compare two isolates.
+/// 2. Then unvoted within-component pairs; when the pool is one connected group,
+///    prefer adjacent ranks (1 vs 2, 2 vs 3, …) in order, skipping voted pairs.
+/// 3. Then already-voted pairs (re-compare), with the same zip ordering.
 pub fn suggest_next_pair_in_pool(
     group: &GroupState,
     pool: &[ItemId],
@@ -121,15 +262,15 @@ pub fn suggest_next_pair_in_pool(
     if candidates.is_empty() {
         return None;
     }
-    let components = component_ids(group, pool);
+    let layout = component_layout(group, pool);
     let best = candidates
         .iter()
-        .map(|(a, b)| (pair_priority(group, &components, a, b), (a, b)))
-        .min_by_key(|(p, _)| *p)?
+        .map(|(a, b)| (pair_sort_key(group, pool, &layout, a, b), (a, b)))
+        .min_by_key(|(k, _)| *k)?
         .0;
     let best_pairs: Vec<(ItemId, ItemId)> = candidates
         .into_iter()
-        .filter(|(a, b)| pair_priority(group, &components, a, b) == best)
+        .filter(|(a, b)| pair_sort_key(group, pool, &layout, a, b) == best)
         .collect();
     best_pairs.choose(&mut rand::thread_rng()).cloned()
 }
@@ -303,6 +444,38 @@ mod tests {
         assert!(from_ab && from_cd, "expected bridge pair, got {:?}", chosen);
     }
 
+    #[test]
+    fn suggest_prefers_attach_over_isolate_pair_among_many_unranked() {
+        let parent = ItemId::parse("reddit.com/r/rust").unwrap();
+        let mut tree = seed_children(
+            &parent,
+            &[
+                "reddit.com/r/rust/a",
+                "reddit.com/r/rust/b",
+                "reddit.com/r/rust/c",
+                "reddit.com/r/rust/d",
+                "reddit.com/r/rust/e",
+            ],
+        );
+        let ab =
+            VoteData::from_recorded(1, "reddit.com/r/rust/a", "reddit.com/r/rust/b", 2, 1).unwrap();
+        tree.apply_vote(&parent, ab);
+        let group = tree.get(&parent).unwrap().local_ranking.clone();
+        let pool = children_of(&tree, &parent);
+        let pair = suggest_next_pair_in_pool(&group, &pool, None).unwrap();
+        let chosen = pair_set(&pair);
+        let from_ab =
+            chosen.contains("reddit.com/r/rust/a") || chosen.contains("reddit.com/r/rust/b");
+        let from_cde = chosen.contains("reddit.com/r/rust/c")
+            || chosen.contains("reddit.com/r/rust/d")
+            || chosen.contains("reddit.com/r/rust/e");
+        assert!(
+            from_ab && from_cde,
+            "expected ranked+unranked attach, got {:?}",
+            chosen
+        );
+    }
+
     #[test]
     fn suggest_connects_isolate_to_existing_component() {
         let parent = ItemId::parse("reddit.com/r/rust").unwrap();
@@ -325,6 +498,65 @@ mod tests {
         assert!(chosen.contains("reddit.com/r/rust/a") || chosen.contains("reddit.com/r/rust/b"));
     }
 
+    #[test]
+    fn suggest_zips_adjacent_ranks_when_tree_complete() {
+        let parent = ItemId::parse("reddit.com/r/rust").unwrap();
+        let mut tree = seed_children(
+            &parent,
+            &[
+                "reddit.com/r/rust/a",
+                "reddit.com/r/rust/b",
+                "reddit.com/r/rust/c",
+            ],
+        );
+        // Star at a connects all three; b-c is the only unvoted adjacent pair left.
+        for (a, b, l, r) in [
+            ("reddit.com/r/rust/a", "reddit.com/r/rust/b", 3, 1),
+            ("reddit.com/r/rust/a", "reddit.com/r/rust/c", 2, 1),
+        ] {
+            let v = VoteData::from_recorded(1, a, b, l, r).unwrap();
+            tree.apply_vote(&parent, v);
+        }
+        let group = tree.get(&parent).unwrap().local_ranking.clone();
+        let pool = children_of(&tree, &parent);
+        let pair = suggest_next_pair_in_pool(&group, &pool, None).unwrap();
+        let chosen = pair_set(&pair);
+        // a-b and a-c voted;

… preview truncated; 1,687 characters omitted

download full diff A

B — c_0c466eea1ed4 (tommy-mor)

message

[9e20d06c] Add sorterc dev tool for offline DSL compile and JSONL lint.

Introduce a workspace-only binary that validates .sorter files into ranking JSON and scans events.jsonl for corrupt or unreplayable ingests.

Co-authored-by: Cursor <cursoragent@cursor.com>

diff preview

diff --git a/Cargo.lock b/Cargo.lock
index bf8153d9c723af97122c9ffdd4a7cfe82e853bb6..a07734f089b466440c3ae6fc1087ce85fc24ce62 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1826,6 +1826,17 @@ dependencies = [
  "windows-sys 0.60.2",
 ]
 
+[[package]]
+name = "sorterc"
+version = "0.0.1"
+dependencies = [
+ "anyhow",
+ "clap",
+ "serde",
+ "serde_json",
+ "slugsocial-server",
+]
+
 [[package]]
 name = "spin"
 version = "0.9.8"
diff --git a/Cargo.toml b/Cargo.toml
index 149cbf07901eab57c593184ff8719a75d530f1da..25337acdd61e44b20f354c78fed4a88caf896280 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,5 +1,5 @@
 [workspace]
-members = ["server", "cli"]
+members = ["server", "cli", "sorterc"]
 resolver = "2"
 
 
diff --git a/agents.md b/agents.md
index d8b801e454fdf37e7ac6038b91a69f83b0746d59..ce646ed3cd7123be4732dccec4a6800467e651e7 100644
--- a/agents.md
+++ b/agents.md
@@ -93,6 +93,17 @@ SLUG_GOOGLE_CLIENT_SECRET=mock
 
 After OAuth completes, the pending-session poll returns a `slug_…` bearer token for API calls.
 
+### Dev-only offline tooling
+
+**`sorterc`** — workspace binary, not published via npm. Compiles `.sorter` files and lints `events.jsonl` without a server:
+
+```
+cargo run -p sorterc -- compile path/to/doc.sorter [--base events.jsonl] [--room public] [--pretty]
+cargo run -p sorterc -- scan path/to/events.jsonl [--pretty]
+```
+
+`compile` validates DSL, simulates ingest against empty (or `--base`) reducer state, and prints JSON rankings. `scan` reports corrupt JSONL lines and ingests that fail DSL replay.
+
 ### Testing
 
 - **Rust tests:** `cargo nextest run --workspace` (163 tests; requires `cargo-nextest`)
diff --git a/server/src/lib.rs b/server/src/lib.rs
index c1d477d21aea03aff00e6f0689b0b4379d0d68d2..ad8e31099c807fb5844acb16cd5086a2f19327a7 100644
--- a/server/src/lib.rs
+++ b/server/src/lib.rs
@@ -10,6 +10,7 @@ pub mod form_template;
 pub mod html;
 pub mod identity;
 pub mod middleware;
+pub mod offline;
 pub mod path_types;
 pub mod ranking;
 pub mod reducer;
diff --git a/server/src/offline.rs b/server/src/offline.rs
new file mode 100644
index 0000000000000000000000000000000000000000..54ad0ded096a305ef8454ab2cdd1c3af71b14f5d
--- /dev/null
+++ b/server/src/offline.rs
@@ -0,0 +1,333 @@
+//! Offline `.sorter` compilation and JSONL diagnostics (no network, no auth).
+
+use std::collections::HashSet;
+use std::path::Path;
+
+use serde::Serialize;
+use slug_types::{CheckScopeRanking, RankComponent, RankRow, paths::GardenItemUrl};
+
+use crate::{
+    api::{resolve_item, validate_ingest_document},
+    dsl,
+    events::{Event, Ingest},
+    path_types::ItemId,
+    reducer::{ReducerState, ScopeId, scope_from_room_wire},
+    scope_rank::build_children_rankings,
+};
+
+#[derive(Debug, Clone, Serialize)]
+pub struct CompileStats {
+    pub items: usize,
+    pub votes: usize,
+    pub prose_blocks: usize,
+}
+
+#[derive(Debug, Serialize)]
+pub struct CompileResult {
+    pub ok: bool,
+    pub threads: Vec<String>,
+    pub rankings: Vec<CheckScopeRanking>,
+    pub stats: CompileStats,
+}
+
+#[derive(Debug, Clone, Serialize)]
+pub struct CompileError {
+    pub ok: bool,
+    pub error: String,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub hint: Option<String>,
+}
+
+#[derive(Debug, Clone, Serialize)]
+pub struct BadJsonLine {
+    pub line: usize,
+    pub message: String,
+}
+
+#[derive(Debug, Clone, Serialize)]
+pub struct MalformedIngest {
+    pub line: usize,
+    pub id: String,
+    pub room_id: String,
+    pub thread_tag: String,
+    pub reason: String,
+}
+
+#[derive(Debug, Clone, Serialize)]
+pub struct ScanResult {
+    pub ok: bool,
+    pub path: String,
+    pub total_lines: usize,
+    pub parsed_events: usize,
+    pub bad_json_lines: Vec<BadJsonLine>,
+    pub malformed_ingests: Vec<MalformedIngest>,
+    pub skipped_ingests: usize,
+}
+
+fn document_stats(doc: &dsl::Document) -> CompileStats {
+    let mut items = 0usize;
+    let mut votes = 0usize;
+    let mut prose_blocks = 0usize;
+    for stmt in &doc.statements {
+        match stmt {
+            dsl::Stmt::Item { .. } => items += 1,
+            dsl::Stmt::Vote { .. } => votes += 1,
+            dsl::Stmt::Prose { .. } => prose_blocks += 1,
+        }
+    }
+    CompileStats {
+        items,
+        votes,
+        prose_blocks,
+    }
+}
+
+fn threads_in_document(text: &str) -> Vec<String> {
+    let mut out = HashSet::new();
+    for line in text.lines() {
+        let trimmed = line.trim();
+        if !trimmed.starts_with('#') {
+            continue;
+        }
+        let rest = trimmed.trim_start_matches('#').trim();
+        if rest.is_empty() {
+            continue;
+        }
+        let tag = rest.split_whitespace().next().unwrap_or(rest);
+        let tag = tag.split(':').next().unwrap_or(tag).trim();
+        if tag.is_empty() {
+            continue;
+        }
+        out.insert(format!("#{}", crate::canonical_path::canonicalize_tag(tag)));
+    }
+    let mut tags: Vec<String> = out.into_iter().collect();
+    tags.sort();
+    tags
+}
+
+fn voted_parent_scopes(doc: &dsl::Document) -> Vec<ItemId> {
+    let mut parents = HashSet::new();
+    for stmt in &doc.statements {
+        if let dsl::Stmt::Vote { item1, item2, .. } = stmt {
+            if let (Ok(a), Ok(b)) = (resolve_item(item1), resolve_item(item2)) {
+                if let Some(p) = a.parent() {
+                    parents.insert(p);
+                }
+                if let Some(p) = b.parent() {
+                    parents.insert(p);
+                }
+            }
+        }
+    }
+    let mut out: Vec<ItemId> = parents.into_iter().collect();
+    out.sort();
+    out
+}
+
+fn rankings_for_simulated(
+    simulated: &ReducerState,
+    scope: &ScopeId,
+    room_wire: &str,
+    doc: &dsl::Document,
+) -> Vec<CheckScopeRanking> {
+    voted_parent_scopes(doc)
+        .iter()
+        .map(|parent| {
+            let scoped_content = simulated
+                .content_for_scope(&scope)
+                .unwrap_or_else(|| simulated.public());
+            let scoped = build_children_rankings(scoped_content, parent);
+            let components: Vec<RankComponent> = scoped
+                .component_rankings
+                .into_iter()
+                .map(|comp| RankComponent {
+                    pairs: comp.pairs,
+                    ranking: comp
+                        .ranked
+                        .into_iter()
+                        .map(|r| RankRow {
+                            item: GardenItemUrl::from_stored(&r.item, room_wire),
+                            score: r.score,
+                            percent: None,
+                        })
+                        .collect(),
+                })
+                .collect();
+            CheckScopeRanking {
+                parent: GardenItemUrl::from_stored(parent, room_wire).into_inner(),
+                components,
+                unranked_items: scoped
+                    .unranked_items
+                    .into_iter()
+                    .map(|it| GardenItemUrl::from_stored(&it, room_wire))
+                    .collect(),
+            }
+        })
+        .collect()
+}
+
+/// Validate and simulate one `.sorter` document against optional base reducer state.
+pub fn compile_document(
+    base: &ReducerState,
+    room: &str,
+    text: &str,
+) -> Result<CompileResult, CompileError> {
+    let room_key = room.trim();
+    let scope = scope_from_room_wire(room_key);
+    let validated = validate_ingest_document(base, text, &scope).map_err(|(_, message, hint)| {
+        CompileError {
+            ok: false,
+            error: message,
+            hint,
+        }
+    })?;
+
+    let event = Event::Ingest(Ingest {
+        ts: validated.ts,
+        id: uuid::Uuid::new_v4().to_string(),
+        raw: validated.raw_text.clone(),
+        principal: "offline".to_string(),
+        delegate: None,
+        room_id: room_key.to_string(),
+        thread_tag: "offline".to_string(),
+    });
+
+    let mut simulated = base.clone();
+    simulated.apply_event(event);
+
+    Ok(CompileResult {
+        ok: true,
+        threads: threads_in_document(text),
+        rankings: rankings_for_simulated(&simulated, &scope, room_key, &validated.doc),
+        stats: document_stats(&validated.doc),
+    })
+}
+
+fn ingest_parse_error(raw: &str) -> Option<String> {
+    dsl::parse_full(raw).err().map(|e| e.to_string())
+}
+
+fn load_events_from_jsonl(path: &Path) -> Result<(Vec<(usize, Event)>, Vec<BadJsonLine>), std::io::Error> {
+    let text = std::fs::read_to_string(path)?;
+    let mut events = Vec::new();
+    let mut bad_json_lines = Vec::new();
+    for (idx, line) in text.lines().enumerate() {
+        let line_no = idx + 1;
+        let trimmed = line.trim();
+        if trimmed.is_empty() {
+            continue;
+        }
+        match serde_json::from_str::<Event>(trimmed) {
+            Ok(ev) => events.push((line_no, ev)),
+            Err(e) => bad_json_lines.push(BadJsonLine {
+                line: line_no,
+                message: e.to_string(),
+            }),
+        }
+    }
+    Ok((events, bad_json_lines))
+}
+
+/// Replay a JSONL event log into reducer state (same rules as server boot).
+pub fn load_reducer_from_jsonl(path: &Path) -> Result<(ReducerState, Vec<BadJsonLine>), std::io::Error> {
+    let (events, bad_json_lines) = load_events_from_jsonl(path)?;
+    let mut state = ReducerState::default();
+    for (_line_no, ev) in events {
+        state.apply_event(ev);
+    }
+    Ok((state, bad_json_lines))
+}
+
+/// Scan an events.jsonl for corrupt JSON lines and ingests that fail DSL replay.
+pub fn scan_jsonl(path: &Path) -> Result<ScanResult, std::io::Error> {
+    let text = std::fs::read_to_string(path)?;
+    let total_lines = text.lines().count();
+    let (events, bad_json_lines) = load_events_from_jsonl(path)?;
+
+    let mut malformed_ingests = Vec::new();
+    let mut skipped_ingests = 0usize;
+    let mut state = ReducerState::default();
+    let parsed_events = events.len();
+
+    for (line_no, ev) in events {
+        if let Event::Ingest(ref ing) = ev {
+            if let Some(reason) = ingest_parse_error(&ing.raw) {
+                malformed_ingests.push(MalformedIngest {
+                    line: line_no,
+                    id: ing.id.clone(),
+                    room_id: ing.room_id.clone(),
+                    thread_tag: ing.thread_tag.clone(),
+                    reason,
+                });
+            }
+            let before = state.ingests_by_id.len();
+            state.apply_event(ev);
+            if state.ingests_by_id.len() == before {
+                skipped_ingests += 1;
+            }
+        } else {
+            state.apply_event(ev);
+        }
+    }
+
+    let ok = bad_json_lines.is_empty() && malformed_ingests.is_empty() && skipped_ingests == 0;
+
+    Ok(ScanResult {
+        ok,
+        path: path.display().to_string(),
+        total_lines,
+        parsed_events,
+        bad_json_lines,
+        malformed_ingests,
+        skipped_ingests,
+    })
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    const TUTORIAL: &str = include_str!("../tests/fixtures/tutorial.sorter");
+
+    #[test]
+    fn compile_tutorial_fixture_emits_rankings() {
+        let result = compile_document(&ReducerState::default(), "public", TUTORIAL).unwrap();
+        assert!(result.ok);
+        assert!(!result.threads.is_empty());
+        assert!(result.stats.items >= 6);
+        assert!(result.stats.votes >= 6);
+        assert!(!result.rankings.is_empty());
+    }
+
+    #[test]
+    fn compile_rejects_vote_on_missing_item() {
+        let err = compile_document(
+            &ReducerState::default(),
+            "public",
+            "{ reason }\n~/missing/a 2:1 ~/missing/b",
+        )
+        .unwrap_err();
+        assert!(!err.ok);
+        assert!(err.error.contains("undefined"));
+    }
+
+    #[test]
+    fn scan

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