add per-agent and hive-wide skill invocation stats

frontend/packages/dashboard/src/stats.html

@@ -44,6 +44,10 @@
          recorded data, so the section never shows an empty block. -->
     <h3 id="hive-stats-bash-h" hidden>◇ favorite tools (bash commands across the swarm)</h3>
     <div id="hive-stats-bash" hidden></div>
+    <!-- most-triggered skills across the swarm. Header + list hidden until
+         at least one agent has actually invoked a skill. -->
+    <h3 id="hive-stats-skills-h" hidden>◇ skill mix (invocations across the swarm)</h3>
+    <div id="hive-stats-skills" hidden></div>
   </main>
 
   <script type="module" src="/static/stats.js" defer></script>

frontend/packages/dashboard/src/stats.js

@@ -41,6 +41,39 @@ function hsMeta(parent, text) {
   p.textContent = text;
   parent.append(p);
 }
+// Shared bar-list renderer for any `KeyCount[]` mix (model/bash/skill).
+function renderKeyCountBars(container, mix) {
+  container.replaceChildren();
+  const max = mix[0].count || 1;
+  for (const kc of mix) {
+    const row = document.createElement('div'); row.className = 'hive-stats-bar';
+    const lbl = document.createElement('span'); lbl.className = 'lbl'; lbl.textContent = kc.key;
+    const track = document.createElement('span'); track.className = 'track';
+    const fill = document.createElement('span'); fill.className = 'fill';
+    fill.style.width = Math.max(2, Math.round(100 * kc.count / max)) + '%';
+    track.append(fill);
+    const cnt = document.createElement('span'); cnt.className = 'cnt'; cnt.textContent = hsFmtInt(kc.count);
+    row.append(lbl, track, cnt);
+    container.append(row);
+  }
+}
+// A mix section that hides itself (+ its header) until the backing
+// capture has recorded data, so the section never shows an empty block
+// while data is pre-capture. Used by bash_mix and skill_mix.
+function renderOptionalMix(containerId, headerId, mix) {
+  const el = $(containerId);
+  const h = $(headerId);
+  if (!el) return;
+  if (!mix.length) {
+    el.replaceChildren();
+    el.hidden = true;
+    if (h) h.hidden = true;
+    return;
+  }
+  el.hidden = false;
+  if (h) h.hidden = false;
+  renderKeyCountBars(el, mix);
+}
 
 function renderHiveStats(s) {
   const sum = $('hive-stats-summary');
@@ -93,54 +126,14 @@ function renderHiveStats(s) {
   const mm = $('hive-stats-models');
   if (mm) {
     const mix = s.model_mix || [];
-    if (!mix.length) {
+    if (!mix.length) hsMeta(mm, 'no turns in window');
-      hsMeta(mm, 'no turns in window');
+    else renderKeyCountBars(mm, mix);
-    } else {
-      mm.replaceChildren();
-      const max = mix[0].count || 1;
-      for (const kc of mix) {
-        const row = document.createElement('div'); row.className = 'hive-stats-bar';
-        const lbl = document.createElement('span'); lbl.className = 'lbl'; lbl.textContent = kc.key;
-        const track = document.createElement('span'); track.className = 'track';
-        const fill = document.createElement('span'); fill.className = 'fill';
-        fill.style.width = Math.max(2, Math.round(100 * kc.count / max)) + '%';
-        track.append(fill);
-        const cnt = document.createElement('span'); cnt.className = 'cnt'; cnt.textContent = hsFmtInt(kc.count);
-        row.append(lbl, track, cnt);
-        mm.append(row);
-      }
-    }
   }
 
-  // "favorite tools": most-run bash commands across the swarm. Hidden
+  // "favorite tools": most-run bash commands across the swarm.
-  // (header + list) until the capture has recorded data, so the
+  renderOptionalMix('hive-stats-bash', 'hive-stats-bash-h', s.bash_mix || []);
-  // section never shows an empty block while capture is pre-data.
+  // Most-triggered skills across the swarm.
-  const bh = $('hive-stats-bash');
+  renderOptionalMix('hive-stats-skills', 'hive-stats-skills-h', s.skill_mix || []);
-  const bhH = $('hive-stats-bash-h');
-  if (bh) {
-    const bmix = s.bash_mix || [];
-    if (!bmix.length) {
-      bh.replaceChildren();
-      bh.hidden = true;
-      if (bhH) bhH.hidden = true;
-    } else {
-      bh.hidden = false;
-      if (bhH) bhH.hidden = false;
-      bh.replaceChildren();
-      const max = bmix[0].count || 1;
-      for (const kc of bmix) {
-        const row = document.createElement('div'); row.className = 'hive-stats-bar';
-        const lbl = document.createElement('span'); lbl.className = 'lbl'; lbl.textContent = kc.key;
-        const track = document.createElement('span'); track.className = 'track';
-        const fill = document.createElement('span'); fill.className = 'fill';
-        fill.style.width = Math.max(2, Math.round(100 * kc.count / max)) + '%';
-        track.append(fill);
-        const cnt = document.createElement('span'); cnt.className = 'cnt'; cnt.textContent = hsFmtInt(kc.count);
-        row.append(lbl, track, cnt);
-        bh.append(row);
-      }
-    }
-  }
 }
 
 async function refreshHiveStats() {

hive-agent/src/events.rs

@@ -643,6 +643,11 @@ impl Bus {
     /// pump on every parsed line. Cheap when the line isn't an
     /// assistant message — the field-check short-circuits.
     ///
+    /// A `Skill` invocation is one meta-tool (`name == "Skill"`) dispatching
+    /// to whichever skill matched, so the bare tool name collapses every
+    /// skill into one undifferentiated count. Special-cased (via
+    /// [`breakdown_key`]) to key by `Skill:<skill>` instead.
+    ///
     /// # Panics
     ///
     /// Panics if the internal lock is poisoned.
@@ -665,9 +670,9 @@ impl Bus {
             let name = block
                 .get("name")
                 .and_then(|n| n.as_str())
-                .unwrap_or("<unnamed>")
+                .unwrap_or("<unnamed>");
-                .to_owned();
+            let key = breakdown_key(name, block.get("input"));
-            *counts.entry(name).or_insert(0) += 1;
+            *counts.entry(key).or_insert(0) += 1;
         }
     }
 
@@ -914,6 +919,24 @@ fn degraded_mcp_servers(
         .collect()
 }
 
+/// The `tool_call_breakdown_json` key for one `tool_use` block: the bare
+/// tool `name`, except a `Skill` invocation (one meta-tool dispatching to
+/// whichever skill matched) is keyed `Skill:<skill>` using the invocation's
+/// own `input.skill` field — the fully-qualified `plugin:skill-name` — so
+/// distinct skills don't collapse into one undifferentiated `"Skill"`
+/// count. Falls back to the bare `"Skill"` key if `input.skill` is ever
+/// missing/non-string, so a schema change degrades safely instead of losing
+/// the count. Pure so it's unit-testable without a live `Bus`.
+fn breakdown_key(name: &str, input: Option<&serde_json::Value>) -> String {
+    if name != "Skill" {
+        return name.to_owned();
+    }
+    input
+        .and_then(|i| i.get("skill"))
+        .and_then(|s| s.as_str())
+        .map_or_else(|| name.to_owned(), |skill| format!("Skill:{skill}"))
+}
+
 #[cfg(test)]
 mod tests {
     use super::{BusEvent, LiveEvent, StoredEvent};
@@ -976,6 +999,30 @@ mod tests {
         assert!(super::degraded_mcp_servers(&configured, &reported).is_empty());
     }
 
+    #[test]
+    fn breakdown_key_keys_skill_by_input_field() {
+        let input = serde_json::json!({"skill": "base:async-task-hygiene"});
+        assert_eq!(
+            super::breakdown_key("Skill", Some(&input)),
+            "Skill:base:async-task-hygiene"
+        );
+    }
+
+    #[test]
+    fn breakdown_key_non_skill_tool_is_bare_name() {
+        assert_eq!(super::breakdown_key("Read", None), "Read");
+    }
+
+    #[test]
+    fn breakdown_key_skill_missing_input_field_degrades_to_bare_name() {
+        // Schema-drift fallback: an unexpected/missing `input.skill` still
+        // counts the invocation, just undifferentiated, rather than losing
+        // it entirely.
+        assert_eq!(super::breakdown_key("Skill", None), "Skill");
+        let input = serde_json::json!({"unexpected": "field"});
+        assert_eq!(super::breakdown_key("Skill", Some(&input)), "Skill");
+    }
+
     #[test]
     fn degraded_mcp_servers_ignores_pending() {
         // `pending` is the CLI's normal init-event race for a stdio server

hive-c0re/src/stats/hive_stats.rs

@@ -209,6 +209,11 @@ pub struct HiveStats {
     /// hive-bash-daemon capture has recorded `bash_commands` rows on at
     /// least one active agent.
     pub bash_mix: Vec<KeyCount>,
+    /// Most-triggered skills (fully-qualified `plugin:skill-name`) across
+    /// the whole swarm, busiest first, capped to 10. Sourced from each
+    /// agent's `tool_call_breakdown_json` — see [`read_skill_breakdown`].
+    /// Empty until at least one agent has actually invoked a skill.
+    pub skill_mix: Vec<KeyCount>,
 }
 
 #[derive(Default)]
@@ -224,6 +229,10 @@ struct AgentAgg {
     /// `bash_commands` table (written by hive-bash-daemon). Empty when that
     /// capture hasn't run for this agent (table absent).
     bash: HashMap<String, u64>,
+    /// Skill (fully-qualified `plugin:skill-name`) → invocation count,
+    /// unpacked from `turn_stats.tool_call_breakdown_json`'s `Skill:*`
+    /// entries. Empty when no skill was invoked in the window.
+    skills: HashMap<String, u64>,
 }
 
 #[allow(
@@ -246,7 +255,8 @@ fn read_agent(path: &Path, from: i64, prices: &PriceTable) -> rusqlite::Result<A
     conn.busy_timeout(Duration::from_millis(500))?;
     let mut stmt = conn.prepare(
         "SELECT model, input_tokens, output_tokens,
-                cache_read_input_tokens, cache_creation_input_tokens
+                cache_read_input_tokens, cache_creation_input_tokens,
+                tool_call_breakdown_json
          FROM turn_stats
          WHERE started_at >= ?1",
     )?;
@@ -258,10 +268,11 @@ fn read_agent(path: &Path, from: i64, prices: &PriceTable) -> rusqlite::Result<A
             u64_from_i64(row.get::<_, i64>(2)?),
             u64_from_i64(row.get::<_, i64>(3)?),
             u64_from_i64(row.get::<_, i64>(4)?),
+            row.get::<_, Option<String>>(5)?,
         ))
     })?;
     for r in rows {
-        let (model, input, output, cache_read, cache_creation) = r?;
+        let (model, input, output, cache_read, cache_creation, breakdown_json) = r?;
         agg.turns += 1;
         agg.input = agg.input.saturating_add(input);
         agg.output = agg.output.saturating_add(output);
@@ -280,11 +291,31 @@ fn read_agent(path: &Path, from: i64, prices: &PriceTable) -> rusqlite::Result<A
                 / 1_000_000.0;
         }
         *agg.models.entry(model).or_insert(0) += 1;
+        if let Some(json) = breakdown_json {
+            for (skill, count) in skills_from_breakdown(&json) {
+                *agg.skills.entry(skill).or_insert(0) += count;
+            }
+        }
     }
     agg.bash = read_bash_heads(&conn, from);
     Ok(agg)
 }
 
+/// Pull the `Skill:<skill>` entries out of one turn's
+/// `tool_call_breakdown_json` blob (see `hive_agent::events::observe_stream`
+/// for how they're written), stripping the `Skill:` marker so the rollup
+/// keys by the bare (fully-qualified `plugin:skill-name`) skill identifier.
+/// Malformed/absent JSON yields nothing rather than erroring — one bad row
+/// shouldn't drop a whole agent from the rollup.
+fn skills_from_breakdown(json: &str) -> Vec<(String, u64)> {
+    let Ok(map) = serde_json::from_str::<HashMap<String, u64>>(json) else {
+        return Vec::new();
+    };
+    map.into_iter()
+        .filter_map(|(k, v)| k.strip_prefix("Skill:").map(|s| (s.to_owned(), v)))
+        .collect()
+}
+
 /// Tally normalised bash-command heads from the agent's `bash_commands`
 /// table (`ts INTEGER, head TEXT`, written by hive-bash-daemon) over
 /// `[from, now]`. Best-effort + isolated from `read_agent`'s error path:
@@ -329,6 +360,7 @@ pub fn hive_snapshot(window: Window, prices: &PriceTable) -> HiveStats {
     let mut agents: Vec<AgentRollup> = Vec::new();
     let mut model_mix: HashMap<String, u64> = HashMap::new();
     let mut bash_mix: HashMap<String, u64> = HashMap::new();
+    let mut skill_mix: HashMap<String, u64> = HashMap::new();
     let mut total_turns = 0u64;
     let mut total_input = 0u64;
     let mut total_output = 0u64;
@@ -365,6 +397,9 @@ pub fn hive_snapshot(window: Window, prices: &PriceTable) -> HiveStats {
         for (h, c) in &agg.bash {
             *bash_mix.entry(h.clone()).or_insert(0) += c;
         }
+        for (s, c) in &agg.skills {
+            *skill_mix.entry(s.clone()).or_insert(0) += c;
+        }
         agents.push(AgentRollup {
             name: name.into_string(),
             turns: agg.turns,
@@ -393,6 +428,14 @@ pub fn hive_snapshot(window: Window, prices: &PriceTable) -> HiveStats {
     bash_mix.sort_by(|a, b| b.count.cmp(&a.count).then_with(|| a.key.cmp(&b.key)));
     bash_mix.truncate(10);
 
+    // Busiest skills first, capped to a top-10 list — same shape as bash_mix.
+    let mut skill_mix: Vec<KeyCount> = skill_mix
+        .into_iter()
+        .map(|(key, count)| KeyCount { key, count })
+        .collect();
+    skill_mix.sort_by(|a, b| b.count.cmp(&a.count).then_with(|| a.key.cmp(&b.key)));
+    skill_mix.truncate(10);
+
     HiveStats {
         window: window.label(),
         from,
@@ -407,6 +450,7 @@ pub fn hive_snapshot(window: Window, prices: &PriceTable) -> HiveStats {
         agents,
         model_mix,
         bash_mix,
+        skill_mix,
     }
 }
 
@@ -447,4 +491,28 @@ mod tests {
         let conn = Connection::open_in_memory().unwrap();
         assert!(read_bash_heads(&conn, 0).is_empty());
     }
+
+    /// `Skill:<skill>` entries are unpacked and the marker stripped; a
+    /// non-skill tool entry in the same blob is ignored.
+    #[test]
+    fn skills_from_breakdown_strips_marker_and_ignores_other_tools() {
+        let json = r#"{"Skill:base:async-task-hygiene":3,"Read":7}"#;
+        let mut got = skills_from_breakdown(json);
+        got.sort();
+        assert_eq!(got, vec![("base:async-task-hygiene".to_owned(), 3)]);
+    }
+
+    /// Malformed JSON degrades to empty rather than erroring — one bad row
+    /// shouldn't drop a whole agent from the rollup.
+    #[test]
+    fn skills_from_breakdown_malformed_json_is_empty() {
+        assert!(skills_from_breakdown("not json").is_empty());
+    }
+
+    /// No `Skill:*` keys at all (an agent that hasn't triggered one yet)
+    /// is also empty, not an error.
+    #[test]
+    fn skills_from_breakdown_no_skills_is_empty() {
+        assert!(skills_from_breakdown(r#"{"Read":1,"Edit":2}"#).is_empty());
+    }
 }