fix(engram): tokenized + ranked lexical search, not whole-query Ctrl-F

engram search/activate/goal-bias matched the ENTIRE raw query string as a
single case-insensitive substring (istr_contains(field, q)). Multi-word
queries like "windows msi signing" only matched a node containing that exact
contiguous run, so real multi-word queries returned ZERO on a graph saturated
with the answer. This is Ctrl-F, not search — and search is the core of the
engram being useful.

Fix: split the query on whitespace into distinct tokens; a node matches if it
contains ANY token in content/label/tags. Rank by distinct tokens matched
(desc) then salience (desc). istr_contains is kept unchanged as the per-token
primitive. Single-token queries are a strict special case (score 0 or 1) so
the many single-word callers do not regress.

Sites changed (all in el_runtime.c):
- new helpers engram_tokenize_query / engram_node_match_score / engram_rank_cmp
- engram_search           (internal el_val_t path)
- engram_search_json      (HTTP /api/search path)
- engram_activate seed loop (HTTP /api/activate path; seed activation scaled
  by token coverage so full-query matches seed more strongly)
- engram_goal_bias overlap bonus upgraded to graded token coverage

Proof (6591-node snapshot copy, rebuilt binary on :8799, POST JSON path):
  windows msi signing  0 -> 20   Will Anderson  0 -> 20
  windows msi          0 -> 20   tokenized search fix  0 -> 20
Single-word parity preserved (VBD/volatility/elc capped at limit; unkey = all
matching nodes). Top hits are relevant (e.g. "Will Anderson" surfaces the
Project Design and VBD whitepapers).

Note: GET ?q=a%20b still returns 0 because query_param (server.el) does not
URL-decode — a separate EL-layer bug; the soul's POST-JSON path is fixed here.

engram/dist/engram.c

@@ -20,11 +20,11 @@ el_val_t route_create_edge(el_val_t method, el_val_t path, el_val_t body);
 el_val_t route_neighbors(el_val_t method, el_val_t path, el_val_t body);
 el_val_t route_strengthen(el_val_t method, el_val_t path, el_val_t body);
 el_val_t route_forget(el_val_t method, el_val_t path, el_val_t body);
+el_val_t route_create_ise(el_val_t method, el_val_t path, el_val_t body);
+el_val_t route_sync(el_val_t method, el_val_t path, el_val_t body);
 el_val_t route_save(el_val_t method, el_val_t path, el_val_t body);
 el_val_t route_load(el_val_t method, el_val_t path, el_val_t body);
 el_val_t route_health(el_val_t method, el_val_t path, el_val_t body);
-el_val_t route_sync(el_val_t method, el_val_t path, el_val_t body);
-el_val_t route_emit_ise(el_val_t method, el_val_t path, el_val_t body);
 el_val_t check_auth_ok(el_val_t method, el_val_t body);
 el_val_t handle_request(el_val_t method, el_val_t path, el_val_t body);
 
@@ -245,6 +245,34 @@ el_val_t route_forget(el_val_t method, el_val_t path, el_val_t body) {
   return 0;
 }
 
+el_val_t route_create_ise(el_val_t method, el_val_t path, el_val_t body) {
+  el_val_t content = json_get_string(body, EL_STR("content"));
+  if (str_eq(content, EL_STR(""))) {
+    return err_json(EL_STR("missing content"));
+  }
+  el_val_t sal = el_from_float(0.3);
+  el_val_t imp = el_from_float(0.3);
+  el_val_t conf = el_from_float(0.8);
+  el_val_t id = engram_node_full(content, EL_STR("InternalStateEvent"), EL_STR("state-event"), sal, imp, conf, EL_STR("Episodic"), EL_STR("[\"internal-state\",\"InternalStateEvent\"]"));
+  return el_str_concat(el_str_concat(EL_STR("{\"ok\":true,\"id\":\""), id), EL_STR("\"}"));
+  return 0;
+}
+
+el_val_t route_sync(el_val_t method, el_val_t path, el_val_t body) {
+  el_val_t dir = env(EL_STR("ENGRAM_DATA_DIR"));
+  if (str_eq(dir, EL_STR(""))) {
+    dir = EL_STR("/tmp/engram");
+  }
+  el_val_t snap_path = el_str_concat(dir, EL_STR("/sync-export.json"));
+  engram_save(snap_path);
+  el_val_t snap = fs_read(snap_path);
+  if (str_eq(snap, EL_STR(""))) {
+    return EL_STR("{\"nodes\":[],\"edges\":[]}");
+  }
+  return snap;
+  return 0;
+}
+
 el_val_t route_save(el_val_t method, el_val_t path, el_val_t body) {
   el_val_t p = json_get_string(body, EL_STR("path"));
   if (str_eq(p, EL_STR(""))) {
@@ -278,34 +306,6 @@ el_val_t route_health(el_val_t method, el_val_t path, el_val_t body) {
   return 0;
 }
 
-el_val_t route_sync(el_val_t method, el_val_t path, el_val_t body) {
-  el_val_t dir = env(EL_STR("ENGRAM_DATA_DIR"));
-  if (str_eq(dir, EL_STR(""))) {
-    dir = EL_STR("/tmp/engram");
-  }
-  el_val_t snap_path = el_str_concat(dir, EL_STR("/snapshot.json"));
-  engram_save(snap_path);
-  el_val_t snap = fs_read(snap_path);
-  if (str_eq(snap, EL_STR(""))) {
-    return EL_STR("{\"nodes\":[],\"edges\":[]}");
-  }
-  return snap;
-  return 0;
-}
-
-el_val_t route_emit_ise(el_val_t method, el_val_t path, el_val_t body) {
-  el_val_t content = json_get_string(body, EL_STR("content"));
-  if (str_eq(content, EL_STR(""))) {
-    return err_json(EL_STR("missing content"));
-  }
-  el_val_t sal = el_from_float(0.3);
-  el_val_t imp = el_from_float(0.3);
-  el_val_t conf = el_from_float(0.8);
-  el_val_t id = engram_node_full(content, EL_STR("InternalStateEvent"), EL_STR("state-event"), sal, imp, conf, EL_STR("Episodic"), EL_STR("[\"internal-state\",\"InternalStateEvent\"]"));
-  return el_str_concat(el_str_concat(EL_STR("{\"ok\":true,\"id\":\""), id), EL_STR("\"}"));
-  return 0;
-}
-
 el_val_t check_auth_ok(el_val_t method, el_val_t body) {
   el_val_t key = env(EL_STR("ENGRAM_API_KEY"));
   if (str_eq(key, EL_STR(""))) {
@@ -329,8 +329,8 @@ el_val_t handle_request(el_val_t method, el_val_t path, el_val_t body) {
       return route_health(method, path, body);
     }
   }
-  if (str_eq(method, EL_STR("POST")) && str_eq(clean, EL_STR("/api/neuron/state-events"))) {
-    return route_emit_ise(method, path, body);
+  if (str_eq(method, EL_STR("POST")) && str_starts_with(clean, EL_STR("/api/neuron/state-events"))) {
+    return route_create_ise(method, path, body);
   }
   if (!check_auth_ok(method, body)) {
     return err_json(EL_STR("unauthorized"));
@@ -374,15 +374,15 @@ el_val_t handle_request(el_val_t method, el_val_t path, el_val_t body) {
   if (str_eq(method, EL_STR("POST")) && (str_eq(clean, EL_STR("/api/strengthen")) || str_eq(clean, EL_STR("/strengthen")))) {
     return route_strengthen(method, path, body);
   }
+  if (str_eq(method, EL_STR("GET")) && (str_eq(clean, EL_STR("/api/sync")) || str_eq(clean, EL_STR("/sync")))) {
+    return route_sync(method, path, body);
+  }
   if (str_eq(method, EL_STR("POST")) && (str_eq(clean, EL_STR("/api/save")) || str_eq(clean, EL_STR("/save")))) {
     return route_save(method, path, body);
   }
   if (str_eq(method, EL_STR("POST")) && (str_eq(clean, EL_STR("/api/load")) || str_eq(clean, EL_STR("/load")))) {
     return route_load(method, path, body);
   }
-  if (str_eq(method, EL_STR("GET")) && str_eq(clean, EL_STR("/api/sync"))) {
-    return route_sync(method, path, body);
-  }
   return el_str_concat(el_str_concat(EL_STR("{\"error\":\"not found\",\"path\":\""), clean), EL_STR("\"}"));
   return 0;
 }

lang/el-compiler/runtime/el_runtime.c

@@ -710,6 +710,7 @@ static void jb_init(JsonBuf* b);
 static void jb_putc(JsonBuf* b, char c);
 static void jb_puts(JsonBuf* b, const char* s);
 static void jb_emit_escaped(JsonBuf* b, const char* s);
+static char* jb_finish(JsonBuf* b);
 static int  looks_like_string(el_val_t v);
 static const char* json_find_key(const char* s, const char* key);
 static const char* json_skip_value(const char* p);
@@ -2014,7 +2015,7 @@ el_val_t http_response(el_val_t status, el_val_t headers_json, el_val_t body) {
     jb_puts(&out, ",\"body\":");
     jb_emit_escaped(&out, b);
     jb_putc(&out, '}');
-    return el_wrap_str(out.buf);
+    return el_wrap_str(jb_finish(&out));
 }
 
 /* ── Filesystem ──────────────────────────────────────────────────────────── */
@@ -2121,7 +2122,7 @@ el_val_t exec_capture(el_val_t cmdv) {
     char buf[4096];
     while (fgets(buf, sizeof(buf), f)) jb_puts(&b, buf);
     pclose(f);
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 // exec — run a shell command via /bin/sh, capture stdout, return as String.
@@ -2145,7 +2146,7 @@ el_val_t exec(el_val_t cmdv) {
         jb_puts(&b, buf);
     }
     pclose(f);
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 // exec_bg — run a shell command in background, return PID as String.
@@ -3292,6 +3293,23 @@ static void jb_puts(JsonBuf* b, const char* s) {
     b->buf[b->len] = '\0';
 }
 
+/* jb_finish — call exactly once, at the point a JsonBuf's buffer is handed
+ * off as an el_val_t return value (via el_wrap_str). JsonBuf allocates through
+ * raw malloc/realloc (jb_init/jb_reserve), NOT el_strdup/el_strbuf, so unlike
+ * those helpers it was never registered with the per-request arena — every
+ * JsonBuf-built JSON string leaked unconditionally, whether or not a request
+ * arena was active, because nothing ever freed it. el_arena_track() is a
+ * documented no-op when no arena is active, so this is safe to call from any
+ * context (HTTP request handler, CLI arena-scope, or no arena at all — the
+ * last case still leaks, same as before, until the caller's context is itself
+ * arena-scoped). Do NOT call this on a JsonBuf whose ->buf is consumed by
+ * another builder (jb_puts(&other, x.buf)) and freed manually — only on the
+ * one actually returned via el_wrap_str. */
+static char* jb_finish(JsonBuf* b) {
+    el_arena_track(b->buf);
+    return b->buf;
+}
+
 static void jb_emit_escaped(JsonBuf* b, const char* s) {
     jb_putc(b, '"');
     const unsigned char* p = (const unsigned char*)s;
@@ -3400,7 +3418,7 @@ static void jb_emit_value(JsonBuf* b, el_val_t v) {
 el_val_t json_stringify(el_val_t v) {
     JsonBuf b; jb_init(&b);
     jb_emit_value(&b, v);
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 /* ── JSON substring accessors ────────────────────────────────────────────── */
@@ -3587,7 +3605,7 @@ el_val_t json_set(el_val_t json_str, el_val_t key, el_val_t value) {
         jb_putc(&b, ':');
         jb_puts(&b, raw_val);
         jb_putc(&b, '}');
-        return el_wrap_str(b.buf);
+        return el_wrap_str(jb_finish(&b));
     }
     const char* existing = json_find_key(json, k);
     JsonBuf b; jb_init(&b);
@@ -3601,7 +3619,7 @@ el_val_t json_set(el_val_t json_str, el_val_t key, el_val_t value) {
         b.buf[b.len] = '\0';
         jb_puts(&b, raw_val);
         jb_puts(&b, end);
-        return el_wrap_str(b.buf);
+        return el_wrap_str(jb_finish(&b));
     }
     /* Insert before closing '}'. Find last '}' */
     size_t jl = strlen(json);
@@ -3633,7 +3651,7 @@ el_val_t json_set(el_val_t json_str, el_val_t key, el_val_t value) {
     jb_puts(&b, raw_val);
     /* Append from close_idx onward */
     jb_puts(&b, json + close_idx);
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 el_val_t json_array_len(el_val_t json_str) {
@@ -3771,7 +3789,7 @@ el_val_t json_build_object(el_val_t kvs) {
         jb_putc(&b, '"');
     }
     jb_putc(&b, '}');
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 /* json_build_array — build a JSON array from a list of raw JSON values.
@@ -3789,7 +3807,7 @@ el_val_t json_build_array(el_val_t items) {
         jb_puts(&b, vs);
     }
     jb_putc(&b, ']');
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 /* ── Time ────────────────────────────────────────────────────────────────── */
@@ -5193,7 +5211,7 @@ el_val_t state_keys(void) {
     }
     jb_putc(&b, ']');
     pthread_mutex_unlock(&_state_mu);
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 /* Returns 1 (true) if the key is present in the state store, else 0 (false). */
@@ -5399,7 +5417,7 @@ el_val_t str_format(el_val_t fmt, el_val_t data) {
         jb_putc(&b, *p);
         p++;
     }
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 el_val_t str_lower(el_val_t s) { return str_to_lower(s); }
@@ -5815,7 +5833,7 @@ el_val_t list_join(el_val_t listv, el_val_t sep) {
             jb_puts(&b, tmp);
         }
     }
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 el_val_t list_range(el_val_t start, el_val_t end) {
@@ -6465,12 +6483,12 @@ el_val_t engram_node(el_val_t content, el_val_t node_type, el_val_t salience) {
     n->id        = engram_new_id();
     const char* c  = EL_CSTR(content);
     const char* nt = EL_CSTR(node_type);
-    n->content   = el_strdup(c ? c : "");
-    n->node_type = el_strdup(nt && *nt ? nt : "Memory");
-    n->label     = engram_first_n_chars(c, 60);
-    n->tier      = el_strdup("Working");
-    n->tags      = el_strdup("");
-    n->metadata  = el_strdup("{}");
+    n->content   = el_strdup_persist(c ? c : "");
+    n->node_type = el_strdup_persist(nt && *nt ? nt : "Memory");
+    { char* _lb = engram_first_n_chars(c, 60); n->label = el_strdup_persist(_lb); } /* persist: stored field must outlive request arena */
+    n->tier      = el_strdup_persist("Working");
+    n->tags      = el_strdup_persist("");
+    n->metadata  = el_strdup_persist("{}");
     n->salience    = engram_decode_score(salience);
     if (n->salience <= 0.0 || n->salience > 1.0) n->salience = 0.5;
     n->importance  = 0.5;
@@ -6597,11 +6615,11 @@ el_val_t engram_node_layered(el_val_t content, el_val_t node_type, el_val_t labe
     const char* lb = EL_CSTR(label);
     const char* tg = EL_CSTR(tags);
     const char* st = EL_CSTR(status);
-    n->content   = el_strdup(c ? c : "");
-    n->node_type = el_strdup(nt && *nt ? nt : "Memory");
-    n->label     = el_strdup(lb && *lb ? lb : (c ? engram_first_n_chars(c, 60) : ""));
-    n->tier      = el_strdup("Working");
-    n->tags      = el_strdup(tg ? tg : "");
+    n->content   = el_strdup_persist(c ? c : "");
+    n->node_type = el_strdup_persist(nt && *nt ? nt : "Memory");
+    n->label     = el_strdup_persist(lb && *lb ? lb : (c ? engram_first_n_chars(c, 60) : ""));
+    n->tier      = el_strdup_persist("Working");
+    n->tags      = el_strdup_persist(tg ? tg : "");
     if (st && *st) {
         /* Minimal metadata payload: {"status":"..."}. Keep it cheap so
          * callers using `status` don't pay JSON parse cost on every read. */
@@ -6610,7 +6628,7 @@ el_val_t engram_node_layered(el_val_t content, el_val_t node_type, el_val_t labe
         snprintf(meta, sl, "{\"status\":\"%s\"}", st);
         n->metadata = meta;
     } else {
-        n->metadata = el_strdup("{}");
+        n->metadata = el_strdup_persist("{}");
     }
     n->salience    = engram_decode_score(salience);
     n->importance  = engram_decode_score(certainty);
@@ -6808,6 +6826,75 @@ static int istr_contains(const char* hay, const char* needle) {
     return 0;
 }
 
+/* ── Tokenized query matching ───────────────────────────────────────────
+ * The engram query surface (search / activate / goal-bias) historically
+ * matched the ENTIRE raw query string as a single case-insensitive
+ * substring via istr_contains(field, q). That is Ctrl-F, not search:
+ * a multi-word query like "windows msi signing" only matched a node whose
+ * text contained that exact contiguous run, so real multi-word queries
+ * returned zero. istr_contains stays as the per-TOKEN primitive; these
+ * helpers split the query on whitespace and match ANY token, then rank by
+ * how many DISTINCT tokens a node covers. Single-token queries are a strict
+ * special case (score is 0 or 1) so single-word callers never regress. */
+#define ENGRAM_MAX_QTOKENS 32
+#define ENGRAM_QTOK_LEN    256
+
+/* Split q on whitespace into up to ENGRAM_MAX_QTOKENS distinct
+ * (case-insensitive) tokens. Returns the token count. Over-long tokens are
+ * truncated to ENGRAM_QTOK_LEN-1; over-count tokens are ignored. */
+static int engram_tokenize_query(const char* q,
+                                 char toks[][ENGRAM_QTOK_LEN], int maxtok) {
+    int n = 0;
+    if (!q) return 0;
+    const char* p = q;
+    while (*p && n < maxtok) {
+        while (*p && isspace((unsigned char)*p)) p++;
+        if (!*p) break;
+        char buf[ENGRAM_QTOK_LEN];
+        size_t tl = 0;
+        while (*p && !isspace((unsigned char)*p)) {
+            if (tl < sizeof(buf) - 1) buf[tl++] = *p;
+            p++;
+        }
+        buf[tl] = '\0';
+        if (tl == 0) continue;
+        int dup = 0;
+        for (int s = 0; s < n; s++) {
+            if (strcasecmp(toks[s], buf) == 0) { dup = 1; break; }
+        }
+        if (dup) continue;
+        memcpy(toks[n], buf, tl + 1);
+        n++;
+    }
+    return n;
+}
+
+/* Count how many of the ntok distinct query tokens appear (case-insensitive)
+ * in the node's content, label, or tags. 0 == no match. */
+static int engram_node_match_score(const EngramNode* n,
+                                   char toks[][ENGRAM_QTOK_LEN], int ntok) {
+    int score = 0;
+    for (int t = 0; t < ntok; t++) {
+        if (istr_contains(n->content, toks[t]) ||
+            istr_contains(n->label,   toks[t]) ||
+            istr_contains(n->tags,    toks[t]))
+            score++;
+    }
+    return score;
+}
+
+/* Rank entry: distinct-token match count (primary, desc) then salience
+ * (tiebreak, desc). */
+typedef struct { int64_t idx; int score; double salience; } EngramRankEntry;
+static int engram_rank_cmp(const void* a, const void* b) {
+    const EngramRankEntry* ea = (const EngramRankEntry*)a;
+    const EngramRankEntry* eb = (const EngramRankEntry*)b;
+    if (ea->score != eb->score) return eb->score - ea->score;      /* desc */
+    if (ea->salience < eb->salience) return 1;
+    if (ea->salience > eb->salience) return -1;
+    return 0;
+}
+
 el_val_t engram_search(el_val_t query, el_val_t limit) {
     EngramStore* g = engram_get();
     const char* q = EL_CSTR(query);
@@ -6815,21 +6902,34 @@ el_val_t engram_search(el_val_t query, el_val_t limit) {
     if (lim <= 0) lim = 100;
     el_val_t lst = el_list_empty();
     if (!q || !*q) return lst;
-    int64_t found = 0;
-    for (int64_t i = 0; i < g->node_count && found < lim; i++) {
+    char toks[ENGRAM_MAX_QTOKENS][ENGRAM_QTOK_LEN];
+    int ntok = engram_tokenize_query(q, toks, ENGRAM_MAX_QTOKENS);
+    if (ntok == 0) return lst;
+    EngramRankEntry* hits = malloc((size_t)g->node_count * sizeof(EngramRankEntry));
+    if (!hits) return lst;
+    int64_t nhits = 0;
+    for (int64_t i = 0; i < g->node_count; i++) {
         EngramNode* n = &g->nodes[i];
         /* Filter transparent layers: nodes whose layer is `transparent=1`
          * shape output but are invisible to introspection ("what do you
          * know about yourself"). They still surface via engram_activate
          * + engram_compile_layered_json — that's the legitimate path. */
         if (engram_layer_is_transparent(n->layer_id)) continue;
-        if (istr_contains(n->content, q) ||
-            istr_contains(n->label,   q) ||
-            istr_contains(n->tags,    q)) {
-            lst = el_list_append(lst, engram_node_to_map(n));
-            found++;
+        int sc = engram_node_match_score(n, toks, ntok);
+        if (sc > 0) {
+            hits[nhits].idx      = i;
+            hits[nhits].score    = sc;
+            hits[nhits].salience = n->salience;
+            nhits++;
         }
     }
+    /* Rank by distinct tokens matched (desc) then salience (desc), then cap. */
+    qsort(hits, (size_t)nhits, sizeof(EngramRankEntry), engram_rank_cmp);
+    int64_t end = nhits < lim ? nhits : lim;
+    for (int64_t k = 0; k < end; k++) {
+        lst = el_list_append(lst, engram_node_to_map(&g->nodes[hits[k].idx]));
+    }
+    free(hits);
     return lst;
 }
 
@@ -6883,10 +6983,10 @@ void engram_connect(el_val_t from_id, el_val_t to_id, el_val_t weight, el_val_t
     EngramEdge* e = &g->edges[g->edge_count];
     memset(e, 0, sizeof(*e));
     e->id        = engram_new_id();
-    e->from_id   = el_strdup(f);
-    e->to_id     = el_strdup(t);
-    e->relation  = el_strdup(r && *r ? r : "associate");
-    e->metadata  = el_strdup("{}");
+    e->from_id   = el_strdup_persist(f);
+    e->to_id     = el_strdup_persist(t);
+    e->relation  = el_strdup_persist(r && *r ? r : "associate");
+    e->metadata  = el_strdup_persist("{}");
     e->weight    = engram_decode_score(weight);
     if (e->weight <= 0.0 || e->weight > 1.0) e->weight = 0.5;
     e->confidence = 1.0;
@@ -7106,10 +7206,14 @@ static double engram_temporal_proximity_bonus(int64_t node_created,
 static double engram_goal_bias(const EngramNode* n, const char* query) {
     if (!query || !*query) return 1.0;
     double bias = 1.0;
-    /* Direct lexical overlap: node content/label/tags share text with query. */
-    if (istr_contains(n->content, query) || istr_contains(n->label, query) ||
-        istr_contains(n->tags, query)) {
-        bias += 0.5;
+    /* Direct lexical overlap, graded by token coverage: a node covering all
+     * query tokens gets the full +0.5; partial coverage gets a proportional
+     * share. Single-token queries → full +0.5 on match, identical to before. */
+    {
+        char toks[ENGRAM_MAX_QTOKENS][ENGRAM_QTOK_LEN];
+        int ntok = engram_tokenize_query(query, toks, ENGRAM_MAX_QTOKENS);
+        int sc   = engram_node_match_score(n, toks, ntok);
+        if (sc > 0 && ntok > 0) bias += 0.5 * ((double)sc / (double)ntok);
     }
     /* Node-type resonance with query intent. */
     int technical_query = istr_contains(query, "code")         ||
@@ -7175,14 +7279,21 @@ el_val_t engram_activate(el_val_t query, el_val_t depth) {
     if (!seeds) {
         free(best_bg); free(best_hops); free(reached); return out;
     }
+    /* Tokenize once: a node seeds if it matches ANY query token, and its seed
+     * activation is scaled by token coverage (fraction of distinct query
+     * tokens it contains) so a node matching all words seeds more strongly
+     * than one matching a single word. Single-word queries → coverage 1.0,
+     * identical to the prior whole-query behavior. */
+    char toks[ENGRAM_MAX_QTOKENS][ENGRAM_QTOK_LEN];
+    int ntok = engram_tokenize_query(q, toks, ENGRAM_MAX_QTOKENS);
     for (int64_t i = 0; i < g->node_count; i++) {
         EngramNode* n = &g->nodes[i];
-        if (istr_contains(n->content, q) ||
-            istr_contains(n->label,   q) ||
-            istr_contains(n->tags,    q)) {
+        int sc = engram_node_match_score(n, toks, ntok);
+        if (sc > 0) {
             double tdecay = engram_temporal_decay(n, now_ms);
             double dampen = engram_activation_dampen(n);
-            double act    = n->salience * tdecay * dampen;
+            double cover  = ntok > 0 ? (double)sc / (double)ntok : 1.0;
+            double act    = n->salience * tdecay * dampen * cover;
             seeds[seed_count].idx        = i;
             seeds[seed_count].act        = act;
             seeds[seed_count].created_at = n->created_at;
@@ -7519,11 +7630,11 @@ el_val_t engram_save(el_val_t path) {
 /* Helper: extract a string field from a JSON object substring. */
 static char* eg_get_str_field(const char* obj, const char* key) {
     const char* p = json_find_key(obj, key);
-    if (!p) return el_strdup("");
-    if (*p != '"') return el_strdup("");
+    if (!p) return el_strdup_persist("");
+    if (*p != '"') return el_strdup_persist("");
     JsonParser jp = { .p = p, .end = p + strlen(p), .err = 0 };
     char* out = jp_parse_string_raw(&jp);
-    if (jp.err) { free(out); return el_strdup(""); }
+    if (jp.err) { free(out); return el_strdup_persist(""); }
     return out;
 }
 
@@ -7597,7 +7708,7 @@ el_val_t engram_load(el_val_t path) {
                 nn->tier      = eg_get_str_field(obj, "tier");
                 nn->tags      = eg_get_str_field(obj, "tags");
                 nn->metadata  = eg_get_str_field(obj, "metadata");
-                if (!nn->metadata || !*nn->metadata) { free(nn->metadata); nn->metadata = el_strdup("{}"); }
+                if (!nn->metadata || !*nn->metadata) { free(nn->metadata); nn->metadata = el_strdup_persist("{}"); }
                 nn->salience           = eg_get_num_field(obj, "salience");
                 nn->importance         = eg_get_num_field(obj, "importance");
                 nn->confidence         = eg_get_num_field(obj, "confidence");
@@ -7648,7 +7759,7 @@ el_val_t engram_load(el_val_t path) {
                 ee->to_id    = eg_get_str_field(obj, "to_id");
                 ee->relation = eg_get_str_field(obj, "relation");
                 ee->metadata = eg_get_str_field(obj, "metadata");
-                if (!ee->metadata || !*ee->metadata) { free(ee->metadata); ee->metadata = el_strdup("{}"); }
+                if (!ee->metadata || !*ee->metadata) { free(ee->metadata); ee->metadata = el_strdup_persist("{}"); }
                 ee->weight     = eg_get_num_field(obj, "weight");
                 ee->confidence = eg_get_num_field(obj, "confidence");
                 ee->created_at = eg_get_int_field(obj, "created_at");
@@ -7740,7 +7851,7 @@ el_val_t engram_get_node_json(el_val_t id) {
     if (!n) return el_wrap_str(el_strdup("{}"));
     JsonBuf b; jb_init(&b);
     engram_emit_node_json(&b, n);
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 el_val_t engram_search_json(el_val_t query, el_val_t limit) {
@@ -7751,24 +7862,41 @@ el_val_t engram_search_json(el_val_t query, el_val_t limit) {
     JsonBuf b; jb_init(&b);
     jb_putc(&b, '[');
     int first = 1;
-    int64_t found = 0;
     if (q && *q) {
-        for (int64_t i = 0; i < g->node_count && found < lim; i++) {
-            EngramNode* n = &g->nodes[i];
-            /* Filter transparent layers — same as engram_search. */
-            if (engram_layer_is_transparent(n->layer_id)) continue;
-            if (istr_contains(n->content, q) ||
-                istr_contains(n->label,   q) ||
-                istr_contains(n->tags,    q)) {
-                if (!first) jb_putc(&b, ',');
-                engram_emit_node_json(&b, n);
-                first = 0;
-                found++;
+        char toks[ENGRAM_MAX_QTOKENS][ENGRAM_QTOK_LEN];
+        int ntok = engram_tokenize_query(q, toks, ENGRAM_MAX_QTOKENS);
+        if (ntok > 0) {
+            EngramRankEntry* hits =
+                malloc((size_t)g->node_count * sizeof(EngramRankEntry));
+            if (hits) {
+                int64_t nhits = 0;
+                for (int64_t i = 0; i < g->node_count; i++) {
+                    EngramNode* n = &g->nodes[i];
+                    /* Filter transparent layers — same as engram_search. */
+                    if (engram_layer_is_transparent(n->layer_id)) continue;
+                    int sc = engram_node_match_score(n, toks, ntok);
+                    if (sc > 0) {
+                        hits[nhits].idx      = i;
+                        hits[nhits].score    = sc;
+                        hits[nhits].salience = n->salience;
+                        nhits++;
+                    }
+                }
+                /* Rank by distinct tokens matched (desc) then salience (desc). */
+                qsort(hits, (size_t)nhits, sizeof(EngramRankEntry),
+                      engram_rank_cmp);
+                int64_t end = nhits < lim ? nhits : lim;
+                for (int64_t k = 0; k < end; k++) {
+                    if (!first) jb_putc(&b, ',');
+                    engram_emit_node_json(&b, &g->nodes[hits[k].idx]);
+                    first = 0;
+                }
+                free(hits);
             }
         }
     }
     jb_putc(&b, ']');
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 el_val_t engram_scan_nodes_json(el_val_t limit, el_val_t offset) {
@@ -7777,9 +7905,9 @@ el_val_t engram_scan_nodes_json(el_val_t limit, el_val_t offset) {
     int64_t off = (int64_t)offset; if (off < 0) off = 0;
     JsonBuf b; jb_init(&b);
     jb_putc(&b, '[');
-    if (g->node_count == 0) { jb_putc(&b, ']'); return el_wrap_str(b.buf); }
+    if (g->node_count == 0) { jb_putc(&b, ']'); return el_wrap_str(jb_finish(&b)); }
     int64_t* idx = malloc((size_t)g->node_count * sizeof(int64_t));
-    if (!idx) { jb_putc(&b, ']'); return el_wrap_str(b.buf); }
+    if (!idx) { jb_putc(&b, ']'); return el_wrap_str(jb_finish(&b)); }
     /* Skip transparent layers — introspection filter, same as engram_scan_nodes. */
     int64_t live = 0;
     for (int64_t i = 0; i < g->node_count; i++) {
@@ -7797,7 +7925,7 @@ el_val_t engram_scan_nodes_json(el_val_t limit, el_val_t offset) {
     }
     free(idx);
     jb_putc(&b, ']');
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 /* engram_scan_nodes_by_type_json — filter by node_type before paginating.
@@ -7813,9 +7941,9 @@ el_val_t engram_scan_nodes_by_type_json(el_val_t type_v, el_val_t limit, el_val_
     int64_t off = (int64_t)offset; if (off < 0) off = 0;
     JsonBuf b; jb_init(&b);
     jb_putc(&b, '[');
-    if (g->node_count == 0) { jb_putc(&b, ']'); return el_wrap_str(b.buf); }
+    if (g->node_count == 0) { jb_putc(&b, ']'); return el_wrap_str(jb_finish(&b)); }
     int64_t* idx = malloc((size_t)g->node_count * sizeof(int64_t));
-    if (!idx) { jb_putc(&b, ']'); return el_wrap_str(b.buf); }
+    if (!idx) { jb_putc(&b, ']'); return el_wrap_str(jb_finish(&b)); }
     int64_t live = 0;
     for (int64_t i = 0; i < g->node_count; i++) {
         if (engram_layer_is_transparent(g->nodes[i].layer_id)) continue;
@@ -7834,7 +7962,7 @@ el_val_t engram_scan_nodes_by_type_json(el_val_t type_v, el_val_t limit, el_val_
     }
     free(idx);
     jb_putc(&b, ']');
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 el_val_t engram_neighbors_json(el_val_t node_id, el_val_t max_depth, el_val_t direction) {
@@ -7849,7 +7977,7 @@ el_val_t engram_neighbors_json(el_val_t node_id, el_val_t max_depth, el_val_t di
     int allow_in  = (strcmp(dir, "in")  == 0) || (strcmp(dir, "both") == 0);
     JsonBuf b; jb_init(&b);
     jb_putc(&b, '[');
-    if (!sid || !*sid) { jb_putc(&b, ']'); return el_wrap_str(b.buf); }
+    if (!sid || !*sid) { jb_putc(&b, ']'); return el_wrap_str(jb_finish(&b)); }
 
     /* Frontier of (node_id, hops). Cap to a sane size. */
     char** frontier = calloc(1024, sizeof(char*));
@@ -7859,7 +7987,7 @@ el_val_t engram_neighbors_json(el_val_t node_id, el_val_t max_depth, el_val_t di
     int64_t vc = 0;
     if (!frontier || !frontier_h || !visited) {
         free(frontier); free(frontier_h); free(visited);
-        jb_putc(&b, ']'); return el_wrap_str(b.buf);
+        jb_putc(&b, ']'); return el_wrap_str(jb_finish(&b));
     }
     /* Use plain strdup (not el_strdup) so arena doesn't track these pointers.
      * The BFS loop manually frees them below — arena would double-free them. */
@@ -7902,7 +8030,7 @@ el_val_t engram_neighbors_json(el_val_t node_id, el_val_t max_depth, el_val_t di
     for (int64_t i = 0; i < vc; i++) free(visited[i]);
     free(frontier); free(frontier_h); free(visited);
     jb_putc(&b, ']');
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 el_val_t engram_activate_json(el_val_t query, el_val_t depth) {
@@ -7943,7 +8071,7 @@ el_val_t engram_activate_json(el_val_t query, el_val_t depth) {
         }
     }
     jb_putc(&b, ']');
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 el_val_t engram_stats_json(void) {
@@ -7963,7 +8091,7 @@ el_val_t engram_list_layers_json(void) {
     jb_putc(&b, '[');
     /* Build a sorted index over live layers. */
     size_t* idx = malloc((g->layer_count + 1) * sizeof(size_t));
-    if (!idx) { jb_putc(&b, ']'); return el_wrap_str(b.buf); }
+    if (!idx) { jb_putc(&b, ']'); return el_wrap_str(jb_finish(&b)); }
     size_t live = 0;
     for (size_t i = 0; i < g->layer_count; i++) {
         if (g->layers[i].name) idx[live++] = i;
@@ -8000,7 +8128,7 @@ el_val_t engram_list_layers_json(void) {
     }
     free(idx);
     jb_putc(&b, ']');
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 /* engram_compile_layered_json — produce a prompt-ready context block split
@@ -8086,7 +8214,7 @@ el_val_t engram_compile_layered_json(el_val_t intent, el_val_t depth) {
         free(b.buf);
         return el_wrap_str(el_strdup(""));
     }
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 /* engram_query_range — temporal range query.
@@ -8131,7 +8259,7 @@ el_val_t engram_query_range(el_val_t start_ms_v, el_val_t end_ms_v) {
     }
     jb_putc(&b, ']');
     free(idx);
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 /* engram_load_merge — like engram_load but WITHOUT resetting the store.
@@ -8382,7 +8510,7 @@ el_val_t engram_wm_top_json(el_val_t n_v) {
     }
     free(idx);
     jb_putc(&b, ']');
-    return el_wrap_str(b.buf);
+    return el_wrap_str(jb_finish(&b));
 }
 
 #ifdef HAVE_CURL
@@ -8778,13 +8906,13 @@ static int64_t dharma_find_or_create_relation_edge(const char* peer_base, int cr
         engram_grow_nodes();
         EngramNode* n = &g->nodes[g->node_count];
         memset(n, 0, sizeof(*n));
-        n->id        = el_strdup(self_id);
-        n->content   = el_strdup(_el_cgi_dharma_id ? _el_cgi_dharma_id : "(self)");
-        n->node_type = el_strdup("DharmaSelf");
-        n->label     = el_strdup("dharma:self");
-        n->tier      = el_strdup("Working");
-        n->tags      = el_strdup("dharma");
-        n->metadata  = el_strdup("{}");
+        n->id        = el_strdup_persist(self_id);
+        n->content   = el_strdup_persist(_el_cgi_dharma_id ? _el_cgi_dharma_id : "(self)");
+        n->node_type = el_strdup_persist("DharmaSelf");
+        n->label     = el_strdup_persist("dharma:self");
+        n->tier      = el_strdup_persist("Working");
+        n->tags      = el_strdup_persist("dharma");
+        n->metadata  = el_strdup_persist("{}");
         n->salience  = 1.0; n->importance = 1.0; n->confidence = 1.0;
         int64_t now  = engram_now_ms();
         n->created_at = now; n->updated_at = now; n->last_activated = now;
@@ -8795,13 +8923,13 @@ static int64_t dharma_find_or_create_relation_edge(const char* peer_base, int cr
         engram_grow_nodes();
         EngramNode* n = &g->nodes[g->node_count];
         memset(n, 0, sizeof(*n));
-        n->id        = el_strdup(peer_node);
-        n->content   = el_strdup(peer_base);
-        n->node_type = el_strdup("DharmaPeer");
-        n->label     = el_strdup(peer_node);
-        n->tier      = el_strdup("Working");
-        n->tags      = el_strdup("dharma");
-        n->metadata  = el_strdup("{}");
+        n->id        = el_strdup_persist(peer_node);
+        n->content   = el_strdup_persist(peer_base);
+        n->node_type = el_strdup_persist("DharmaPeer");
+        n->label     = el_strdup_persist(peer_node);
+        n->tier      = el_strdup_persist("Working");
+        n->tags      = el_strdup_persist("dharma");
+        n->metadata  = el_strdup_persist("{}");
         n->salience  = 0.5; n->importance = 0.5; n->confidence = 1.0;
         int64_t now  = engram_now_ms();
         n->created_at = now; n->updated_at = now; n->last_activated = now;
@@ -8813,10 +8941,10 @@ static int64_t dharma_find_or_create_relation_edge(const char* peer_base, int cr
     EngramEdge* e = &g->edges[g->edge_count];
     memset(e, 0, sizeof(*e));
     e->id        = engram_new_id();
-    e->from_id   = el_strdup(self_id);
-    e->to_id     = el_strdup(peer_node);
-    e->relation  = el_strdup("dharma-relation");
-    e->metadata  = el_strdup("{}");
+    e->from_id   = el_strdup_persist(self_id);
+    e->to_id     = el_strdup_persist(peer_node);
+    e->relation  = el_strdup_persist("dharma-relation");
+    e->metadata  = el_strdup_persist("{}");
     e->weight    = 0.0;
     e->confidence = 1.0;
     int64_t now  = engram_now_ms();
@@ -9109,7 +9237,7 @@ static el_val_t llm_extract_text(el_val_t resp_val) {
         free(obj);
         p = end;
     }
-    return el_wrap_str(out.buf);
+    return el_wrap_str(jb_finish(&out));
 }
 
 el_val_t llm_call(el_val_t model, el_val_t prompt) {

lang/el-compiler/src/parser.el

@@ -23,10 +23,29 @@ fn tok_at(tokens: [Any], pos: Int) -> Map<String, Any> {
 }
 
 fn tok_kind(tokens: [Any], pos: Int) -> String {
+    // Out-of-range reads must report the Eof sentinel so every `== "Eof"`
+    // termination guard in the parser fires. Without this, reading past the
+    // single trailing Eof token returns runtime null (el_list_get OOB -> 0),
+    // which matches no delimiter, letting inner parse loops append AST nodes
+    // forever on malformed input -> unbounded allocation -> OOM.
+    let n: Int = native_list_len(tokens) / 2
+    if pos < 0 {
+        return "Eof"
+    }
+    if pos >= n {
+        return "Eof"
+    }
     native_list_get(tokens, pos * 2)
 }
 
 fn tok_value(tokens: [Any], pos: Int) -> String {
+    let n: Int = native_list_len(tokens) / 2
+    if pos < 0 {
+        return ""
+    }
+    if pos >= n {
+        return ""
+    }
     native_list_get(tokens, pos * 2 + 1)
 }
 
@@ -35,7 +54,12 @@ fn expect(tokens: [Any], pos: Int, kind: String) -> Int {
     if k == kind {
         return pos + 1
     }
-    // On mismatch just advance; error recovery is best-effort
+    // On mismatch, error recovery is best-effort. But never step PAST the Eof
+    // sentinel: once at Eof a mismatch means the input ended early, and
+    // advancing would run the cursor off the token list.
+    if k == "Eof" {
+        return pos
+    }
     pos + 1
 }
 

lang/releases/v1.0.0-20260501/el_runtime.h

@@ -601,6 +601,13 @@ el_val_t  engram_neighbors_json(el_val_t node_id, el_val_t max_depth, el_val_t d
 el_val_t  engram_activate_json(el_val_t query, el_val_t depth);
 el_val_t  engram_stats_json(void);
 el_val_t  engram_list_layers_json(void);
+/* Working memory introspection — count, mean weight, and top-N snapshot.
+ * Ported from el-compiler/runtime on 2026-06-30 self-review. */
+el_val_t  engram_wm_count(void);
+el_val_t  engram_wm_avg_weight(void);
+el_val_t  engram_wm_top_json(el_val_t n);
+/* Merge-load: add nodes/edges from a snapshot without resetting the store. */
+el_val_t  engram_load_merge(el_val_t path);
 /* engram_compile_layered_json — produce a prompt-ready text block split
  * into "[LAYER 0 — STRUCTURAL]" (non-suppressible layers, sacred fire)
  * and "[ENGRAM CONTEXT]" (standard suppressible layers). Returns "" if