self-review 2026-07-24: wire embedding cosine similarity into activation (bl-b2d1c944)
Semantic activation was spec-only since 2026-06-30 — the seed loop used istr_contains and nothing else. Per the 07-21 integration brief: - EngramNode gains a lazily-backfilled nomic-embed-text vector (8/call inside engram_activate, newest-first; no create-path latency, no bulk Ollama hammering during sync seeds) - query embedding (cached) drives a top-K cosine seed supplement (HippoRAG use-similarity-twice) plus an additive WM term with shift-and-floor at 0.45 — raw cosine is a constant bias in anisotropic spaces (unrelated pairs read 0.4-0.7), floor-and-ramp makes it a signal - 4s embed timeout (http_do_t) + 3-strike circuit breaker: activation never wedges on a dead embedder; everything degrades to lexical - embeddings persist as %.4g comma lists in snapshots, parsed by both loaders; embedded_count in /api/stats tracks coverage - engram_cosine_sim + http_delete_json exposed (DELETE now carries a body — the server's _auth scheme requires it) - route_create_node honored only content/node_type/salience; label, importance, tier, tags were silently dropped (label defaulted to content). Now honored via engram_node_full. Verified live: embedded_count 0->96 across activations, semantic-only promotion observed (zero token overlap), snapshot round-trip intact.
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@@ -117,6 +117,15 @@ el_val_t el_min(el_val_t a, el_val_t b);
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void el_retain(el_val_t v);
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void el_release(el_val_t v);
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/* ── Arena scoping ────────────────────────────────────────────────────────────
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* el_arena_push() activates the string arena (if not already active) and
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* returns a mark; el_arena_pop(mark) frees all strings allocated since that
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* mark. Used by codegen for per-function/statement scoping and by long-running
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* EL loops (e.g. the soul daemon's awareness tick) to reclaim per-iteration
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* allocations. */
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el_val_t el_arena_push(void);
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el_val_t el_arena_pop(el_val_t mark);
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/* ── List ────────────────────────────────────────────────────────────────── */
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el_val_t el_list_new(el_val_t count, ...);
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@@ -142,6 +151,7 @@ el_val_t http_get_with_headers(el_val_t url, el_val_t headers_map);
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el_val_t http_post_with_headers(el_val_t url, el_val_t body, el_val_t headers_map);
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el_val_t http_post_form_auth(el_val_t url, el_val_t form_body, el_val_t auth_header);
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el_val_t http_delete(el_val_t url);
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el_val_t http_delete_json(el_val_t url, el_val_t json_body);
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void http_serve(el_val_t port, el_val_t handler);
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void http_set_handler(el_val_t name);
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@@ -167,6 +177,11 @@ void http_set_handler(el_val_t name);
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void http_serve_v2(el_val_t port, el_val_t handler);
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void http_set_handler_v2(el_val_t name);
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/* Non-blocking variant of http_serve: runs the accept loop in a background
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* pthread and returns immediately so the caller can continue (used by the
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* soul daemon to run awareness_run() after starting its HTTP API). */
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void http_serve_async(el_val_t port, el_val_t handler);
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/* Build an HTTP response envelope. `headers_json` should be a JSON object
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* literal like `{"WWW-Authenticate":"Basic"}` (or "" / "{}" for none). The
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* returned string carries the discriminator `{"el_http_response":1,...}`
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@@ -576,6 +591,7 @@ el_val_t engram_list_layers(void);
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el_val_t engram_get_node(el_val_t id);
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void engram_strengthen(el_val_t node_id);
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void engram_forget(el_val_t node_id);
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el_val_t engram_prune_telemetry(el_val_t older_than_ms);
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el_val_t engram_node_count(void);
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el_val_t engram_search(el_val_t query, el_val_t limit);
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el_val_t engram_scan_nodes(el_val_t limit, el_val_t offset);
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@@ -594,12 +610,14 @@ el_val_t engram_load(el_val_t path);
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* can pass results straight through without round-tripping ElList/ElMap
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* through json_stringify. */
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el_val_t engram_get_node_json(el_val_t id);
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el_val_t engram_get_node_by_label(el_val_t label);
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el_val_t engram_search_json(el_val_t query, el_val_t limit);
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el_val_t engram_scan_nodes_json(el_val_t limit, el_val_t offset);
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el_val_t engram_scan_nodes_by_type_json(el_val_t node_type, el_val_t limit, el_val_t offset);
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el_val_t engram_neighbors_json(el_val_t node_id, el_val_t max_depth, el_val_t direction);
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el_val_t engram_activate_json(el_val_t query, el_val_t depth);
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el_val_t engram_stats_json(void);
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el_val_t engram_cosine_sim(el_val_t id_a, el_val_t id_b);
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el_val_t engram_list_layers_json(void);
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/* Working memory introspection — count, mean weight, and top-N snapshot.
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* Ported from el-compiler/runtime on 2026-06-30 self-review. */
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