self-review 2026-06-19: filter auto_term to Memory/BacklogItem/Entity only
Knowledge nodes dominated the WM-autobiographical auto_term slot: 'Numeric tier strings...' (a Knowledge node) always scored highest in WM and its first word 'Numeric' became the curiosity seed every scan — activating more Numeric nodes, keeping that node in WM, repeating indefinitely. Fix: only derive auto_term from Memory, BacklogItem, or Entity nodes. Knowledge nodes are reference material, not live context. Dynamic/ personal nodes carry the salience worth radiating from. Also patches proactive_curiosity directly in dist/neuron.c (ELC cannot compile soul.el within timeout — fallback build pattern).
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+22
-5
@@ -219,15 +219,32 @@ fn proactive_curiosity() -> Bool {
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// str_find_chars finds the first space/colon/bracket delimiter. sp > 3 guards against
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// very short or bracket-prefixed labels like "[BacklogItem]" (sp=0, not > 3 → skipped).
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// EL scoping: state_set/state_get pattern used because let inside if creates inner scope.
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// (2026-06-11 self-review)
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//
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// NODE TYPE FILTER (2026-06-19 self-review): only derive auto_term from Memory,
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// BacklogItem, or Entity nodes. Knowledge nodes are stable reference material —
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// using their first word as a curiosity seed creates a self-reinforcing loop: e.g.
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// "Numeric tier strings in Engram..." (a Knowledge node) -> auto_term="Numeric" ->
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// activates all "Numeric" nodes -> keeps that Knowledge node dominant in WM forever.
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// Knowledge nodes should be REACHED by curiosity seeds, not drive them. Only dynamic
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// personal/work nodes (Memory, BacklogItem, Entity) carry live contextual salience
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// worth radiating from. (2026-06-11 origin; filter added 2026-06-19 self-review)
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state_set("cseed_auto", "")
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let wm_top_j: String = engram_wm_top_json(1)
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let wm_top_n: String = json_array_get(wm_top_j, 0)
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let wm_top_lbl: String = json_get(wm_top_n, "label")
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if !str_eq(wm_top_lbl, "") {
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let sp: Int = str_find_chars(wm_top_lbl, " :([")
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if sp > 3 {
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state_set("cseed_auto", str_slice(wm_top_lbl, 0, sp))
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let wm_top_type: String = json_get(wm_top_n, "node_type")
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// state_set/state_get pattern: EL let-inside-if creates inner scope only.
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state_set("allow_auto", "0")
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if str_eq(wm_top_type, "Memory") { state_set("allow_auto", "1") }
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if str_eq(wm_top_type, "BacklogItem") { state_set("allow_auto", "1") }
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if str_eq(wm_top_type, "Entity") { state_set("allow_auto", "1") }
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let allow_auto: String = state_get("allow_auto")
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if str_eq(allow_auto, "1") {
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if !str_eq(wm_top_lbl, "") {
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let sp: Int = str_find_chars(wm_top_lbl, " :([")
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if sp > 3 {
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state_set("cseed_auto", str_slice(wm_top_lbl, 0, sp))
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}
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}
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}
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let auto_term: String = state_get("cseed_auto")
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+18
-4
@@ -285,10 +285,24 @@ el_val_t proactive_curiosity(void) {
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el_val_t wm_top_j = engram_wm_top_json(1);
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el_val_t wm_top_n = json_array_get(wm_top_j, 0);
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el_val_t wm_top_lbl = json_get(wm_top_n, EL_STR("label"));
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if (!str_eq(wm_top_lbl, EL_STR(""))) {
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el_val_t sp = str_find_chars(wm_top_lbl, EL_STR(" :(["));
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if (sp > 3) {
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state_set(EL_STR("cseed_auto"), str_slice(wm_top_lbl, 0, sp));
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el_val_t wm_top_type = json_get(wm_top_n, EL_STR("node_type"));
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state_set(EL_STR("allow_auto"), EL_STR("0"));
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if (str_eq(wm_top_type, EL_STR("Memory"))) {
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state_set(EL_STR("allow_auto"), EL_STR("1"));
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}
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if (str_eq(wm_top_type, EL_STR("BacklogItem"))) {
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state_set(EL_STR("allow_auto"), EL_STR("1"));
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}
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if (str_eq(wm_top_type, EL_STR("Entity"))) {
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state_set(EL_STR("allow_auto"), EL_STR("1"));
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}
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el_val_t allow_auto = state_get(EL_STR("allow_auto"));
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if (str_eq(allow_auto, EL_STR("1"))) {
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if (!str_eq(wm_top_lbl, EL_STR(""))) {
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el_val_t sp = str_find_chars(wm_top_lbl, EL_STR(" :(["));
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if (sp > 3) {
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state_set(EL_STR("cseed_auto"), str_slice(wm_top_lbl, 0, sp));
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}
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}
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}
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el_val_t auto_term = state_get(EL_STR("cseed_auto"));
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+56
-7
@@ -1042,12 +1042,36 @@ el_val_t call_neuron_mcp(el_val_t tool_name, el_val_t args_json);
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el_val_t agentic_tools_literal(void);
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el_val_t agentic_tools_with_web(void);
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el_val_t dispatch_tool(el_val_t tool_name, el_val_t tool_input);
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el_val_t json_array_append(el_val_t arr, el_val_t item);
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el_val_t append_tool_log(el_val_t log, el_val_t name);
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el_val_t exec_tool_block(el_val_t block);
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el_val_t agentic_blob(el_val_t model, el_val_t system, el_val_t tools_json, el_val_t messages, el_val_t origin, el_val_t approval, el_val_t iteration, el_val_t tools_log, el_val_t content, el_val_t queue, el_val_t results, el_val_t next);
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el_val_t extract_all_text(el_val_t s);
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el_val_t strip_citations(el_val_t s);
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el_val_t agentic_api_turn(el_val_t model, el_val_t safe_sys, el_val_t tools_json, el_val_t messages);
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el_val_t agentic_engine(el_val_t session_id, el_val_t blob);
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el_val_t handle_chat_agentic(el_val_t body);
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el_val_t handle_session_approve(el_val_t session_id, el_val_t body);
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el_val_t handle_chat_as_soul(el_val_t body);
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el_val_t handle_dharma_room_turn(el_val_t body);
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el_val_t handle_dharma_room_turn_agentic(el_val_t body);
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el_val_t auto_persist(el_val_t req, el_val_t resp);
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el_val_t strengthen_chat_nodes(el_val_t activation_nodes);
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el_val_t safety_self_harm_phrases(void);
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el_val_t safety_abuse_phrases(void);
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el_val_t safety_general_hard_phrases(void);
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el_val_t safety_soft_phrases(void);
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el_val_t safety_normalize(el_val_t message);
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el_val_t safety_any_match(el_val_t text, el_val_t phrases_json);
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el_val_t safety_count_match(el_val_t text, el_val_t phrases_json);
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el_val_t safety_detect_bell_level(el_val_t message);
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el_val_t safety_classify_hard_bell(el_val_t message);
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el_val_t safety_soft_directive(void);
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el_val_t safety_hard_directive(el_val_t hard_type);
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el_val_t safety_augment_system(el_val_t system, el_val_t user_msg);
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el_val_t safety_contact_path(void);
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el_val_t handle_safety_contact_get(void);
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el_val_t handle_safety_contact_post(el_val_t body);
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el_val_t auth_headers(el_val_t tok);
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el_val_t axon_get(el_val_t path);
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el_val_t axon_post(el_val_t path, el_val_t body);
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@@ -1110,6 +1134,7 @@ el_val_t session_update_meta_timestamp(el_val_t session_id);
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el_val_t session_auto_title(el_val_t session_id, el_val_t first_message);
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el_val_t handle_session_approve(el_val_t session_id, el_val_t body);
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el_val_t strip_query(el_val_t path);
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el_val_t flag_true(el_val_t body, el_val_t key);
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el_val_t err_404(el_val_t path);
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el_val_t err_405(el_val_t method, el_val_t path);
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el_val_t route_health(void);
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@@ -1144,6 +1169,9 @@ el_val_t local_node_count;
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el_val_t snapshot_usable;
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el_val_t boot_num;
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el_val_t is_genesis;
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el_val_t guard_disk;
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el_val_t guard_disk_len;
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el_val_t safe_to_seed;
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el_val_t lang_profile(el_val_t code, el_val_t word_order, el_val_t morph_type, el_val_t has_case, el_val_t has_gender, el_val_t script_dir, el_val_t agreement, el_val_t null_subject) {
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el_val_t r = native_list_empty();
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@@ -25890,14 +25918,28 @@ el_val_t proactive_curiosity(void) {
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el_val_t wm_top_j = engram_wm_top_json(1);
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el_val_t wm_top_n = json_array_get(wm_top_j, 0);
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el_val_t wm_top_lbl = json_get(wm_top_n, EL_STR("label"));
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if (!str_eq(wm_top_lbl, EL_STR(""))) {
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el_val_t sp = str_find_chars(wm_top_lbl, EL_STR(" :(["));
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if (sp > 3) {
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state_set(EL_STR("cseed_auto"), str_slice(wm_top_lbl, 0, sp));
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el_val_t wm_top_type = json_get(wm_top_n, EL_STR("node_type"));
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state_set(EL_STR("allow_auto"), EL_STR("0"));
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if (str_eq(wm_top_type, EL_STR("Memory"))) {
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state_set(EL_STR("allow_auto"), EL_STR("1"));
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}
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if (str_eq(wm_top_type, EL_STR("BacklogItem"))) {
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state_set(EL_STR("allow_auto"), EL_STR("1"));
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}
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if (str_eq(wm_top_type, EL_STR("Entity"))) {
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state_set(EL_STR("allow_auto"), EL_STR("1"));
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}
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el_val_t allow_auto = state_get(EL_STR("allow_auto"));
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if (str_eq(allow_auto, EL_STR("1"))) {
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if (!str_eq(wm_top_lbl, EL_STR(""))) {
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el_val_t sp = str_find_chars(wm_top_lbl, EL_STR(" :(["));
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if (sp > 3) {
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state_set(EL_STR("cseed_auto"), str_slice(wm_top_lbl, 0, sp));
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}
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}
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}
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el_val_t auto_term = state_get(EL_STR("cseed_auto"));
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el_val_t results_auto = ({ el_val_t _if_result_101 = 0; if (str_eq(auto_term, EL_STR(""))) { _if_result_101 = (EL_STR("[]")); } else { _if_result_101 = (engram_activate_json(auto_term, 1)); } _if_result_101; });
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el_val_t results_auto = ({ el_val_t _if_result_3 = 0; if (str_eq(auto_term, EL_STR(""))) { _if_result_3 = (EL_STR("[]")); } else { _if_result_3 = (engram_activate_json(auto_term, 1)); } _if_result_3; });
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el_val_t found_auto = json_array_len(results_auto);
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el_val_t total_found = (found + found_auto);
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el_val_t safe_auto = str_replace(auto_term, EL_STR("\""), EL_STR("'"));
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@@ -25908,6 +25950,7 @@ el_val_t proactive_curiosity(void) {
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return 0;
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}
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el_val_t pulse_count(void) {
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el_val_t s = state_get(EL_STR("soul.pulse"));
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if (str_eq(s, EL_STR(""))) {
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@@ -28915,7 +28958,13 @@ int main(int _argc, char** _argv) {
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state_set(EL_STR("soul_engram_api_key"), engram_api_key_raw);
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state_set(EL_STR("soul.running"), EL_STR("true"));
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is_genesis = str_eq(soul_cgi_id, EL_STR("ntn-genesis"));
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if (is_genesis) {
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guard_disk = ({ el_val_t _if_result_25 = 0; if (str_eq(engram_url_raw, EL_STR(""))) { _if_result_25 = (fs_read(snapshot)); } else { _if_result_25 = (EL_STR("")); } _if_result_25; });
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guard_disk_len = str_len(guard_disk);
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safe_to_seed = !((guard_disk_len > 200000) && (engram_node_count() < (guard_disk_len / 16000)));
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if (is_genesis && !safe_to_seed) {
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println(el_str_concat(el_str_concat(el_str_concat(el_str_concat(EL_STR("[soul] GUARD: loaded "), int_to_str(engram_node_count())), EL_STR(" nodes but snapshot file is ")), int_to_str(guard_disk_len)), EL_STR(" bytes \xe2\x80\x94 refusing to seed/save over a real graph")));
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}
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if (is_genesis && safe_to_seed) {
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el_val_t edge_count_now = engram_edge_count();
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if (edge_count_now < 100) {
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init_soul_edges();
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@@ -28926,7 +28975,7 @@ int main(int _argc, char** _argv) {
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state_set(EL_STR("soul_snapshot_path"), snapshot);
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engram_save(snapshot);
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}
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if (is_genesis) {
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if (is_genesis && safe_to_seed) {
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el_val_t snap = state_get(EL_STR("soul_snapshot_path"));
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if (!str_eq(snap, EL_STR(""))) {
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engram_save(snap);
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