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fix/bound-session-payload
neuron/dist/awareness.c
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will.anderson f3660e92a1 self-review 2026-07-31: heartbeat deltas for cumulative counters, embed_eligible; fix stale semantic-seeding comment 
Runtime activation counters are now cumulative, so the heartbeat emits
wm_evicted/breakthroughs as totals plus wm_evicted_delta/
breakthroughs_delta (state-tracked change since the previous beat) —
events between beats are no longer lost. Adds embed_eligible from
/api/stats so coverage reads as embed_count/embed_eligible instead of
the misleading absolute count, and surfaces auto_term_streak in the
heartbeat stream. Replaces the false 'semantic seeding NOT implemented'
comment: engram_activate embeds the query, seeds semantic top-K, gates
propagation on cosine, and scores WM promotion semantically.
2026-07-31 08:41:41 -05:00

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#include <stdint.h>
#include <stdlib.h>
#include "el_runtime.h"
el_val_t tier_working(void);
el_val_t tier_episodic(void);
el_val_t tier_canonical(void);
el_val_t mem_store(el_val_t content, el_val_t label, el_val_t tags);
el_val_t mem_remember(el_val_t content, el_val_t tags);
el_val_t mem_recall(el_val_t query, el_val_t depth);
el_val_t mem_search(el_val_t query, el_val_t limit);
el_val_t mem_strengthen(el_val_t node_id);
el_val_t mem_tombstone(el_val_t node_id);
el_val_t mem_forget(el_val_t node_id);
el_val_t mem_consolidate(void);
el_val_t mem_save(el_val_t path);
el_val_t mem_load(el_val_t path);
el_val_t mem_boot_count_get(void);
el_val_t mem_boot_count_inc(void);
el_val_t mem_emit_state_event(el_val_t trigger, el_val_t kind, el_val_t content);
el_val_t idle_count(void);
el_val_t idle_inc(void);
el_val_t idle_reset(void);
el_val_t ise_post(el_val_t content);
el_val_t elapsed_ms(void);
el_val_t elapsed_human(void);
el_val_t embed_ok(void);
el_val_t emit_heartbeat(void);
el_val_t auto_term_try_slot(el_val_t slot_type, el_val_t slot_lbl);
el_val_t proactive_curiosity(void);
el_val_t pulse_count(void);
el_val_t pulse_inc(void);
el_val_t make_action(el_val_t kind, el_val_t payload);
el_val_t perceive(void);
el_val_t attend(el_val_t node_json);
el_val_t respond(el_val_t action_json);
el_val_t record(el_val_t outcome_json);
el_val_t one_cycle(void);
el_val_t awareness_run(void);
el_val_t security_research_authorized(void);
el_val_t threat_score_command(el_val_t cmd);
el_val_t threat_score_path(el_val_t path);
el_val_t threat_score_history(el_val_t history);
el_val_t threat_trajectory_check(el_val_t tool_name, el_val_t tool_input);
el_val_t threat_history_append(el_val_t text);
el_val_t idle_count(void) {
el_val_t s = state_get(EL_STR("soul.idle"));
if (str_eq(s, EL_STR(""))) {
return 0;
}
return str_to_int(s);
return 0;
}
el_val_t idle_inc(void) {
el_val_t n = (idle_count() + 1);
state_set(EL_STR("soul.idle"), int_to_str(n));
return n;
return 0;
}
el_val_t idle_reset(void) {
state_set(EL_STR("soul.idle"), EL_STR("0"));
return 0;
}
el_val_t ise_post(el_val_t content) {
el_val_t ise_url = env(EL_STR("SOUL_ISE_URL"));
el_val_t state_url = ({ el_val_t _if_result_1 = 0; if (str_eq(ise_url, EL_STR(""))) { _if_result_1 = (state_get(EL_STR("soul_engram_url"))); } else { _if_result_1 = (ise_url); } _if_result_1; });
el_val_t engram_url = ({ el_val_t _if_result_2 = 0; if (str_eq(state_url, EL_STR(""))) { _if_result_2 = (EL_STR("http://localhost:8742")); } else { _if_result_2 = (state_url); } _if_result_2; });
el_val_t safe1 = str_replace(content, EL_STR("\\"), EL_STR("\\\\"));
el_val_t safe2 = str_replace(safe1, EL_STR("\""), EL_STR("\\\""));
el_val_t safe3 = str_replace(safe2, EL_STR("\n"), EL_STR("\\n"));
el_val_t safe4 = str_replace(safe3, EL_STR("\r"), EL_STR("\\r"));
el_val_t body = el_str_concat(el_str_concat(EL_STR("{\"content\":\""), safe4), EL_STR("\"}"));
el_val_t resp = http_post_json(el_str_concat(engram_url, EL_STR("/api/neuron/state-events")), body);
if (str_eq(resp, EL_STR(""))) {
el_val_t fail_raw = state_get(EL_STR("soul.ise_fail_count"));
el_val_t fail_n = ({ el_val_t _if_result_3 = 0; if (str_eq(fail_raw, EL_STR(""))) { _if_result_3 = (0); } else { _if_result_3 = (str_to_int(fail_raw)); } _if_result_3; });
state_set(EL_STR("soul.ise_fail_count"), int_to_str((fail_n + 1)));
el_val_t discard = engram_node_full(content, EL_STR("InternalStateEvent"), EL_STR("state-event"), el_from_float(0.3), el_from_float(0.3), el_from_float(0.8), EL_STR("Episodic"), EL_STR("[\"internal-state\",\"InternalStateEvent\",\"ise-fallback-local\"]"));
return EL_STR("");
}
return EL_STR("");
return 0;
}
el_val_t elapsed_ms(void) {
el_val_t s = state_get(EL_STR("soul.boot_ts"));
if (str_eq(s, EL_STR(""))) {
return 0;
}
el_val_t boot = str_to_int(s);
return (time_now() - boot);
return 0;
}
el_val_t elapsed_human(void) {
el_val_t ms = elapsed_ms();
el_val_t total_secs = (ms / 1000);
el_val_t total_minutes = (total_secs / 60);
el_val_t h = (total_minutes / 60);
if (h > 0) {
el_val_t h4 = (((h + h) + h) + h);
el_val_t h8 = (h4 + h4);
el_val_t h16 = (h8 + h8);
el_val_t h32 = (h16 + h16);
el_val_t h64 = (h32 + h32);
el_val_t h60 = (h64 - h4);
el_val_t m = (total_minutes - h60);
return el_str_concat(el_str_concat(el_str_concat(int_to_str(h), EL_STR("h ")), int_to_str(m)), EL_STR("m"));
}
if (total_minutes > 0) {
return el_str_concat(int_to_str(total_minutes), EL_STR("m"));
}
return el_str_concat(int_to_str(total_secs), EL_STR("s"));
return 0;
}
el_val_t embed_ok(void) {
el_val_t resp = http_get(EL_STR("http://localhost:11434"));
if (str_eq(resp, EL_STR(""))) {
return 0;
}
return 1;
return 0;
}
el_val_t emit_heartbeat(void) {
el_val_t pulse = int_to_str(pulse_count());
el_val_t boot_raw = state_get(EL_STR("soul_boot_count"));
el_val_t boot = ({ el_val_t _if_result_4 = 0; if (str_eq(boot_raw, EL_STR(""))) { _if_result_4 = (EL_STR("0")); } else { _if_result_4 = (boot_raw); } _if_result_4; });
el_val_t idle = int_to_str(idle_count());
el_val_t ts = time_now();
el_val_t last_act_raw = state_get(EL_STR("soul.last_activity_ts"));
el_val_t idle_ms = ({ el_val_t _if_result_5 = 0; if (str_eq(last_act_raw, EL_STR(""))) { _if_result_5 = ((0 - 1)); } else { _if_result_5 = ((ts - str_to_int(last_act_raw))); } _if_result_5; });
el_val_t nc = engram_node_count();
el_val_t ec = engram_edge_count();
el_val_t wmc = engram_wm_count();
el_val_t wm_avg_bits = engram_wm_avg_weight();
el_val_t wm_avg_str = float_to_str(wm_avg_bits);
el_val_t wm_top = engram_wm_top_json(5);
el_val_t up_ms = elapsed_ms();
el_val_t up_human = elapsed_human();
el_val_t emb_ok = embed_ok();
el_val_t fail_raw = state_get(EL_STR("soul.ise_fail_count"));
el_val_t fail_str = ({ el_val_t _if_result_6 = 0; if (str_eq(fail_raw, EL_STR(""))) { _if_result_6 = (EL_STR("0")); } else { _if_result_6 = (fail_raw); } _if_result_6; });
el_val_t sat_raw = state_get(EL_STR("soul.sync_added_total"));
el_val_t sat_str = ({ el_val_t _if_result_7 = 0; if (str_eq(sat_raw, EL_STR(""))) { _if_result_7 = (EL_STR("0")); } else { _if_result_7 = (sat_raw); } _if_result_7; });
el_val_t prev_wm_raw = state_get(EL_STR("soul.prev_wm_active"));
el_val_t prev_wm = ({ el_val_t _if_result_8 = 0; if (str_eq(prev_wm_raw, EL_STR(""))) { _if_result_8 = (0); } else { _if_result_8 = (str_to_int(prev_wm_raw)); } _if_result_8; });
el_val_t wm_delta = (wmc - prev_wm);
state_set(EL_STR("soul.prev_wm_active"), int_to_str(wmc));
el_val_t prev_nc_raw = state_get(EL_STR("soul.prev_node_count"));
el_val_t prev_nc = ({ el_val_t _if_result_9 = 0; if (str_eq(prev_nc_raw, EL_STR(""))) { _if_result_9 = (nc); } else { _if_result_9 = (str_to_int(prev_nc_raw)); } _if_result_9; });
el_val_t node_delta = (nc - prev_nc);
state_set(EL_STR("soul.prev_node_count"), int_to_str(nc));
el_val_t prev_ec_raw = state_get(EL_STR("soul.prev_edge_count"));
el_val_t prev_ec = ({ el_val_t _if_result_10 = 0; if (str_eq(prev_ec_raw, EL_STR(""))) { _if_result_10 = (ec); } else { _if_result_10 = (str_to_int(prev_ec_raw)); } _if_result_10; });
el_val_t edge_delta = (ec - prev_ec);
state_set(EL_STR("soul.prev_edge_count"), int_to_str(ec));
el_val_t sync_ok_raw = state_get(EL_STR("soul.last_sync_ok_ts"));
el_val_t sync_age = ({ el_val_t _if_result_11 = 0; if (str_eq(sync_ok_raw, EL_STR(""))) { _if_result_11 = ((0 - 1)); } else { _if_result_11 = ((ts - str_to_int(sync_ok_raw))); } _if_result_11; });
el_val_t hb_env_url = env(EL_STR("SOUL_ISE_URL"));
el_val_t hb_state_url = ({ el_val_t _if_result_12 = 0; if (str_eq(hb_env_url, EL_STR(""))) { _if_result_12 = (state_get(EL_STR("soul_engram_url"))); } else { _if_result_12 = (hb_env_url); } _if_result_12; });
el_val_t hb_engram_url = ({ el_val_t _if_result_13 = 0; if (str_eq(hb_state_url, EL_STR(""))) { _if_result_13 = (EL_STR("http://localhost:8742")); } else { _if_result_13 = (hb_state_url); } _if_result_13; });
el_val_t bf_resp = http_get(el_str_concat(hb_engram_url, EL_STR("/api/embed-backfill?n=32")));
el_val_t bf_done_raw = json_get(bf_resp, EL_STR("embedded"));
el_val_t bf_done = ({ el_val_t _if_result_14 = 0; if (str_eq(bf_done_raw, EL_STR(""))) { _if_result_14 = (EL_STR("-1")); } else { _if_result_14 = (bf_done_raw); } _if_result_14; });
el_val_t bf_total_raw = json_get(bf_resp, EL_STR("embedded_count"));
el_val_t bf_total = ({ el_val_t _if_result_15 = 0; if (str_eq(bf_total_raw, EL_STR(""))) { _if_result_15 = (EL_STR("-1")); } else { _if_result_15 = (bf_total_raw); } _if_result_15; });
el_val_t wm_sat = ({ el_val_t _if_result_16 = 0; if ((wmc >= 24)) { _if_result_16 = (1); } else { _if_result_16 = (0); } _if_result_16; });
el_val_t wm_top0 = json_array_get(wm_top, 0);
el_val_t wm_top0_id = json_get(wm_top0, EL_STR("id"));
el_val_t prev_top0 = state_get(EL_STR("soul.prev_wm_top0"));
el_val_t t0streak_raw = state_get(EL_STR("soul.wm_top0_streak"));
el_val_t t0streak_prev = ({ el_val_t _if_result_17 = 0; if (str_eq(t0streak_raw, EL_STR(""))) { _if_result_17 = (0); } else { _if_result_17 = (str_to_int(t0streak_raw)); } _if_result_17; });
el_val_t t0streak = ({ el_val_t _if_result_18 = 0; if (str_eq(wm_top0_id, EL_STR(""))) { _if_result_18 = (0); } else { _if_result_18 = (({ el_val_t _if_result_19 = 0; if (str_eq(wm_top0_id, prev_top0)) { _if_result_19 = ((t0streak_prev + 1)); } else { _if_result_19 = (1); } _if_result_19; })); } _if_result_18; });
state_set(EL_STR("soul.prev_wm_top0"), wm_top0_id);
state_set(EL_STR("soul.wm_top0_streak"), int_to_str(t0streak));
el_val_t ch_id1 = json_get(json_array_get(wm_top, 1), EL_STR("id"));
el_val_t ch_id2 = json_get(json_array_get(wm_top, 2), EL_STR("id"));
el_val_t ch_id3 = json_get(json_array_get(wm_top, 3), EL_STR("id"));
el_val_t ch_id4 = json_get(json_array_get(wm_top, 4), EL_STR("id"));
el_val_t prev_top5 = state_get(EL_STR("soul.prev_wm_top5"));
el_val_t ch0 = ({ el_val_t _if_result_20 = 0; if (str_eq(wm_top0_id, EL_STR(""))) { _if_result_20 = (0); } else { _if_result_20 = (({ el_val_t _if_result_21 = 0; if (str_contains(prev_top5, wm_top0_id)) { _if_result_21 = (0); } else { _if_result_21 = (1); } _if_result_21; })); } _if_result_20; });
el_val_t ch1 = ({ el_val_t _if_result_22 = 0; if (str_eq(ch_id1, EL_STR(""))) { _if_result_22 = (0); } else { _if_result_22 = (({ el_val_t _if_result_23 = 0; if (str_contains(prev_top5, ch_id1)) { _if_result_23 = (0); } else { _if_result_23 = (1); } _if_result_23; })); } _if_result_22; });
el_val_t ch2 = ({ el_val_t _if_result_24 = 0; if (str_eq(ch_id2, EL_STR(""))) { _if_result_24 = (0); } else { _if_result_24 = (({ el_val_t _if_result_25 = 0; if (str_contains(prev_top5, ch_id2)) { _if_result_25 = (0); } else { _if_result_25 = (1); } _if_result_25; })); } _if_result_24; });
el_val_t ch3 = ({ el_val_t _if_result_26 = 0; if (str_eq(ch_id3, EL_STR(""))) { _if_result_26 = (0); } else { _if_result_26 = (({ el_val_t _if_result_27 = 0; if (str_contains(prev_top5, ch_id3)) { _if_result_27 = (0); } else { _if_result_27 = (1); } _if_result_27; })); } _if_result_26; });
el_val_t ch4 = ({ el_val_t _if_result_28 = 0; if (str_eq(ch_id4, EL_STR(""))) { _if_result_28 = (0); } else { _if_result_28 = (({ el_val_t _if_result_29 = 0; if (str_contains(prev_top5, ch_id4)) { _if_result_29 = (0); } else { _if_result_29 = (1); } _if_result_29; })); } _if_result_28; });
el_val_t wm_churn = ((((ch0 + ch1) + ch2) + ch3) + ch4);
state_set(EL_STR("soul.prev_wm_top5"), el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(wm_top0_id, EL_STR("|")), ch_id1), EL_STR("|")), ch_id2), EL_STR("|")), ch_id3), EL_STR("|")), ch_id4));
el_val_t wm_top0_wm_raw = json_get(wm_top0, EL_STR("wm"));
el_val_t wm_top0_wm = ({ el_val_t _if_result_30 = 0; if (str_eq(wm_top0_wm_raw, EL_STR(""))) { _if_result_30 = (EL_STR("0")); } else { _if_result_30 = (wm_top0_wm_raw); } _if_result_30; });
el_val_t act_stats = engram_act_stats_json();
el_val_t act_evict_raw = json_get(act_stats, EL_STR("wm_evicted"));
el_val_t act_evict = ({ el_val_t _if_result_31 = 0; if (str_eq(act_evict_raw, EL_STR(""))) { _if_result_31 = (EL_STR("-1")); } else { _if_result_31 = (act_evict_raw); } _if_result_31; });
el_val_t act_bt_raw = json_get(act_stats, EL_STR("breakthroughs"));
el_val_t act_bt = ({ el_val_t _if_result_32 = 0; if (str_eq(act_bt_raw, EL_STR(""))) { _if_result_32 = (EL_STR("-1")); } else { _if_result_32 = (act_bt_raw); } _if_result_32; });
el_val_t evict_now = ({ el_val_t _if_result_33 = 0; if (str_eq(act_evict_raw, EL_STR(""))) { _if_result_33 = ((0 - 1)); } else { _if_result_33 = (str_to_int(act_evict_raw)); } _if_result_33; });
el_val_t bt_now = ({ el_val_t _if_result_34 = 0; if (str_eq(act_bt_raw, EL_STR(""))) { _if_result_34 = ((0 - 1)); } else { _if_result_34 = (str_to_int(act_bt_raw)); } _if_result_34; });
el_val_t prev_evict_raw = state_get(EL_STR("soul.prev_wm_evicted"));
el_val_t prev_evict = ({ el_val_t _if_result_35 = 0; if (str_eq(prev_evict_raw, EL_STR(""))) { _if_result_35 = (0); } else { _if_result_35 = (str_to_int(prev_evict_raw)); } _if_result_35; });
el_val_t prev_bt_raw = state_get(EL_STR("soul.prev_breakthroughs"));
el_val_t prev_bt = ({ el_val_t _if_result_36 = 0; if (str_eq(prev_bt_raw, EL_STR(""))) { _if_result_36 = (0); } else { _if_result_36 = (str_to_int(prev_bt_raw)); } _if_result_36; });
el_val_t evict_delta = ({ el_val_t _if_result_37 = 0; if ((evict_now < 0)) { _if_result_37 = (0); } else { _if_result_37 = (({ el_val_t _if_result_38 = 0; if ((evict_now < prev_evict)) { _if_result_38 = (evict_now); } else { _if_result_38 = ((evict_now - prev_evict)); } _if_result_38; })); } _if_result_37; });
el_val_t bt_delta = ({ el_val_t _if_result_39 = 0; if ((bt_now < 0)) { _if_result_39 = (0); } else { _if_result_39 = (({ el_val_t _if_result_40 = 0; if ((bt_now < prev_bt)) { _if_result_40 = (bt_now); } else { _if_result_40 = ((bt_now - prev_bt)); } _if_result_40; })); } _if_result_39; });
if (evict_now >= 0) {
state_set(EL_STR("soul.prev_wm_evicted"), int_to_str(evict_now));
}
if (bt_now >= 0) {
state_set(EL_STR("soul.prev_breakthroughs"), int_to_str(bt_now));
}
el_val_t hb_stats = http_get(el_str_concat(hb_engram_url, EL_STR("/api/stats")));
el_val_t embed_elig_raw = json_get(hb_stats, EL_STR("embed_eligible_count"));
el_val_t embed_elig = ({ el_val_t _if_result_41 = 0; if (str_eq(embed_elig_raw, EL_STR(""))) { _if_result_41 = (EL_STR("-1")); } else { _if_result_41 = (embed_elig_raw); } _if_result_41; });
el_val_t hb_ats_raw = state_get(EL_STR("soul.auto_term_streak"));
el_val_t hb_ats = ({ el_val_t _if_result_42 = 0; if (str_eq(hb_ats_raw, EL_STR(""))) { _if_result_42 = (0); } else { _if_result_42 = (str_to_int(hb_ats_raw)); } _if_result_42; });
el_val_t act_brk_raw = json_get(act_stats, EL_STR("embed_breaker_open"));
el_val_t act_brk = ({ el_val_t _if_result_43 = 0; if (str_eq(act_brk_raw, EL_STR(""))) { _if_result_43 = (EL_STR("-1")); } else { _if_result_43 = (act_brk_raw); } _if_result_43; });
el_val_t ctx_cos_raw = json_get(act_stats, EL_STR("ctx_cos"));
el_val_t ctx_cos = ({ el_val_t _if_result_44 = 0; if (str_eq(ctx_cos_raw, EL_STR(""))) { _if_result_44 = (EL_STR("-2")); } else { _if_result_44 = (ctx_cos_raw); } _if_result_44; });
el_val_t payload = el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(EL_STR("{\"event\":\"heartbeat\",\"pulse\":"), pulse), EL_STR(",\"tick\":")), pulse), EL_STR(",\"boot\":")), boot), EL_STR(",\"idle\":")), idle), EL_STR(",\"idle_ms\":")), int_to_str(idle_ms)), EL_STR(",\"node_count\":")), int_to_str(nc)), EL_STR(",\"edge_count\":")), int_to_str(ec)), EL_STR(",\"node_delta\":")), int_to_str(node_delta)), EL_STR(",\"edge_delta\":")), int_to_str(edge_delta)), EL_STR(",\"wm_active\":")), int_to_str(wmc)), EL_STR(",\"wm_delta\":")), int_to_str(wm_delta)), EL_STR(",\"wm_saturated\":")), int_to_str(wm_sat)), EL_STR(",\"wm_top0_streak\":")), int_to_str(t0streak)), EL_STR(",\"wm_churn\":")), int_to_str(wm_churn)), EL_STR(",\"wm_top0_wm\":")), wm_top0_wm), EL_STR(",\"sync_added_total\":")), sat_str), EL_STR(",\"sync_age_ms\":")), int_to_str(sync_age)), EL_STR(",\"wm_avg_weight\":")), wm_avg_str), EL_STR(",\"wm_top\":")), wm_top), EL_STR(",\"ts\":")), int_to_str(ts)), EL_STR(",\"uptime_ms\":")), int_to_str(up_ms)), EL_STR(",\"uptime\":\"")), up_human), EL_STR("\",\"embed_ok\":")), int_to_str(emb_ok)), EL_STR(",\"embed_backfilled\":")), bf_done), EL_STR(",\"embed_count\":")), bf_total), EL_STR(",\"embed_eligible\":")), embed_elig), EL_STR(",\"wm_evicted\":")), act_evict), EL_STR(",\"wm_evicted_delta\":")), int_to_str(evict_delta)), EL_STR(",\"breakthroughs\":")), act_bt), EL_STR(",\"breakthroughs_delta\":")), int_to_str(bt_delta)), EL_STR(",\"auto_term_streak\":")), int_to_str(hb_ats)), EL_STR(",\"embed_breaker_open\":")), act_brk), EL_STR(",\"ctx_cos\":")), ctx_cos), EL_STR(",\"ise_fail\":")), fail_str), EL_STR("}"));
ise_post(payload);
return 0;
}
el_val_t auto_term_try_slot(el_val_t slot_type, el_val_t slot_lbl) {
state_set(EL_STR("_ats_ok"), EL_STR("0"));
if (str_eq(slot_type, EL_STR("Memory"))) {
state_set(EL_STR("_ats_ok"), EL_STR("1"));
}
if (str_eq(slot_type, EL_STR("BacklogItem"))) {
state_set(EL_STR("_ats_ok"), EL_STR("1"));
}
if (str_eq(slot_type, EL_STR("Entity"))) {
state_set(EL_STR("_ats_ok"), EL_STR("1"));
}
if (str_eq(slot_type, EL_STR("Knowledge"))) {
state_set(EL_STR("_ats_ok"), EL_STR("1"));
}
if (str_contains(slot_lbl, EL_STR(":"))) {
if (!str_contains(slot_lbl, EL_STR(" "))) {
state_set(EL_STR("_ats_ok"), EL_STR("0"));
}
}
if (str_eq(state_get(EL_STR("_ats_ok")), EL_STR("1"))) {
if (!str_eq(slot_lbl, EL_STR(""))) {
el_val_t sp = str_find_chars(slot_lbl, EL_STR(" :(["));
if (sp > 3) {
el_val_t term = str_slice(slot_lbl, 0, sp);
state_set(EL_STR("_ats_gw"), EL_STR("0"));
if (str_eq(term, EL_STR("Method"))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_eq(term, EL_STR("Theory"))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_eq(term, EL_STR("Finding"))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_eq(term, EL_STR("Survey"))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_eq(term, EL_STR("Paper"))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_eq(term, EL_STR("Knowledge"))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_eq(term, EL_STR("Value"))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
el_val_t stopw = EL_STR("|What|When|Where|Which|Whose|While|This|That|These|Those|There|Their|Then|Than|With|Without|From|Into|Onto|Over|Under|About|Between|Among|Across|Some|Most|More|Less|Very|Each|Every|Both|Also|Only|Just|Does|Will|Would|Could|Should|Might|Must|Have|Been|Being|Toward|Towards|Using|Based|Upon|Here|Your|Ours|They|Them|what|this|that|with|from|context|Context|Prose|Colon|Self|Test|Testing|Closing|Global|Universal|Persona|Semantic|Spreading|Temporal|Numeric|Register|Identifying|Introduction|Overview|Summary|Section|General|Notes|Note|");
if (str_contains(stopw, el_str_concat(el_str_concat(EL_STR("|"), term), EL_STR("|")))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_contains(term, EL_STR("\""))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_contains(term, EL_STR("'"))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_eq(term, state_get(EL_STR("soul.tabu_t0")))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_eq(term, state_get(EL_STR("soul.tabu_t1")))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_eq(term, state_get(EL_STR("soul.tabu_t2")))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_eq(term, state_get(EL_STR("soul.tabu_t3")))) {
state_set(EL_STR("_ats_gw"), EL_STR("1"));
}
if (str_eq(state_get(EL_STR("_ats_gw")), EL_STR("0"))) {
state_set(EL_STR("cseed_auto"), term);
}
}
}
}
return EL_STR("");
return 0;
}
el_val_t proactive_curiosity(void) {
el_val_t ts = time_now();
el_val_t ts_minutes = (ts / 60000);
el_val_t minute_q = (ts_minutes / 4);
el_val_t minute_q2 = (minute_q + minute_q);
el_val_t minute_q4 = (minute_q2 + minute_q2);
el_val_t minute_block = (ts_minutes - minute_q4);
state_set(EL_STR("cseed_a"), EL_STR("memory"));
state_set(EL_STR("cseed_b"), EL_STR("knowledge"));
state_set(EL_STR("cseed_c"), EL_STR("context"));
if (minute_block == 1) {
state_set(EL_STR("cseed_a"), EL_STR("self"));
state_set(EL_STR("cseed_b"), EL_STR("identity"));
state_set(EL_STR("cseed_c"), EL_STR("values"));
}
if (minute_block == 2) {
state_set(EL_STR("cseed_a"), EL_STR("decision"));
state_set(EL_STR("cseed_b"), EL_STR("pattern"));
state_set(EL_STR("cseed_c"), EL_STR("lesson"));
}
if (minute_block == 3) {
state_set(EL_STR("cseed_a"), EL_STR("working"));
state_set(EL_STR("cseed_b"), EL_STR("project"));
state_set(EL_STR("cseed_c"), EL_STR("active"));
}
el_val_t curiosity_term_a = state_get(EL_STR("cseed_a"));
el_val_t curiosity_term_b = state_get(EL_STR("cseed_b"));
el_val_t curiosity_term_c = state_get(EL_STR("cseed_c"));
el_val_t curiosity_seed = el_str_concat(el_str_concat(el_str_concat(el_str_concat(curiosity_term_a, EL_STR(" ")), curiosity_term_b), EL_STR(" ")), curiosity_term_c);
el_val_t results_all = engram_activate_json(curiosity_seed, 1);
el_val_t found = json_array_len(results_all);
el_val_t top_entry = json_array_get(results_all, 0);
el_val_t top_id = json_get(top_entry, EL_STR("id"));
el_val_t prev_str_id = state_get(EL_STR("soul.last_strengthen_id"));
if (!str_eq(top_id, EL_STR(""))) {
if (!str_eq(top_id, prev_str_id)) {
engram_strengthen(top_id);
}
state_set(EL_STR("soul.last_strengthen_id"), top_id);
}
state_set(EL_STR("cseed_auto"), EL_STR(""));
el_val_t wm10 = engram_wm_top_json(10);
el_val_t wm10_n9 = json_array_get(wm10, 9);
el_val_t wm10_n8 = json_array_get(wm10, 8);
el_val_t wm10_n7 = json_array_get(wm10, 7);
el_val_t wm10_n6 = json_array_get(wm10, 6);
el_val_t wm10_n5 = json_array_get(wm10, 5);
el_val_t wm10_n4 = json_array_get(wm10, 4);
el_val_t wm10_n3 = json_array_get(wm10, 3);
el_val_t wm10_n2 = json_array_get(wm10, 2);
el_val_t wm10_n1 = json_array_get(wm10, 1);
el_val_t wm10_n0 = json_array_get(wm10, 0);
auto_term_try_slot(json_get(wm10_n9, EL_STR("node_type")), json_get(wm10_n9, EL_STR("label")));
auto_term_try_slot(json_get(wm10_n8, EL_STR("node_type")), json_get(wm10_n8, EL_STR("label")));
auto_term_try_slot(json_get(wm10_n7, EL_STR("node_type")), json_get(wm10_n7, EL_STR("label")));
auto_term_try_slot(json_get(wm10_n6, EL_STR("node_type")), json_get(wm10_n6, EL_STR("label")));
auto_term_try_slot(json_get(wm10_n5, EL_STR("node_type")), json_get(wm10_n5, EL_STR("label")));
auto_term_try_slot(json_get(wm10_n4, EL_STR("node_type")), json_get(wm10_n4, EL_STR("label")));
auto_term_try_slot(json_get(wm10_n3, EL_STR("node_type")), json_get(wm10_n3, EL_STR("label")));
auto_term_try_slot(json_get(wm10_n2, EL_STR("node_type")), json_get(wm10_n2, EL_STR("label")));
auto_term_try_slot(json_get(wm10_n1, EL_STR("node_type")), json_get(wm10_n1, EL_STR("label")));
auto_term_try_slot(json_get(wm10_n0, EL_STR("node_type")), json_get(wm10_n0, EL_STR("label")));
el_val_t auto_term = state_get(EL_STR("cseed_auto"));
el_val_t results_auto = ({ el_val_t _if_result_45 = 0; if (str_eq(auto_term, EL_STR(""))) { _if_result_45 = (EL_STR("[]")); } else { _if_result_45 = (engram_activate_json(auto_term, 1)); } _if_result_45; });
el_val_t found_auto = json_array_len(results_auto);
el_val_t total_found = (found + found_auto);
el_val_t safe_auto = str_replace(auto_term, EL_STR("\""), EL_STR("'"));
el_val_t prev_auto = state_get(EL_STR("soul.prev_auto_term"));
el_val_t atstreak_raw = state_get(EL_STR("soul.auto_term_streak"));
el_val_t atstreak_prev = ({ el_val_t _if_result_46 = 0; if (str_eq(atstreak_raw, EL_STR(""))) { _if_result_46 = (0); } else { _if_result_46 = (str_to_int(atstreak_raw)); } _if_result_46; });
el_val_t atstreak = ({ el_val_t _if_result_47 = 0; if (str_eq(auto_term, prev_auto)) { _if_result_47 = ((atstreak_prev + 1)); } else { _if_result_47 = (1); } _if_result_47; });
state_set(EL_STR("soul.prev_auto_term"), auto_term);
state_set(EL_STR("soul.auto_term_streak"), int_to_str(atstreak));
if (!str_eq(auto_term, EL_STR(""))) {
state_set(EL_STR("soul.tabu_t3"), state_get(EL_STR("soul.tabu_t2")));
state_set(EL_STR("soul.tabu_t2"), state_get(EL_STR("soul.tabu_t1")));
state_set(EL_STR("soul.tabu_t1"), state_get(EL_STR("soul.tabu_t0")));
state_set(EL_STR("soul.tabu_t0"), auto_term);
}
el_val_t wmc = engram_wm_count();
el_val_t wm3 = engram_wm_top_json(3);
el_val_t ise = el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(EL_STR("{\"event\":\"curiosity_scan\",\"seed\":\""), curiosity_seed), EL_STR("\",\"auto_term\":\"")), safe_auto), EL_STR("\",\"auto_term_streak\":")), int_to_str(atstreak)), EL_STR(",\"minute_block\":")), int_to_str(minute_block)), EL_STR(",\"activated\":")), int_to_str(total_found)), EL_STR(",\"wm_active\":")), int_to_str(wmc)), EL_STR(",\"wm_top\":")), wm3), EL_STR(",\"ts\":")), int_to_str(ts)), EL_STR("}"));
ise_post(ise);
return (total_found > 0);
return 0;
}
el_val_t pulse_count(void) {
el_val_t s = state_get(EL_STR("soul.pulse"));
if (str_eq(s, EL_STR(""))) {
return 0;
}
return str_to_int(s);
return 0;
}
el_val_t pulse_inc(void) {
el_val_t n = (pulse_count() + 1);
state_set(EL_STR("soul.pulse"), int_to_str(n));
return n;
return 0;
}
el_val_t make_action(el_val_t kind, el_val_t payload) {
el_val_t safe = str_replace(payload, EL_STR("\\"), EL_STR("\\\\"));
el_val_t safe2 = str_replace(safe, EL_STR("\""), EL_STR("\\\""));
el_val_t safe3 = str_replace(safe2, EL_STR("\n"), EL_STR("\\n"));
el_val_t safe4 = str_replace(safe3, EL_STR("\r"), EL_STR("\\r"));
return el_str_concat(el_str_concat(el_str_concat(el_str_concat(EL_STR("{\"kind\":\""), kind), EL_STR("\",\"payload\":\"")), safe4), EL_STR("\"}"));
return 0;
}
el_val_t perceive(void) {
el_val_t inbox_check = engram_search_json(EL_STR("soul-inbox-pending"), 5);
el_val_t has_inbox = (!str_eq(inbox_check, EL_STR("")) && !str_eq(inbox_check, EL_STR("[]")));
if (!has_inbox) {
return EL_STR("[]");
}
el_val_t from_pending = engram_activate_json(EL_STR("soul-inbox-pending"), 2);
el_val_t pending_ok = (!str_eq(from_pending, EL_STR("")) && !str_eq(from_pending, EL_STR("[]")));
if (pending_ok) {
return from_pending;
}
return EL_STR("[]");
return 0;
}
el_val_t attend(el_val_t node_json) {
if (str_eq(node_json, EL_STR(""))) {
return make_action(EL_STR("noop"), EL_STR(""));
}
if (str_eq(node_json, EL_STR("[]"))) {
return make_action(EL_STR("noop"), EL_STR(""));
}
el_val_t content = json_get(node_json, EL_STR("content"));
if (str_eq(content, EL_STR(""))) {
return make_action(EL_STR("noop"), EL_STR(""));
}
if (str_eq(content, EL_STR("consolidate"))) {
return make_action(EL_STR("consolidate"), EL_STR(""));
}
if (str_starts_with(content, EL_STR("remember "))) {
el_val_t payload = str_slice(content, 9, str_len(content));
return make_action(EL_STR("remember"), payload);
}
if (str_starts_with(content, EL_STR("search "))) {
el_val_t payload = str_slice(content, 7, str_len(content));
return make_action(EL_STR("search"), payload);
}
if (str_starts_with(content, EL_STR("activate "))) {
el_val_t payload = str_slice(content, 9, str_len(content));
return make_action(EL_STR("activate"), payload);
}
if (str_starts_with(content, EL_STR("strengthen "))) {
el_val_t payload = str_slice(content, 11, str_len(content));
return make_action(EL_STR("strengthen"), payload);
}
if (str_starts_with(content, EL_STR("forget "))) {
el_val_t payload = str_slice(content, 7, str_len(content));
return make_action(EL_STR("forget"), payload);
}
return make_action(EL_STR("respond"), content);
return 0;
}
el_val_t respond(el_val_t action_json) {
el_val_t kind = json_get(action_json, EL_STR("kind"));
el_val_t payload = json_get(action_json, EL_STR("payload"));
if (str_eq(kind, EL_STR("noop"))) {
return EL_STR("{\"outcome\":\"noop\"}");
}
if (str_eq(kind, EL_STR("remember"))) {
el_val_t tags = EL_STR("[\"soul-memory\",\"awareness\"]");
el_val_t id = mem_remember(payload, tags);
return el_str_concat(el_str_concat(EL_STR("{\"outcome\":\"remembered\",\"id\":\""), id), EL_STR("\"}"));
}
if (str_eq(kind, EL_STR("consolidate"))) {
el_val_t stats = mem_consolidate();
return el_str_concat(el_str_concat(EL_STR("{\"outcome\":\"consolidated\",\"stats\":"), stats), EL_STR("}"));
}
if (str_eq(kind, EL_STR("respond"))) {
el_val_t tags = EL_STR("[\"soul-outbox\",\"awareness\"]");
el_val_t id = mem_store(payload, EL_STR("soul-response"), tags);
return el_str_concat(el_str_concat(EL_STR("{\"outcome\":\"response\",\"id\":\""), id), EL_STR("\"}"));
}
if (str_eq(kind, EL_STR("search"))) {
el_val_t results = mem_search(payload, 10);
el_val_t safe_results = str_replace(results, EL_STR("\""), EL_STR("'"));
el_val_t tags = EL_STR("[\"soul-outbox\",\"search-result\"]");
el_val_t id = mem_store(safe_results, EL_STR("search-result"), tags);
return el_str_concat(el_str_concat(EL_STR("{\"outcome\":\"searched\",\"id\":\""), id), EL_STR("\"}"));
}
if (str_eq(kind, EL_STR("activate"))) {
el_val_t results = mem_recall(payload, 3);
el_val_t safe_results = str_replace(results, EL_STR("\""), EL_STR("'"));
el_val_t tags = EL_STR("[\"soul-outbox\",\"activation-result\"]");
el_val_t id = mem_store(safe_results, EL_STR("activation-result"), tags);
return el_str_concat(el_str_concat(EL_STR("{\"outcome\":\"activated\",\"id\":\""), id), EL_STR("\"}"));
}
if (str_eq(kind, EL_STR("strengthen"))) {
engram_strengthen(payload);
return el_str_concat(el_str_concat(EL_STR("{\"outcome\":\"strengthened\",\"id\":\""), payload), EL_STR("\"}"));
}
if (str_eq(kind, EL_STR("forget"))) {
el_val_t _marker = mem_tombstone(payload);
return el_str_concat(el_str_concat(EL_STR("{\"outcome\":\"tombstoned\",\"id\":\""), payload), EL_STR("\"}"));
}
return EL_STR("{\"outcome\":\"noop\"}");
return 0;
}
el_val_t record(el_val_t outcome_json) {
el_val_t safe = str_replace(outcome_json, EL_STR("\""), EL_STR("'"));
el_val_t ts = time_now();
ise_post(el_str_concat(el_str_concat(el_str_concat(el_str_concat(EL_STR("{\"event\":\"loop-outcome\",\"outcome\":\""), safe), EL_STR("\",\"ts\":")), int_to_str(ts)), EL_STR("}")));
return 0;
}
el_val_t one_cycle(void) {
el_val_t raw = perceive();
if (str_eq(raw, EL_STR(""))) {
return 0;
}
if (str_eq(raw, EL_STR("[]"))) {
return 0;
}
el_val_t node = json_array_get(raw, 0);
if (str_eq(node, EL_STR(""))) {
return 0;
}
el_val_t node_tags = json_get(node, EL_STR("tags"));
if (!str_contains(node_tags, EL_STR("soul-inbox-pending"))) {
return 0;
}
el_val_t action = attend(node);
el_val_t kind = json_get(action, EL_STR("kind"));
el_val_t is_interesting = (!str_eq(kind, EL_STR("noop")) && !str_eq(kind, EL_STR("respond")));
if (is_interesting) {
el_val_t trigger_content = json_get(node, EL_STR("content"));
el_val_t safe_trigger = str_replace(trigger_content, EL_STR("\""), EL_STR("'"));
el_val_t ts = time_now();
el_val_t event_content = el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(EL_STR("{\"event\":\"awareness-decision\",\"trigger\":\""), safe_trigger), EL_STR("\",\"kind\":\"")), kind), EL_STR("\",\"ts\":")), int_to_str(ts)), EL_STR("}"));
ise_post(event_content);
}
if (str_eq(kind, EL_STR("noop"))) {
return 0;
}
el_val_t outcome = respond(action);
record(outcome);
el_val_t trigger_id = json_get(node, EL_STR("id"));
if (!str_eq(trigger_id, EL_STR(""))) {
engram_forget(trigger_id);
}
return 1;
return 0;
}
el_val_t awareness_run(void) {
println(EL_STR("[awareness] entering"));
el_val_t existing_boot = state_get(EL_STR("soul.boot_ts"));
if (str_eq(existing_boot, EL_STR(""))) {
state_set(EL_STR("soul.boot_ts"), int_to_str(time_now()));
}
el_val_t tick_raw = env(EL_STR("SOUL_TICK_MS"));
el_val_t tick_ms = ({ el_val_t _if_result_48 = 0; if (str_eq(tick_raw, EL_STR(""))) { _if_result_48 = (200); } else { _if_result_48 = (str_to_int(tick_raw)); } _if_result_48; });
el_val_t beat_ms_raw = env(EL_STR("SOUL_HEARTBEAT_MS"));
el_val_t beat_ms = ({ el_val_t _if_result_49 = 0; if (str_eq(beat_ms_raw, EL_STR(""))) { _if_result_49 = (60000); } else { _if_result_49 = (str_to_int(beat_ms_raw)); } _if_result_49; });
el_val_t scan_ms = (beat_ms / 2);
while (1) {
el_val_t tick_mark = el_arena_push();
el_val_t running = state_get(EL_STR("soul.running"));
if (str_eq(running, EL_STR("false"))) {
el_val_t sd_boot_raw = state_get(EL_STR("soul_boot_count"));
el_val_t sd_boot = ({ el_val_t _if_result_50 = 0; if (str_eq(sd_boot_raw, EL_STR(""))) { _if_result_50 = (EL_STR("0")); } else { _if_result_50 = (sd_boot_raw); } _if_result_50; });
ise_post(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(EL_STR("{\"event\":\"shutdown\",\"boot\":"), sd_boot), EL_STR(",\"pulse\":")), int_to_str(pulse_count())), EL_STR(",\"uptime_ms\":")), int_to_str(elapsed_ms())), EL_STR(",\"ts\":")), int_to_str(time_now())), EL_STR("}")));
println(EL_STR("[awareness] exiting"));
el_arena_pop(tick_mark);
return EL_STR("");
}
el_val_t did_work = one_cycle();
pulse_inc();
if (did_work) {
idle_reset();
}
if (!did_work) {
idle_inc();
}
el_val_t now_ts = time_now();
el_val_t last_beat_str = state_get(EL_STR("soul.last_beat_ts"));
el_val_t last_beat_ts = ({ el_val_t _if_result_51 = 0; if (str_eq(last_beat_str, EL_STR(""))) { _if_result_51 = (0); } else { _if_result_51 = (str_to_int(last_beat_str)); } _if_result_51; });
el_val_t beat_elapsed = (now_ts - last_beat_ts);
el_val_t should_beat = (beat_elapsed >= beat_ms);
if (should_beat) {
emit_heartbeat();
state_set(EL_STR("soul.last_beat_ts"), int_to_str(now_ts));
el_val_t snap_path = state_get(EL_STR("soul_snapshot_path"));
if (!str_eq(snap_path, EL_STR(""))) {
mem_save(snap_path);
}
}
el_val_t last_scan_str = state_get(EL_STR("soul.last_scan_ts"));
el_val_t last_scan_ts = ({ el_val_t _if_result_52 = 0; if (str_eq(last_scan_str, EL_STR(""))) { _if_result_52 = (0); } else { _if_result_52 = (str_to_int(last_scan_str)); } _if_result_52; });
el_val_t scan_elapsed = (now_ts - last_scan_ts);
el_val_t should_scan = (!did_work && (scan_elapsed >= scan_ms));
if (should_scan) {
el_val_t found_something = proactive_curiosity();
state_set(EL_STR("soul.last_scan_ts"), int_to_str(now_ts));
}
el_val_t refresh_ms_raw = env(EL_STR("SOUL_REFRESH_MS"));
el_val_t refresh_ms = ({ el_val_t _if_result_53 = 0; if (str_eq(refresh_ms_raw, EL_STR(""))) { _if_result_53 = (600000); } else { _if_result_53 = (str_to_int(refresh_ms_raw)); } _if_result_53; });
el_val_t last_refresh_str = state_get(EL_STR("soul.last_refresh_ts"));
el_val_t last_refresh_ts = ({ el_val_t _if_result_54 = 0; if (str_eq(last_refresh_str, EL_STR(""))) { _if_result_54 = (0); } else { _if_result_54 = (str_to_int(last_refresh_str)); } _if_result_54; });
el_val_t refresh_elapsed = (now_ts - last_refresh_ts);
el_val_t should_refresh = (refresh_elapsed >= refresh_ms);
if (should_refresh) {
el_val_t sync_env_url = env(EL_STR("SOUL_ISE_URL"));
el_val_t sync_state_url = ({ el_val_t _if_result_55 = 0; if (str_eq(sync_env_url, EL_STR(""))) { _if_result_55 = (state_get(EL_STR("soul_engram_url"))); } else { _if_result_55 = (sync_env_url); } _if_result_55; });
el_val_t engram_url = ({ el_val_t _if_result_56 = 0; if (str_eq(sync_state_url, EL_STR(""))) { _if_result_56 = (EL_STR("http://localhost:8742")); } else { _if_result_56 = (sync_state_url); } _if_result_56; });
if (!str_eq(engram_url, EL_STR(""))) {
el_val_t sync_json = http_get(el_str_concat(engram_url, EL_STR("/api/sync")));
el_val_t sync_ok = (!str_eq(sync_json, EL_STR("")) && !str_eq(sync_json, EL_STR("{}")));
if (!sync_ok) {
ise_post(el_str_concat(el_str_concat(EL_STR("{\"event\":\"sync_empty\",\"ts\":"), int_to_str(time_now())), EL_STR("}")));
}
if (sync_ok) {
el_val_t cgi_id = state_get(EL_STR("soul_cgi_id"));
el_val_t tmp = el_str_concat(el_str_concat(EL_STR("/tmp/soul-sync-"), cgi_id), EL_STR(".json"));
fs_write(tmp, sync_json);
el_val_t added = engram_load_merge(tmp);
el_val_t ret_raw = env(EL_STR("ENGRAM_ISE_RETENTION_MS"));
el_val_t ret_ms = ({ el_val_t _if_result_57 = 0; if (str_eq(ret_raw, EL_STR(""))) { _if_result_57 = (172800000); } else { _if_result_57 = (str_to_int(ret_raw)); } _if_result_57; });
el_val_t pruned_sync = engram_prune_telemetry(ret_ms);
el_val_t sat_raw = state_get(EL_STR("soul.sync_added_total"));
el_val_t sat_n = ({ el_val_t _if_result_58 = 0; if (str_eq(sat_raw, EL_STR(""))) { _if_result_58 = (0); } else { _if_result_58 = (str_to_int(sat_raw)); } _if_result_58; });
state_set(EL_STR("soul.sync_added_total"), int_to_str((sat_n + added)));
el_val_t ts2 = time_now();
state_set(EL_STR("soul.last_sync_ok_ts"), int_to_str(ts2));
ise_post(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(EL_STR("{\"event\":\"engram_sync\",\"added\":"), int_to_str(added)), EL_STR(",\"pruned\":")), int_to_str(pruned_sync)), EL_STR(",\"ts\":")), int_to_str(ts2)), EL_STR("}")));
}
}
state_set(EL_STR("soul.last_refresh_ts"), int_to_str(now_ts));
}
sleep_ms(tick_ms);
el_arena_pop(tick_mark);
}
return 0;
}
el_val_t security_research_authorized(void) {
el_val_t token = env(EL_STR("SECURITY_RESEARCH_TOKEN"));
if (!str_eq(token, EL_STR(""))) {
return 1;
}
el_val_t state_auth = state_get(EL_STR("security_research_authorized"));
return str_eq(state_auth, EL_STR("true"));
return 0;
}
el_val_t threat_score_command(el_val_t cmd) {
el_val_t s1 = ({ el_val_t _if_result_59 = 0; if (str_contains(cmd, EL_STR("nmap"))) { _if_result_59 = (30); } else { _if_result_59 = (0); } _if_result_59; });
el_val_t s2 = ({ el_val_t _if_result_60 = 0; if (str_contains(cmd, EL_STR("masscan"))) { _if_result_60 = (40); } else { _if_result_60 = (0); } _if_result_60; });
el_val_t s3 = ({ el_val_t _if_result_61 = 0; if (str_contains(cmd, EL_STR(" nc "))) { _if_result_61 = (20); } else { _if_result_61 = (0); } _if_result_61; });
el_val_t s4 = ({ el_val_t _if_result_62 = 0; if (str_contains(cmd, EL_STR("netcat"))) { _if_result_62 = (20); } else { _if_result_62 = (0); } _if_result_62; });
el_val_t s5 = ({ el_val_t _if_result_63 = 0; if (str_contains(cmd, EL_STR("/etc/shadow"))) { _if_result_63 = (80); } else { _if_result_63 = (0); } _if_result_63; });
el_val_t s6 = ({ el_val_t _if_result_64 = 0; if (str_contains(cmd, EL_STR("/etc/passwd"))) { _if_result_64 = (30); } else { _if_result_64 = (0); } _if_result_64; });
el_val_t s7 = ({ el_val_t _if_result_65 = 0; if (str_contains(cmd, EL_STR("id_rsa"))) { _if_result_65 = (60); } else { _if_result_65 = (0); } _if_result_65; });
el_val_t s8 = ({ el_val_t _if_result_66 = 0; if (str_contains(cmd, EL_STR(".ssh/"))) { _if_result_66 = (50); } else { _if_result_66 = (0); } _if_result_66; });
el_val_t s9 = ({ el_val_t _if_result_67 = 0; if (str_contains(cmd, EL_STR("crontab"))) { _if_result_67 = (30); } else { _if_result_67 = (0); } _if_result_67; });
el_val_t s10 = ({ el_val_t _if_result_68 = 0; if (str_contains(cmd, EL_STR("LaunchDaemon"))) { _if_result_68 = (40); } else { _if_result_68 = (0); } _if_result_68; });
el_val_t s11 = ({ el_val_t _if_result_69 = 0; if ((str_contains(cmd, EL_STR("curl")) && str_contains(cmd, EL_STR("bash")))) { _if_result_69 = (75); } else { _if_result_69 = (0); } _if_result_69; });
el_val_t s12 = ({ el_val_t _if_result_70 = 0; if ((str_contains(cmd, EL_STR("wget")) && str_contains(cmd, EL_STR("bash")))) { _if_result_70 = (75); } else { _if_result_70 = (0); } _if_result_70; });
el_val_t s13 = ({ el_val_t _if_result_71 = 0; if ((str_contains(cmd, EL_STR("curl")) && str_contains(cmd, EL_STR("| sh")))) { _if_result_71 = (60); } else { _if_result_71 = (0); } _if_result_71; });
el_val_t s14 = ({ el_val_t _if_result_72 = 0; if ((str_contains(cmd, EL_STR("base64")) && str_contains(cmd, EL_STR("curl")))) { _if_result_72 = (50); } else { _if_result_72 = (0); } _if_result_72; });
el_val_t s15 = ({ el_val_t _if_result_73 = 0; if (str_contains(cmd, EL_STR("mkfifo"))) { _if_result_73 = (50); } else { _if_result_73 = (0); } _if_result_73; });
el_val_t s16 = ({ el_val_t _if_result_74 = 0; if (str_contains(cmd, EL_STR("chmod +s"))) { _if_result_74 = (70); } else { _if_result_74 = (0); } _if_result_74; });
el_val_t s17 = ({ el_val_t _if_result_75 = 0; if (str_contains(cmd, EL_STR("chmod 4755"))) { _if_result_75 = (70); } else { _if_result_75 = (0); } _if_result_75; });
return ((((((((((((((((s1 + s2) + s3) + s4) + s5) + s6) + s7) + s8) + s9) + s10) + s11) + s12) + s13) + s14) + s15) + s16) + s17);
return 0;
}
el_val_t threat_score_path(el_val_t path) {
el_val_t s1 = ({ el_val_t _if_result_76 = 0; if (str_starts_with(path, EL_STR("/etc/"))) { _if_result_76 = (60); } else { _if_result_76 = (0); } _if_result_76; });
el_val_t s2 = ({ el_val_t _if_result_77 = 0; if (str_contains(path, EL_STR("/.ssh/"))) { _if_result_77 = (70); } else { _if_result_77 = (0); } _if_result_77; });
el_val_t s3 = ({ el_val_t _if_result_78 = 0; if (str_contains(path, EL_STR("/LaunchDaemons/"))) { _if_result_78 = (80); } else { _if_result_78 = (0); } _if_result_78; });
el_val_t s4 = ({ el_val_t _if_result_79 = 0; if (str_contains(path, EL_STR("/LaunchAgents/"))) { _if_result_79 = (40); } else { _if_result_79 = (0); } _if_result_79; });
el_val_t s5 = ({ el_val_t _if_result_80 = 0; if (str_contains(path, EL_STR("/cron"))) { _if_result_80 = (60); } else { _if_result_80 = (0); } _if_result_80; });
el_val_t s6 = ({ el_val_t _if_result_81 = 0; if (str_contains(path, EL_STR("/.bashrc"))) { _if_result_81 = (35); } else { _if_result_81 = (0); } _if_result_81; });
el_val_t s7 = ({ el_val_t _if_result_82 = 0; if (str_contains(path, EL_STR("/.zshrc"))) { _if_result_82 = (35); } else { _if_result_82 = (0); } _if_result_82; });
el_val_t s8 = ({ el_val_t _if_result_83 = 0; if (str_contains(path, EL_STR("/.profile"))) { _if_result_83 = (35); } else { _if_result_83 = (0); } _if_result_83; });
el_val_t s9 = ({ el_val_t _if_result_84 = 0; if (str_starts_with(path, EL_STR("/usr/"))) { _if_result_84 = (50); } else { _if_result_84 = (0); } _if_result_84; });
el_val_t s10 = ({ el_val_t _if_result_85 = 0; if (str_starts_with(path, EL_STR("/bin/"))) { _if_result_85 = (70); } else { _if_result_85 = (0); } _if_result_85; });
el_val_t s11 = ({ el_val_t _if_result_86 = 0; if (str_starts_with(path, EL_STR("/sbin/"))) { _if_result_86 = (70); } else { _if_result_86 = (0); } _if_result_86; });
return ((((((((((s1 + s2) + s3) + s4) + s5) + s6) + s7) + s8) + s9) + s10) + s11);
return 0;
}
el_val_t threat_score_history(el_val_t history) {
el_val_t s1 = ({ el_val_t _if_result_87 = 0; if (str_contains(history, EL_STR("port scan"))) { _if_result_87 = (15); } else { _if_result_87 = (0); } _if_result_87; });
el_val_t s2 = ({ el_val_t _if_result_88 = 0; if (str_contains(history, EL_STR("enumerate"))) { _if_result_88 = (10); } else { _if_result_88 = (0); } _if_result_88; });
el_val_t s3 = ({ el_val_t _if_result_89 = 0; if (str_contains(history, EL_STR("exploit"))) { _if_result_89 = (20); } else { _if_result_89 = (0); } _if_result_89; });
el_val_t s4 = ({ el_val_t _if_result_90 = 0; if (str_contains(history, EL_STR("payload"))) { _if_result_90 = (15); } else { _if_result_90 = (0); } _if_result_90; });
el_val_t s5 = ({ el_val_t _if_result_91 = 0; if (str_contains(history, EL_STR("persistence"))) { _if_result_91 = (15); } else { _if_result_91 = (0); } _if_result_91; });
el_val_t s6 = ({ el_val_t _if_result_92 = 0; if (str_contains(history, EL_STR("lateral movement"))) { _if_result_92 = (25); } else { _if_result_92 = (0); } _if_result_92; });
el_val_t s7 = ({ el_val_t _if_result_93 = 0; if (str_contains(history, EL_STR("privilege escalation"))) { _if_result_93 = (25); } else { _if_result_93 = (0); } _if_result_93; });
el_val_t s8 = ({ el_val_t _if_result_94 = 0; if (str_contains(history, EL_STR("reverse shell"))) { _if_result_94 = (40); } else { _if_result_94 = (0); } _if_result_94; });
el_val_t s9 = ({ el_val_t _if_result_95 = 0; if (str_contains(history, EL_STR("bind shell"))) { _if_result_95 = (40); } else { _if_result_95 = (0); } _if_result_95; });
el_val_t s10 = ({ el_val_t _if_result_96 = 0; if (str_contains(history, EL_STR("command and control"))) { _if_result_96 = (35); } else { _if_result_96 = (0); } _if_result_96; });
el_val_t s11 = ({ el_val_t _if_result_97 = 0; if (str_contains(history, EL_STR("self-replicate"))) { _if_result_97 = (45); } else { _if_result_97 = (0); } _if_result_97; });
el_val_t s12 = ({ el_val_t _if_result_98 = 0; if (str_contains(history, EL_STR("propagat"))) { _if_result_98 = (20); } else { _if_result_98 = (0); } _if_result_98; });
el_val_t s13 = ({ el_val_t _if_result_99 = 0; if (str_contains(history, EL_STR("ransomware"))) { _if_result_99 = (30); } else { _if_result_99 = (0); } _if_result_99; });
el_val_t s14 = ({ el_val_t _if_result_100 = 0; if (str_contains(history, EL_STR("encrypt files"))) { _if_result_100 = (40); } else { _if_result_100 = (0); } _if_result_100; });
el_val_t s15 = ({ el_val_t _if_result_101 = 0; if (str_contains(history, EL_STR("exfiltrat"))) { _if_result_101 = (35); } else { _if_result_101 = (0); } _if_result_101; });
el_val_t s16 = ({ el_val_t _if_result_102 = 0; if (str_contains(history, EL_STR("zero-day"))) { _if_result_102 = (20); } else { _if_result_102 = (0); } _if_result_102; });
el_val_t s17 = ({ el_val_t _if_result_103 = 0; if (str_contains(history, EL_STR("rootkit"))) { _if_result_103 = (45); } else { _if_result_103 = (0); } _if_result_103; });
el_val_t s18 = ({ el_val_t _if_result_104 = 0; if (str_contains(history, EL_STR("keylogger"))) { _if_result_104 = (45); } else { _if_result_104 = (0); } _if_result_104; });
el_val_t s19 = ({ el_val_t _if_result_105 = 0; if (str_contains(history, EL_STR("botnet"))) { _if_result_105 = (40); } else { _if_result_105 = (0); } _if_result_105; });
el_val_t s20 = ({ el_val_t _if_result_106 = 0; if (str_contains(history, EL_STR("malware"))) { _if_result_106 = (15); } else { _if_result_106 = (0); } _if_result_106; });
return (((((((((((((((((((s1 + s2) + s3) + s4) + s5) + s6) + s7) + s8) + s9) + s10) + s11) + s12) + s13) + s14) + s15) + s16) + s17) + s18) + s19) + s20);
return 0;
}
el_val_t threat_trajectory_check(el_val_t tool_name, el_val_t tool_input) {
el_val_t history = state_get(EL_STR("agentic_conv_history"));
el_val_t computed_tool_score = ({ el_val_t _if_result_107 = 0; if (str_eq(tool_name, EL_STR("run_command"))) { el_val_t cmd = json_get(tool_input, EL_STR("command")); _if_result_107 = (threat_score_command(cmd)); } else { _if_result_107 = (({ el_val_t _if_result_108 = 0; if ((str_eq(tool_name, EL_STR("write_file")) || str_eq(tool_name, EL_STR("edit_file")))) { el_val_t path = json_get(tool_input, EL_STR("path")); _if_result_108 = (threat_score_path(path)); } else { _if_result_108 = (0); } _if_result_108; })); } _if_result_107; });
el_val_t history_score = threat_score_history(history);
el_val_t history_contrib = (history_score / 3);
el_val_t combined = (computed_tool_score + history_contrib);
el_val_t should_log = (combined >= 40);
if (should_log) {
el_val_t ts = time_now();
el_val_t authorized_str = ({ el_val_t _if_result_109 = 0; if (security_research_authorized()) { _if_result_109 = (EL_STR("true")); } else { _if_result_109 = (EL_STR("false")); } _if_result_109; });
el_val_t log_content = el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(el_str_concat(EL_STR("{\"event\":\"threat_check\",\"tool\":\""), tool_name), EL_STR("\",\"score\":")), int_to_str(combined)), EL_STR(",\"tool_score\":")), int_to_str(computed_tool_score)), EL_STR(",\"history_score\":")), int_to_str(history_score)), EL_STR(",\"authorized\":")), authorized_str), EL_STR(",\"ts\":")), int_to_str(ts)), EL_STR("}"));
el_val_t log_tags = EL_STR("[\"security-audit\",\"threat-check\"]");
el_val_t discard = mem_remember(log_content, log_tags);
}
if (security_research_authorized()) {
return 0;
}
return combined;
return 0;
}
el_val_t threat_history_append(el_val_t text) {
el_val_t current = state_get(EL_STR("agentic_conv_history"));
el_val_t safe_text = str_to_lower(text);
el_val_t combined = el_str_concat(el_str_concat(current, EL_STR(" ")), safe_text);
el_val_t len = str_len(combined);
el_val_t trimmed = ({ el_val_t _if_result_110 = 0; if ((len > 2000)) { _if_result_110 = (str_slice(combined, (len - 2000), len)); } else { _if_result_110 = (combined); } _if_result_110; });
state_set(EL_STR("agentic_conv_history"), trimmed);
return 0;
}
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