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fix(mcp-wrapper): route agentic ops to the engram, stop fabricating a cause #159

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will.anderson merged 10 commits from fix/mcp-wrapper-agentic-routing into main 2026-08-16 00:37:15 +00:00
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+129 -103
2 changed files with 129 additions and 103 deletions
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awareness.el
+21 -1
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@@ -355,6 +355,26 @@ fn emit_heartbeat() -> Void {
let act_stats: String = engram_act_stats_json()
let act_evict_raw: String = json_get(act_stats, "wm_evicted")
let act_evict: String = if str_eq(act_evict_raw, "") { "-1" } else { act_evict_raw }
// Eviction CAUSE decomposition (2026-08-14 self-review). wm_evicted alone
// cannot distinguish healthy WM rotation from cap contention from decay:
// six increment sites, four causes, one integer. Measured this morning:
// 175,547 evictions over 13.5h (~216/min against 24 slots) with no way to
// say why. These three make the aggregate decomposable —
// wm_evicted == floor + cap + bll + dup_wm + dup_wm_global
// and each term implies a different correction. Read as a RATIO:
// cap-dominant -> genuine contention for the 24 slots
// bll-dominant -> carried-over residents decaying out; healthy
// floor-dominant -> retrieval is returning weak candidates
// Plumbed here in the same change that added them to the C stats, because
// the 08-10 review's finding was that fourteen of nineteen keys crossed
// the C boundary and the rest died as local variables. An instrument that
// is computed but not plumbed is not an instrument.
let ev_floor_raw: String = json_get(act_stats, "evict_floor")
let ev_floor: String = if str_eq(ev_floor_raw, "") { "-1" } else { ev_floor_raw }
let ev_cap_raw: String = json_get(act_stats, "evict_cap")
let ev_cap: String = if str_eq(ev_cap_raw, "") { "-1" } else { ev_cap_raw }
let ev_bll_raw: String = json_get(act_stats, "evict_bll")
let ev_bll: String = if str_eq(ev_bll_raw, "") { "-1" } else { ev_bll_raw }
let act_bt_raw: String = json_get(act_stats, "breakthroughs")
let act_bt: String = if str_eq(act_bt_raw, "") { "-1" } else { act_bt_raw }
let evict_now: Int = if str_eq(act_evict_raw, "") { 0 - 1 } else { str_to_int(act_evict_raw) }
@@ -544,7 +564,7 @@ fn emit_heartbeat() -> Void {
let dmg_scan: String = if str_eq(dmg_scan_raw, "") { "-1" } else { dmg_scan_raw }
let dmg_ts_raw: String = state_get("soul.txt_census_ts")
let dmg_age: Int = if str_eq(dmg_ts_raw, "") { 0 - 1 } else { ts - str_to_int(dmg_ts_raw) }
let payload: String = "{\"event\":\"heartbeat\",\"pulse\":" + pulse + ",\"tick\":" + pulse + ",\"boot\":" + boot + ",\"idle\":" + idle + ",\"idle_ms\":" + int_to_str(idle_ms) + ",\"node_count\":" + int_to_str(nc) + ",\"edge_count\":" + int_to_str(ec) + ",\"node_delta\":" + int_to_str(node_delta) + ",\"edge_delta\":" + int_to_str(edge_delta) + ",\"wm_active\":" + int_to_str(wmc) + ",\"wm_delta\":" + int_to_str(wm_delta) + ",\"wm_saturated\":" + int_to_str(wm_sat) + ",\"wm_top0_streak\":" + int_to_str(t0streak) + ",\"wm_churn\":" + int_to_str(wm_churn) + ",\"wm_top0_wm\":" + wm_top0_wm + ",\"sync_added_total\":" + sat_str + ",\"sync_age_ms\":" + int_to_str(sync_age) + ",\"wm_avg_weight\":" + wm_avg_str + ",\"wm_top\":" + wm_top + ",\"ts\":" + int_to_str(ts) + ",\"uptime_ms\":" + int_to_str(up_ms) + ",\"uptime\":\"" + up_human + "\",\"embed_ok\":" + int_to_str(emb_ok) + ",\"embed_backfilled\":" + bf_done + ",\"embed_count\":" + bf_total + ",\"embed_eligible\":" + embed_elig + ",\"wm_evicted\":" + act_evict + ",\"wm_evicted_delta\":" + int_to_str(evict_delta) + ",\"breakthroughs\":" + act_bt + ",\"breakthroughs_delta\":" + int_to_str(bt_delta) + ",\"auto_term_streak\":" + int_to_str(hb_ats) + ",\"auto_term_empty_streak\":" + int_to_str(hb_ate) + ",\"embed_breaker_open\":" + act_brk + ",\"ctx_cos\":" + ctx_cos + ",\"dup_seeds\":" + dup_seeds + ",\"dup_wm\":" + dup_wm + ",\"dup_wm_global\":" + dup_wm_g + ",\"hebb_warm\":" + hebb_warm + ",\"hebb_max\":" + hebb_max + ",\"hebb_links\":" + hebb_links + ",\"hebb_cands\":" + hebb_cands + ",\"hebb_cand_max\":" + hebb_cmax + ",\"hebb_mass\":" + hebb_mass + ",\"hebb_edges\":" + hebb_edges + ",\"embed_consec_fail\":" + emb_cf + ",\"txt_damaged_pct\":" + dmg_pct + ",\"txt_damaged_n\":" + dmg_n + ",\"txt_scanned_n\":" + dmg_scan + ",\"txt_census_age_ms\":" + int_to_str(dmg_age) + ",\"hebb_wb_pending\":" + wb_pend + ",\"hebb_wb_drained\":" + wb_drain + ",\"hebb_wb_dropped\":" + wb_drop + ",\"hebb_wb_sent\":" + wb_sent + ",\"ise_fail\":" + fail_str + ",\"txt_damaged\":" + txt_dmg + "}"
let payload: String = "{\"event\":\"heartbeat\",\"pulse\":" + pulse + ",\"tick\":" + pulse + ",\"boot\":" + boot + ",\"idle\":" + idle + ",\"idle_ms\":" + int_to_str(idle_ms) + ",\"node_count\":" + int_to_str(nc) + ",\"edge_count\":" + int_to_str(ec) + ",\"node_delta\":" + int_to_str(node_delta) + ",\"edge_delta\":" + int_to_str(edge_delta) + ",\"wm_active\":" + int_to_str(wmc) + ",\"wm_delta\":" + int_to_str(wm_delta) + ",\"wm_saturated\":" + int_to_str(wm_sat) + ",\"wm_top0_streak\":" + int_to_str(t0streak) + ",\"wm_churn\":" + int_to_str(wm_churn) + ",\"wm_top0_wm\":" + wm_top0_wm + ",\"sync_added_total\":" + sat_str + ",\"sync_age_ms\":" + int_to_str(sync_age) + ",\"wm_avg_weight\":" + wm_avg_str + ",\"wm_top\":" + wm_top + ",\"ts\":" + int_to_str(ts) + ",\"uptime_ms\":" + int_to_str(up_ms) + ",\"uptime\":\"" + up_human + "\",\"embed_ok\":" + int_to_str(emb_ok) + ",\"embed_backfilled\":" + bf_done + ",\"embed_count\":" + bf_total + ",\"embed_eligible\":" + embed_elig + ",\"wm_evicted\":" + act_evict + ",\"wm_evicted_delta\":" + int_to_str(evict_delta) + ",\"evict_floor\":" + ev_floor + ",\"evict_cap\":" + ev_cap + ",\"evict_bll\":" + ev_bll + ",\"breakthroughs\":" + act_bt + ",\"breakthroughs_delta\":" + int_to_str(bt_delta) + ",\"auto_term_streak\":" + int_to_str(hb_ats) + ",\"auto_term_empty_streak\":" + int_to_str(hb_ate) + ",\"embed_breaker_open\":" + act_brk + ",\"ctx_cos\":" + ctx_cos + ",\"dup_seeds\":" + dup_seeds + ",\"dup_wm\":" + dup_wm + ",\"dup_wm_global\":" + dup_wm_g + ",\"hebb_warm\":" + hebb_warm + ",\"hebb_max\":" + hebb_max + ",\"hebb_links\":" + hebb_links + ",\"hebb_cands\":" + hebb_cands + ",\"hebb_cand_max\":" + hebb_cmax + ",\"hebb_mass\":" + hebb_mass + ",\"hebb_edges\":" + hebb_edges + ",\"embed_consec_fail\":" + emb_cf + ",\"txt_damaged_pct\":" + dmg_pct + ",\"txt_damaged_n\":" + dmg_n + ",\"txt_scanned_n\":" + dmg_scan + ",\"txt_census_age_ms\":" + int_to_str(dmg_age) + ",\"hebb_wb_pending\":" + wb_pend + ",\"hebb_wb_drained\":" + wb_drain + ",\"hebb_wb_dropped\":" + wb_drop + ",\"hebb_wb_sent\":" + wb_sent + ",\"ise_fail\":" + fail_str + ",\"txt_damaged\":" + txt_dmg + "}"
ise_post(payload)
}
dist/awareness.c
Generated Vendored
+108 -102
View File
@@ -236,16 +236,22 @@ el_val_t emit_heartbeat(void) {
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_37 = 0; if (str_eq(act_evict_raw, EL_STR(""))) { _if_result_37 = (EL_STR("-1")); } else { _if_result_37 = (act_evict_raw); } _if_result_37; });
el_val_t ev_floor_raw = json_get(act_stats, EL_STR("evict_floor"));
el_val_t ev_floor = ({ el_val_t _if_result_38 = 0; if (str_eq(ev_floor_raw, EL_STR(""))) { _if_result_38 = (EL_STR("-1")); } else { _if_result_38 = (ev_floor_raw); } _if_result_38; });
el_val_t ev_cap_raw = json_get(act_stats, EL_STR("evict_cap"));
el_val_t ev_cap = ({ el_val_t _if_result_39 = 0; if (str_eq(ev_cap_raw, EL_STR(""))) { _if_result_39 = (EL_STR("-1")); } else { _if_result_39 = (ev_cap_raw); } _if_result_39; });
el_val_t ev_bll_raw = json_get(act_stats, EL_STR("evict_bll"));
el_val_t ev_bll = ({ el_val_t _if_result_40 = 0; if (str_eq(ev_bll_raw, EL_STR(""))) { _if_result_40 = (EL_STR("-1")); } else { _if_result_40 = (ev_bll_raw); } _if_result_40; });
el_val_t act_bt_raw = json_get(act_stats, EL_STR("breakthroughs"));
el_val_t act_bt = ({ el_val_t _if_result_38 = 0; if (str_eq(act_bt_raw, EL_STR(""))) { _if_result_38 = (EL_STR("-1")); } else { _if_result_38 = (act_bt_raw); } _if_result_38; });
el_val_t evict_now = ({ el_val_t _if_result_39 = 0; if (str_eq(act_evict_raw, EL_STR(""))) { _if_result_39 = ((0 - 1)); } else { _if_result_39 = (str_to_int(act_evict_raw)); } _if_result_39; });
el_val_t bt_now = ({ el_val_t _if_result_40 = 0; if (str_eq(act_bt_raw, EL_STR(""))) { _if_result_40 = ((0 - 1)); } else { _if_result_40 = (str_to_int(act_bt_raw)); } _if_result_40; });
el_val_t act_bt = ({ el_val_t _if_result_41 = 0; if (str_eq(act_bt_raw, EL_STR(""))) { _if_result_41 = (EL_STR("-1")); } else { _if_result_41 = (act_bt_raw); } _if_result_41; });
el_val_t evict_now = ({ el_val_t _if_result_42 = 0; if (str_eq(act_evict_raw, EL_STR(""))) { _if_result_42 = ((0 - 1)); } else { _if_result_42 = (str_to_int(act_evict_raw)); } _if_result_42; });
el_val_t bt_now = ({ el_val_t _if_result_43 = 0; if (str_eq(act_bt_raw, EL_STR(""))) { _if_result_43 = ((0 - 1)); } else { _if_result_43 = (str_to_int(act_bt_raw)); } _if_result_43; });
el_val_t prev_evict_raw = state_get(EL_STR("soul.prev_wm_evicted"));
el_val_t prev_evict = ({ el_val_t _if_result_41 = 0; if (str_eq(prev_evict_raw, EL_STR(""))) { _if_result_41 = (0); } else { _if_result_41 = (str_to_int(prev_evict_raw)); } _if_result_41; });
el_val_t prev_evict = ({ el_val_t _if_result_44 = 0; if (str_eq(prev_evict_raw, EL_STR(""))) { _if_result_44 = (0); } else { _if_result_44 = (str_to_int(prev_evict_raw)); } _if_result_44; });
el_val_t prev_bt_raw = state_get(EL_STR("soul.prev_breakthroughs"));
el_val_t prev_bt = ({ el_val_t _if_result_42 = 0; if (str_eq(prev_bt_raw, EL_STR(""))) { _if_result_42 = (0); } else { _if_result_42 = (str_to_int(prev_bt_raw)); } _if_result_42; });
el_val_t evict_delta = ({ el_val_t _if_result_43 = 0; if ((evict_now < 0)) { _if_result_43 = (0); } else { _if_result_43 = (({ el_val_t _if_result_44 = 0; if ((evict_now < prev_evict)) { _if_result_44 = (evict_now); } else { _if_result_44 = ((evict_now - prev_evict)); } _if_result_44; })); } _if_result_43; });
el_val_t bt_delta = ({ el_val_t _if_result_45 = 0; if ((bt_now < 0)) { _if_result_45 = (0); } else { _if_result_45 = (({ el_val_t _if_result_46 = 0; if ((bt_now < prev_bt)) { _if_result_46 = (bt_now); } else { _if_result_46 = ((bt_now - prev_bt)); } _if_result_46; })); } _if_result_45; });
el_val_t prev_bt = ({ el_val_t _if_result_45 = 0; if (str_eq(prev_bt_raw, EL_STR(""))) { _if_result_45 = (0); } else { _if_result_45 = (str_to_int(prev_bt_raw)); } _if_result_45; });
el_val_t evict_delta = ({ el_val_t _if_result_46 = 0; if ((evict_now < 0)) { _if_result_46 = (0); } else { _if_result_46 = (({ el_val_t _if_result_47 = 0; if ((evict_now < prev_evict)) { _if_result_47 = (evict_now); } else { _if_result_47 = ((evict_now - prev_evict)); } _if_result_47; })); } _if_result_46; });
el_val_t bt_delta = ({ el_val_t _if_result_48 = 0; if ((bt_now < 0)) { _if_result_48 = (0); } else { _if_result_48 = (({ el_val_t _if_result_49 = 0; if ((bt_now < prev_bt)) { _if_result_49 = (bt_now); } else { _if_result_49 = ((bt_now - prev_bt)); } _if_result_49; })); } _if_result_48; });
if (evict_now >= 0) {
state_set(EL_STR("soul.prev_wm_evicted"), int_to_str(evict_now));
}
@@ -254,49 +260,49 @@ el_val_t emit_heartbeat(void) {
}
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_47 = 0; if (str_eq(embed_elig_raw, EL_STR(""))) { _if_result_47 = (EL_STR("-1")); } else { _if_result_47 = (embed_elig_raw); } _if_result_47; });
el_val_t embed_elig = ({ el_val_t _if_result_50 = 0; if (str_eq(embed_elig_raw, EL_STR(""))) { _if_result_50 = (EL_STR("-1")); } else { _if_result_50 = (embed_elig_raw); } _if_result_50; });
el_val_t hb_ats_raw = state_get(EL_STR("soul.auto_term_streak"));
el_val_t hb_ats = ({ el_val_t _if_result_48 = 0; if (str_eq(hb_ats_raw, EL_STR(""))) { _if_result_48 = (0); } else { _if_result_48 = (str_to_int(hb_ats_raw)); } _if_result_48; });
el_val_t hb_ats = ({ el_val_t _if_result_51 = 0; if (str_eq(hb_ats_raw, EL_STR(""))) { _if_result_51 = (0); } else { _if_result_51 = (str_to_int(hb_ats_raw)); } _if_result_51; });
el_val_t hb_ate_raw = state_get(EL_STR("soul.auto_term_empty_streak"));
el_val_t hb_ate = ({ el_val_t _if_result_49 = 0; if (str_eq(hb_ate_raw, EL_STR(""))) { _if_result_49 = (0); } else { _if_result_49 = (str_to_int(hb_ate_raw)); } _if_result_49; });
el_val_t hb_ate = ({ el_val_t _if_result_52 = 0; if (str_eq(hb_ate_raw, EL_STR(""))) { _if_result_52 = (0); } else { _if_result_52 = (str_to_int(hb_ate_raw)); } _if_result_52; });
el_val_t hebb_warm_raw = json_get(act_stats, EL_STR("hebb_warm"));
el_val_t hebb_warm = ({ el_val_t _if_result_50 = 0; if (str_eq(hebb_warm_raw, EL_STR(""))) { _if_result_50 = (EL_STR("-1")); } else { _if_result_50 = (hebb_warm_raw); } _if_result_50; });
el_val_t hebb_warm = ({ el_val_t _if_result_53 = 0; if (str_eq(hebb_warm_raw, EL_STR(""))) { _if_result_53 = (EL_STR("-1")); } else { _if_result_53 = (hebb_warm_raw); } _if_result_53; });
el_val_t hebb_max_raw = json_get(act_stats, EL_STR("hebb_max"));
el_val_t hebb_max = ({ el_val_t _if_result_51 = 0; if (str_eq(hebb_max_raw, EL_STR(""))) { _if_result_51 = (EL_STR("-1")); } else { _if_result_51 = (hebb_max_raw); } _if_result_51; });
el_val_t hebb_max = ({ el_val_t _if_result_54 = 0; if (str_eq(hebb_max_raw, EL_STR(""))) { _if_result_54 = (EL_STR("-1")); } else { _if_result_54 = (hebb_max_raw); } _if_result_54; });
el_val_t hebb_links_raw = json_get(act_stats, EL_STR("hebb_links"));
el_val_t hebb_links = ({ el_val_t _if_result_52 = 0; if (str_eq(hebb_links_raw, EL_STR(""))) { _if_result_52 = (EL_STR("-1")); } else { _if_result_52 = (hebb_links_raw); } _if_result_52; });
el_val_t hebb_links = ({ el_val_t _if_result_55 = 0; if (str_eq(hebb_links_raw, EL_STR(""))) { _if_result_55 = (EL_STR("-1")); } else { _if_result_55 = (hebb_links_raw); } _if_result_55; });
el_val_t hebb_cands_raw = json_get(act_stats, EL_STR("hebb_cands"));
el_val_t hebb_cands = ({ el_val_t _if_result_53 = 0; if (str_eq(hebb_cands_raw, EL_STR(""))) { _if_result_53 = (EL_STR("-1")); } else { _if_result_53 = (hebb_cands_raw); } _if_result_53; });
el_val_t hebb_cands = ({ el_val_t _if_result_56 = 0; if (str_eq(hebb_cands_raw, EL_STR(""))) { _if_result_56 = (EL_STR("-1")); } else { _if_result_56 = (hebb_cands_raw); } _if_result_56; });
el_val_t hebb_cmax_raw = json_get(act_stats, EL_STR("hebb_cand_max"));
el_val_t hebb_cmax = ({ el_val_t _if_result_54 = 0; if (str_eq(hebb_cmax_raw, EL_STR(""))) { _if_result_54 = (EL_STR("-1")); } else { _if_result_54 = (hebb_cmax_raw); } _if_result_54; });
el_val_t hebb_cmax = ({ el_val_t _if_result_57 = 0; if (str_eq(hebb_cmax_raw, EL_STR(""))) { _if_result_57 = (EL_STR("-1")); } else { _if_result_57 = (hebb_cmax_raw); } _if_result_57; });
el_val_t hebb_mass_raw = json_get(act_stats, EL_STR("hebb_mass"));
el_val_t hebb_mass = ({ el_val_t _if_result_55 = 0; if (str_eq(hebb_mass_raw, EL_STR(""))) { _if_result_55 = (EL_STR("-1")); } else { _if_result_55 = (hebb_mass_raw); } _if_result_55; });
el_val_t hebb_mass = ({ el_val_t _if_result_58 = 0; if (str_eq(hebb_mass_raw, EL_STR(""))) { _if_result_58 = (EL_STR("-1")); } else { _if_result_58 = (hebb_mass_raw); } _if_result_58; });
el_val_t hebb_edges_raw = json_get(act_stats, EL_STR("hebb_edges"));
el_val_t hebb_edges = ({ el_val_t _if_result_56 = 0; if (str_eq(hebb_edges_raw, EL_STR(""))) { _if_result_56 = (EL_STR("-1")); } else { _if_result_56 = (hebb_edges_raw); } _if_result_56; });
el_val_t hebb_edges = ({ el_val_t _if_result_59 = 0; if (str_eq(hebb_edges_raw, EL_STR(""))) { _if_result_59 = (EL_STR("-1")); } else { _if_result_59 = (hebb_edges_raw); } _if_result_59; });
el_val_t wb_pend_raw = json_get(act_stats, EL_STR("hebb_wb_pending"));
el_val_t wb_pend = ({ el_val_t _if_result_57 = 0; if (str_eq(wb_pend_raw, EL_STR(""))) { _if_result_57 = (EL_STR("-1")); } else { _if_result_57 = (wb_pend_raw); } _if_result_57; });
el_val_t wb_pend = ({ el_val_t _if_result_60 = 0; if (str_eq(wb_pend_raw, EL_STR(""))) { _if_result_60 = (EL_STR("-1")); } else { _if_result_60 = (wb_pend_raw); } _if_result_60; });
el_val_t wb_drain_raw = json_get(act_stats, EL_STR("hebb_wb_drained"));
el_val_t wb_drain = ({ el_val_t _if_result_58 = 0; if (str_eq(wb_drain_raw, EL_STR(""))) { _if_result_58 = (EL_STR("-1")); } else { _if_result_58 = (wb_drain_raw); } _if_result_58; });
el_val_t wb_drain = ({ el_val_t _if_result_61 = 0; if (str_eq(wb_drain_raw, EL_STR(""))) { _if_result_61 = (EL_STR("-1")); } else { _if_result_61 = (wb_drain_raw); } _if_result_61; });
el_val_t wb_drop_raw = json_get(act_stats, EL_STR("hebb_wb_dropped"));
el_val_t wb_drop = ({ el_val_t _if_result_59 = 0; if (str_eq(wb_drop_raw, EL_STR(""))) { _if_result_59 = (EL_STR("-1")); } else { _if_result_59 = (wb_drop_raw); } _if_result_59; });
el_val_t wb_drop = ({ el_val_t _if_result_62 = 0; if (str_eq(wb_drop_raw, EL_STR(""))) { _if_result_62 = (EL_STR("-1")); } else { _if_result_62 = (wb_drop_raw); } _if_result_62; });
el_val_t wb_sent_raw = state_get(EL_STR("soul.hebb_wb_sent"));
el_val_t wb_sent = ({ el_val_t _if_result_60 = 0; if (str_eq(wb_sent_raw, EL_STR(""))) { _if_result_60 = (EL_STR("0")); } else { _if_result_60 = (wb_sent_raw); } _if_result_60; });
el_val_t wb_sent = ({ el_val_t _if_result_63 = 0; if (str_eq(wb_sent_raw, EL_STR(""))) { _if_result_63 = (EL_STR("0")); } else { _if_result_63 = (wb_sent_raw); } _if_result_63; });
el_val_t dup_wm_g_raw = json_get(act_stats, EL_STR("dup_wm_global"));
el_val_t dup_wm_g = ({ el_val_t _if_result_61 = 0; if (str_eq(dup_wm_g_raw, EL_STR(""))) { _if_result_61 = (EL_STR("-1")); } else { _if_result_61 = (dup_wm_g_raw); } _if_result_61; });
el_val_t dup_wm_g = ({ el_val_t _if_result_64 = 0; if (str_eq(dup_wm_g_raw, EL_STR(""))) { _if_result_64 = (EL_STR("-1")); } else { _if_result_64 = (dup_wm_g_raw); } _if_result_64; });
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_62 = 0; if (str_eq(act_brk_raw, EL_STR(""))) { _if_result_62 = (EL_STR("-1")); } else { _if_result_62 = (act_brk_raw); } _if_result_62; });
el_val_t act_brk = ({ el_val_t _if_result_65 = 0; if (str_eq(act_brk_raw, EL_STR(""))) { _if_result_65 = (EL_STR("-1")); } else { _if_result_65 = (act_brk_raw); } _if_result_65; });
el_val_t emb_cf_raw = json_get(act_stats, EL_STR("embed_consec_fail"));
el_val_t emb_cf = ({ el_val_t _if_result_63 = 0; if (str_eq(emb_cf_raw, EL_STR(""))) { _if_result_63 = (EL_STR("-1")); } else { _if_result_63 = (emb_cf_raw); } _if_result_63; });
el_val_t emb_cf = ({ el_val_t _if_result_66 = 0; if (str_eq(emb_cf_raw, EL_STR(""))) { _if_result_66 = (EL_STR("-1")); } else { _if_result_66 = (emb_cf_raw); } _if_result_66; });
el_val_t ctx_cos_raw = json_get(act_stats, EL_STR("ctx_cos"));
el_val_t ctx_cos = ({ el_val_t _if_result_64 = 0; if (str_eq(ctx_cos_raw, EL_STR(""))) { _if_result_64 = (EL_STR("-2")); } else { _if_result_64 = (ctx_cos_raw); } _if_result_64; });
el_val_t ctx_cos = ({ el_val_t _if_result_67 = 0; if (str_eq(ctx_cos_raw, EL_STR(""))) { _if_result_67 = (EL_STR("-2")); } else { _if_result_67 = (ctx_cos_raw); } _if_result_67; });
el_val_t dup_seeds_raw = json_get(act_stats, EL_STR("dup_seeds"));
el_val_t dup_seeds = ({ el_val_t _if_result_65 = 0; if (str_eq(dup_seeds_raw, EL_STR(""))) { _if_result_65 = (EL_STR("-1")); } else { _if_result_65 = (dup_seeds_raw); } _if_result_65; });
el_val_t dup_seeds = ({ el_val_t _if_result_68 = 0; if (str_eq(dup_seeds_raw, EL_STR(""))) { _if_result_68 = (EL_STR("-1")); } else { _if_result_68 = (dup_seeds_raw); } _if_result_68; });
el_val_t dup_wm_raw = json_get(act_stats, EL_STR("dup_wm"));
el_val_t dup_wm = ({ el_val_t _if_result_66 = 0; if (str_eq(dup_wm_raw, EL_STR(""))) { _if_result_66 = (EL_STR("-1")); } else { _if_result_66 = (dup_wm_raw); } _if_result_66; });
el_val_t dup_wm = ({ el_val_t _if_result_69 = 0; if (str_eq(dup_wm_raw, EL_STR(""))) { _if_result_69 = (EL_STR("-1")); } else { _if_result_69 = (dup_wm_raw); } _if_result_69; });
el_val_t txt_dmg_raw = json_get(act_stats, EL_STR("txt_damaged"));
el_val_t txt_dmg = ({ el_val_t _if_result_67 = 0; if (str_eq(txt_dmg_raw, EL_STR(""))) { _if_result_67 = (EL_STR("-1")); } else { _if_result_67 = (txt_dmg_raw); } _if_result_67; });
el_val_t txt_dmg = ({ el_val_t _if_result_70 = 0; if (str_eq(txt_dmg_raw, EL_STR(""))) { _if_result_70 = (EL_STR("-1")); } else { _if_result_70 = (txt_dmg_raw); } _if_result_70; });
el_val_t tc_raw = state_get(EL_STR("soul.txt_census_countdown"));
el_val_t tc_n = ({ el_val_t _if_result_68 = 0; if (str_eq(tc_raw, EL_STR(""))) { _if_result_68 = (0); } else { _if_result_68 = (str_to_int(tc_raw)); } _if_result_68; });
el_val_t tc_n = ({ el_val_t _if_result_71 = 0; if (str_eq(tc_raw, EL_STR(""))) { _if_result_71 = (0); } else { _if_result_71 = (str_to_int(tc_raw)); } _if_result_71; });
if (tc_n <= 0) {
el_val_t th_resp = http_get(el_str_concat(hb_engram_url, EL_STR("/api/text-health")));
el_val_t th_pct = json_get(th_resp, EL_STR("damaged_pct"));
@@ -312,14 +318,14 @@ el_val_t emit_heartbeat(void) {
state_set(EL_STR("soul.txt_census_countdown"), int_to_str((tc_n - 1)));
}
el_val_t dmg_pct_raw = state_get(EL_STR("soul.txt_damaged_pct"));
el_val_t dmg_pct = ({ el_val_t _if_result_69 = 0; if (str_eq(dmg_pct_raw, EL_STR(""))) { _if_result_69 = (EL_STR("-1")); } else { _if_result_69 = (dmg_pct_raw); } _if_result_69; });
el_val_t dmg_pct = ({ el_val_t _if_result_72 = 0; if (str_eq(dmg_pct_raw, EL_STR(""))) { _if_result_72 = (EL_STR("-1")); } else { _if_result_72 = (dmg_pct_raw); } _if_result_72; });
el_val_t dmg_n_raw = state_get(EL_STR("soul.txt_damaged_n"));
el_val_t dmg_n = ({ el_val_t _if_result_70 = 0; if (str_eq(dmg_n_raw, EL_STR(""))) { _if_result_70 = (EL_STR("-1")); } else { _if_result_70 = (dmg_n_raw); } _if_result_70; });
el_val_t dmg_n = ({ el_val_t _if_result_73 = 0; if (str_eq(dmg_n_raw, EL_STR(""))) { _if_result_73 = (EL_STR("-1")); } else { _if_result_73 = (dmg_n_raw); } _if_result_73; });
el_val_t dmg_scan_raw = state_get(EL_STR("soul.txt_scanned_n"));
el_val_t dmg_scan = ({ el_val_t _if_result_71 = 0; if (str_eq(dmg_scan_raw, EL_STR(""))) { _if_result_71 = (EL_STR("-1")); } else { _if_result_71 = (dmg_scan_raw); } _if_result_71; });
el_val_t dmg_scan = ({ el_val_t _if_result_74 = 0; if (str_eq(dmg_scan_raw, EL_STR(""))) { _if_result_74 = (EL_STR("-1")); } else { _if_result_74 = (dmg_scan_raw); } _if_result_74; });
el_val_t dmg_ts_raw = state_get(EL_STR("soul.txt_census_ts"));
el_val_t dmg_age = ({ el_val_t _if_result_72 = 0; if (str_eq(dmg_ts_raw, EL_STR(""))) { _if_result_72 = ((0 - 1)); } else { _if_result_72 = ((ts - str_to_int(dmg_ts_raw))); } _if_result_72; });
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_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(",\"auto_term_empty_streak\":")), int_to_str(hb_ate)), EL_STR(",\"embed_breaker_open\":")), act_brk), EL_STR(",\"ctx_cos\":")), ctx_cos), EL_STR(",\"dup_seeds\":")), dup_seeds), EL_STR(",\"dup_wm\":")), dup_wm), EL_STR(",\"dup_wm_global\":")), dup_wm_g), EL_STR(",\"hebb_warm\":")), hebb_warm), EL_STR(",\"hebb_max\":")), hebb_max), EL_STR(",\"hebb_links\":")), hebb_links), EL_STR(",\"hebb_cands\":")), hebb_cands), EL_STR(",\"hebb_cand_max\":")), hebb_cmax), EL_STR(",\"hebb_mass\":")), hebb_mass), EL_STR(",\"hebb_edges\":")), hebb_edges), EL_STR(",\"embed_consec_fail\":")), emb_cf), EL_STR(",\"txt_damaged_pct\":")), dmg_pct), EL_STR(",\"txt_damaged_n\":")), dmg_n), EL_STR(",\"txt_scanned_n\":")), dmg_scan), EL_STR(",\"txt_census_age_ms\":")), int_to_str(dmg_age)), EL_STR(",\"hebb_wb_pending\":")), wb_pend), EL_STR(",\"hebb_wb_drained\":")), wb_drain), EL_STR(",\"hebb_wb_dropped\":")), wb_drop), EL_STR(",\"hebb_wb_sent\":")), wb_sent), EL_STR(",\"ise_fail\":")), fail_str), EL_STR(",\"txt_damaged\":")), txt_dmg), EL_STR("}"));
el_val_t dmg_age = ({ el_val_t _if_result_75 = 0; if (str_eq(dmg_ts_raw, EL_STR(""))) { _if_result_75 = ((0 - 1)); } else { _if_result_75 = ((ts - str_to_int(dmg_ts_raw))); } _if_result_75; });
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_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(",\"evict_floor\":")), ev_floor), EL_STR(",\"evict_cap\":")), ev_cap), EL_STR(",\"evict_bll\":")), ev_bll), 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(",\"auto_term_empty_streak\":")), int_to_str(hb_ate)), EL_STR(",\"embed_breaker_open\":")), act_brk), EL_STR(",\"ctx_cos\":")), ctx_cos), EL_STR(",\"dup_seeds\":")), dup_seeds), EL_STR(",\"dup_wm\":")), dup_wm), EL_STR(",\"dup_wm_global\":")), dup_wm_g), EL_STR(",\"hebb_warm\":")), hebb_warm), EL_STR(",\"hebb_max\":")), hebb_max), EL_STR(",\"hebb_links\":")), hebb_links), EL_STR(",\"hebb_cands\":")), hebb_cands), EL_STR(",\"hebb_cand_max\":")), hebb_cmax), EL_STR(",\"hebb_mass\":")), hebb_mass), EL_STR(",\"hebb_edges\":")), hebb_edges), EL_STR(",\"embed_consec_fail\":")), emb_cf), EL_STR(",\"txt_damaged_pct\":")), dmg_pct), EL_STR(",\"txt_damaged_n\":")), dmg_n), EL_STR(",\"txt_scanned_n\":")), dmg_scan), EL_STR(",\"txt_census_age_ms\":")), int_to_str(dmg_age)), EL_STR(",\"hebb_wb_pending\":")), wb_pend), EL_STR(",\"hebb_wb_drained\":")), wb_drain), EL_STR(",\"hebb_wb_dropped\":")), wb_drop), EL_STR(",\"hebb_wb_sent\":")), wb_sent), EL_STR(",\"ise_fail\":")), fail_str), EL_STR(",\"txt_damaged\":")), txt_dmg), EL_STR("}"));
ise_post(payload);
return 0;
}
@@ -342,7 +348,7 @@ el_val_t auto_term_try_slot(el_val_t slot_type, el_val_t slot_id) {
if (!str_eq(slot_id, EL_STR(""))) {
el_val_t tabu = 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("|"), state_get(EL_STR("soul.tabu_t0"))), EL_STR("|")), state_get(EL_STR("soul.tabu_t1"))), EL_STR("|")), state_get(EL_STR("soul.tabu_t2"))), EL_STR("|")), state_get(EL_STR("soul.tabu_t3"))), EL_STR("|"));
el_val_t df_max = (engram_node_count() / 400);
el_val_t df_cap = ({ el_val_t _if_result_73 = 0; if ((df_max > 8)) { _if_result_73 = (df_max); } else { _if_result_73 = (8); } _if_result_73; });
el_val_t df_cap = ({ el_val_t _if_result_76 = 0; if ((df_max > 8)) { _if_result_76 = (df_max); } else { _if_result_76 = (8); } _if_result_76; });
el_val_t term = engram_salient_term(slot_id, df_cap, 1, tabu);
if (!str_eq(term, EL_STR(""))) {
state_set(EL_STR("_ats_gw"), EL_STR("0"));
@@ -508,18 +514,18 @@ el_val_t proactive_curiosity(void) {
auto_term_try_slot(json_get(wm10_n1, EL_STR("node_type")), json_get(wm10_n1, EL_STR("id")));
auto_term_try_slot(json_get(wm10_n0, EL_STR("node_type")), json_get(wm10_n0, EL_STR("id")));
el_val_t auto_term = state_get(EL_STR("cseed_auto"));
el_val_t results_auto = ({ el_val_t _if_result_74 = 0; if (str_eq(auto_term, EL_STR(""))) { _if_result_74 = (EL_STR("[]")); } else { _if_result_74 = (engram_activate_json(auto_term, 1)); } _if_result_74; });
el_val_t results_auto = ({ el_val_t _if_result_77 = 0; if (str_eq(auto_term, EL_STR(""))) { _if_result_77 = (EL_STR("[]")); } else { _if_result_77 = (engram_activate_json(auto_term, 1)); } _if_result_77; });
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_75 = 0; if (str_eq(atstreak_raw, EL_STR(""))) { _if_result_75 = (0); } else { _if_result_75 = (str_to_int(atstreak_raw)); } _if_result_75; });
el_val_t atstreak_prev = ({ el_val_t _if_result_78 = 0; if (str_eq(atstreak_raw, EL_STR(""))) { _if_result_78 = (0); } else { _if_result_78 = (str_to_int(atstreak_raw)); } _if_result_78; });
el_val_t is_empty = str_eq(auto_term, EL_STR(""));
el_val_t atstreak = ({ el_val_t _if_result_76 = 0; if (is_empty) { _if_result_76 = (0); } else { _if_result_76 = (({ el_val_t _if_result_77 = 0; if (str_eq(auto_term, prev_auto)) { _if_result_77 = ((atstreak_prev + 1)); } else { _if_result_77 = (1); } _if_result_77; })); } _if_result_76; });
el_val_t atstreak = ({ el_val_t _if_result_79 = 0; if (is_empty) { _if_result_79 = (0); } else { _if_result_79 = (({ el_val_t _if_result_80 = 0; if (str_eq(auto_term, prev_auto)) { _if_result_80 = ((atstreak_prev + 1)); } else { _if_result_80 = (1); } _if_result_80; })); } _if_result_79; });
el_val_t atempty_raw = state_get(EL_STR("soul.auto_term_empty_streak"));
el_val_t atempty_prev = ({ el_val_t _if_result_78 = 0; if (str_eq(atempty_raw, EL_STR(""))) { _if_result_78 = (0); } else { _if_result_78 = (str_to_int(atempty_raw)); } _if_result_78; });
el_val_t atempty = ({ el_val_t _if_result_79 = 0; if (is_empty) { _if_result_79 = ((atempty_prev + 1)); } else { _if_result_79 = (0); } _if_result_79; });
el_val_t atempty_prev = ({ el_val_t _if_result_81 = 0; if (str_eq(atempty_raw, EL_STR(""))) { _if_result_81 = (0); } else { _if_result_81 = (str_to_int(atempty_raw)); } _if_result_81; });
el_val_t atempty = ({ el_val_t _if_result_82 = 0; if (is_empty) { _if_result_82 = ((atempty_prev + 1)); } else { _if_result_82 = (0); } _if_result_82; });
state_set(EL_STR("soul.prev_auto_term"), auto_term);
state_set(EL_STR("soul.auto_term_streak"), int_to_str(atstreak));
state_set(EL_STR("soul.auto_term_empty_streak"), int_to_str(atempty));
@@ -714,16 +720,16 @@ el_val_t awareness_run(void) {
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_80 = 0; if (str_eq(tick_raw, EL_STR(""))) { _if_result_80 = (200); } else { _if_result_80 = (str_to_int(tick_raw)); } _if_result_80; });
el_val_t tick_ms = ({ el_val_t _if_result_83 = 0; if (str_eq(tick_raw, EL_STR(""))) { _if_result_83 = (200); } else { _if_result_83 = (str_to_int(tick_raw)); } _if_result_83; });
el_val_t beat_ms_raw = env(EL_STR("SOUL_HEARTBEAT_MS"));
el_val_t beat_ms = ({ el_val_t _if_result_81 = 0; if (str_eq(beat_ms_raw, EL_STR(""))) { _if_result_81 = (60000); } else { _if_result_81 = (str_to_int(beat_ms_raw)); } _if_result_81; });
el_val_t beat_ms = ({ el_val_t _if_result_84 = 0; if (str_eq(beat_ms_raw, EL_STR(""))) { _if_result_84 = (60000); } else { _if_result_84 = (str_to_int(beat_ms_raw)); } _if_result_84; });
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_82 = 0; if (str_eq(sd_boot_raw, EL_STR(""))) { _if_result_82 = (EL_STR("0")); } else { _if_result_82 = (sd_boot_raw); } _if_result_82; });
el_val_t sd_boot = ({ el_val_t _if_result_85 = 0; if (str_eq(sd_boot_raw, EL_STR(""))) { _if_result_85 = (EL_STR("0")); } else { _if_result_85 = (sd_boot_raw); } _if_result_85; });
el_val_t sd_wb = hebb_consolidate();
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_concat(el_str_concat(EL_STR("{\"event\":\"shutdown\",\"boot\":"), sd_boot), EL_STR(",\"pulse\":")), int_to_str(pulse_count())), EL_STR(",\"hebb_wb_sent\":")), int_to_str(sd_wb)), EL_STR(",\"uptime_ms\":")), int_to_str(elapsed_ms())), EL_STR(",\"ts\":")), int_to_str(time_now())), EL_STR("}")));
println(EL_STR("[awareness] exiting"));
@@ -740,7 +746,7 @@ el_val_t awareness_run(void) {
}
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_83 = 0; if (str_eq(last_beat_str, EL_STR(""))) { _if_result_83 = (0); } else { _if_result_83 = (str_to_int(last_beat_str)); } _if_result_83; });
el_val_t last_beat_ts = ({ el_val_t _if_result_86 = 0; if (str_eq(last_beat_str, EL_STR(""))) { _if_result_86 = (0); } else { _if_result_86 = (str_to_int(last_beat_str)); } _if_result_86; });
el_val_t beat_elapsed = (now_ts - last_beat_ts);
el_val_t should_beat = (beat_elapsed >= beat_ms);
if (should_beat) {
@@ -754,7 +760,7 @@ el_val_t awareness_run(void) {
}
}
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_84 = 0; if (str_eq(last_scan_str, EL_STR(""))) { _if_result_84 = (0); } else { _if_result_84 = (str_to_int(last_scan_str)); } _if_result_84; });
el_val_t last_scan_ts = ({ el_val_t _if_result_87 = 0; if (str_eq(last_scan_str, EL_STR(""))) { _if_result_87 = (0); } else { _if_result_87 = (str_to_int(last_scan_str)); } _if_result_87; });
el_val_t scan_elapsed = (now_ts - last_scan_ts);
el_val_t should_scan = (!did_work && (scan_elapsed >= scan_ms));
if (should_scan) {
@@ -762,15 +768,15 @@ el_val_t awareness_run(void) {
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_85 = 0; if (str_eq(refresh_ms_raw, EL_STR(""))) { _if_result_85 = (600000); } else { _if_result_85 = (str_to_int(refresh_ms_raw)); } _if_result_85; });
el_val_t refresh_ms = ({ el_val_t _if_result_88 = 0; if (str_eq(refresh_ms_raw, EL_STR(""))) { _if_result_88 = (600000); } else { _if_result_88 = (str_to_int(refresh_ms_raw)); } _if_result_88; });
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_86 = 0; if (str_eq(last_refresh_str, EL_STR(""))) { _if_result_86 = (0); } else { _if_result_86 = (str_to_int(last_refresh_str)); } _if_result_86; });
el_val_t last_refresh_ts = ({ el_val_t _if_result_89 = 0; if (str_eq(last_refresh_str, EL_STR(""))) { _if_result_89 = (0); } else { _if_result_89 = (str_to_int(last_refresh_str)); } _if_result_89; });
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_87 = 0; if (str_eq(sync_env_url, EL_STR(""))) { _if_result_87 = (state_get(EL_STR("soul_engram_url"))); } else { _if_result_87 = (sync_env_url); } _if_result_87; });
el_val_t engram_url = ({ el_val_t _if_result_88 = 0; if (str_eq(sync_state_url, EL_STR(""))) { _if_result_88 = (EL_STR("http://localhost:8742")); } else { _if_result_88 = (sync_state_url); } _if_result_88; });
el_val_t sync_state_url = ({ el_val_t _if_result_90 = 0; if (str_eq(sync_env_url, EL_STR(""))) { _if_result_90 = (state_get(EL_STR("soul_engram_url"))); } else { _if_result_90 = (sync_env_url); } _if_result_90; });
el_val_t engram_url = ({ el_val_t _if_result_91 = 0; if (str_eq(sync_state_url, EL_STR(""))) { _if_result_91 = (EL_STR("http://localhost:8742")); } else { _if_result_91 = (sync_state_url); } _if_result_91; });
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("{}")));
@@ -783,10 +789,10 @@ el_val_t awareness_run(void) {
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_89 = 0; if (str_eq(ret_raw, EL_STR(""))) { _if_result_89 = (172800000); } else { _if_result_89 = (str_to_int(ret_raw)); } _if_result_89; });
el_val_t ret_ms = ({ el_val_t _if_result_92 = 0; if (str_eq(ret_raw, EL_STR(""))) { _if_result_92 = (172800000); } else { _if_result_92 = (str_to_int(ret_raw)); } _if_result_92; });
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_90 = 0; if (str_eq(sat_raw, EL_STR(""))) { _if_result_90 = (0); } else { _if_result_90 = (str_to_int(sat_raw)); } _if_result_90; });
el_val_t sat_n = ({ el_val_t _if_result_93 = 0; if (str_eq(sat_raw, EL_STR(""))) { _if_result_93 = (0); } else { _if_result_93 = (str_to_int(sat_raw)); } _if_result_93; });
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));
@@ -812,78 +818,78 @@ el_val_t security_research_authorized(void) {
}
el_val_t threat_score_command(el_val_t cmd) {
el_val_t s1 = ({ el_val_t _if_result_91 = 0; if (str_contains(cmd, EL_STR("nmap"))) { _if_result_91 = (30); } else { _if_result_91 = (0); } _if_result_91; });
el_val_t s2 = ({ el_val_t _if_result_92 = 0; if (str_contains(cmd, EL_STR("masscan"))) { _if_result_92 = (40); } else { _if_result_92 = (0); } _if_result_92; });
el_val_t s3 = ({ el_val_t _if_result_93 = 0; if (str_contains(cmd, EL_STR(" nc "))) { _if_result_93 = (20); } else { _if_result_93 = (0); } _if_result_93; });
el_val_t s4 = ({ el_val_t _if_result_94 = 0; if (str_contains(cmd, EL_STR("netcat"))) { _if_result_94 = (20); } else { _if_result_94 = (0); } _if_result_94; });
el_val_t s5 = ({ el_val_t _if_result_95 = 0; if (str_contains(cmd, EL_STR("/etc/shadow"))) { _if_result_95 = (80); } else { _if_result_95 = (0); } _if_result_95; });
el_val_t s6 = ({ el_val_t _if_result_96 = 0; if (str_contains(cmd, EL_STR("/etc/passwd"))) { _if_result_96 = (30); } else { _if_result_96 = (0); } _if_result_96; });
el_val_t s7 = ({ el_val_t _if_result_97 = 0; if (str_contains(cmd, EL_STR("id_rsa"))) { _if_result_97 = (60); } else { _if_result_97 = (0); } _if_result_97; });
el_val_t s8 = ({ el_val_t _if_result_98 = 0; if (str_contains(cmd, EL_STR(".ssh/"))) { _if_result_98 = (50); } else { _if_result_98 = (0); } _if_result_98; });
el_val_t s9 = ({ el_val_t _if_result_99 = 0; if (str_contains(cmd, EL_STR("crontab"))) { _if_result_99 = (30); } else { _if_result_99 = (0); } _if_result_99; });
el_val_t s10 = ({ el_val_t _if_result_100 = 0; if (str_contains(cmd, EL_STR("LaunchDaemon"))) { _if_result_100 = (40); } else { _if_result_100 = (0); } _if_result_100; });
el_val_t s11 = ({ el_val_t _if_result_101 = 0; if ((str_contains(cmd, EL_STR("curl")) && str_contains(cmd, EL_STR("bash")))) { _if_result_101 = (75); } else { _if_result_101 = (0); } _if_result_101; });
el_val_t s12 = ({ el_val_t _if_result_102 = 0; if ((str_contains(cmd, EL_STR("wget")) && str_contains(cmd, EL_STR("bash")))) { _if_result_102 = (75); } else { _if_result_102 = (0); } _if_result_102; });
el_val_t s13 = ({ el_val_t _if_result_103 = 0; if ((str_contains(cmd, EL_STR("curl")) && str_contains(cmd, EL_STR("| sh")))) { _if_result_103 = (60); } else { _if_result_103 = (0); } _if_result_103; });
el_val_t s14 = ({ el_val_t _if_result_104 = 0; if ((str_contains(cmd, EL_STR("base64")) && str_contains(cmd, EL_STR("curl")))) { _if_result_104 = (50); } else { _if_result_104 = (0); } _if_result_104; });
el_val_t s15 = ({ el_val_t _if_result_105 = 0; if (str_contains(cmd, EL_STR("mkfifo"))) { _if_result_105 = (50); } else { _if_result_105 = (0); } _if_result_105; });
el_val_t s16 = ({ el_val_t _if_result_106 = 0; if (str_contains(cmd, EL_STR("chmod +s"))) { _if_result_106 = (70); } else { _if_result_106 = (0); } _if_result_106; });
el_val_t s17 = ({ el_val_t _if_result_107 = 0; if (str_contains(cmd, EL_STR("chmod 4755"))) { _if_result_107 = (70); } else { _if_result_107 = (0); } _if_result_107; });
el_val_t s1 = ({ el_val_t _if_result_94 = 0; if (str_contains(cmd, EL_STR("nmap"))) { _if_result_94 = (30); } else { _if_result_94 = (0); } _if_result_94; });
el_val_t s2 = ({ el_val_t _if_result_95 = 0; if (str_contains(cmd, EL_STR("masscan"))) { _if_result_95 = (40); } else { _if_result_95 = (0); } _if_result_95; });
el_val_t s3 = ({ el_val_t _if_result_96 = 0; if (str_contains(cmd, EL_STR(" nc "))) { _if_result_96 = (20); } else { _if_result_96 = (0); } _if_result_96; });
el_val_t s4 = ({ el_val_t _if_result_97 = 0; if (str_contains(cmd, EL_STR("netcat"))) { _if_result_97 = (20); } else { _if_result_97 = (0); } _if_result_97; });
el_val_t s5 = ({ el_val_t _if_result_98 = 0; if (str_contains(cmd, EL_STR("/etc/shadow"))) { _if_result_98 = (80); } else { _if_result_98 = (0); } _if_result_98; });
el_val_t s6 = ({ el_val_t _if_result_99 = 0; if (str_contains(cmd, EL_STR("/etc/passwd"))) { _if_result_99 = (30); } else { _if_result_99 = (0); } _if_result_99; });
el_val_t s7 = ({ el_val_t _if_result_100 = 0; if (str_contains(cmd, EL_STR("id_rsa"))) { _if_result_100 = (60); } else { _if_result_100 = (0); } _if_result_100; });
el_val_t s8 = ({ el_val_t _if_result_101 = 0; if (str_contains(cmd, EL_STR(".ssh/"))) { _if_result_101 = (50); } else { _if_result_101 = (0); } _if_result_101; });
el_val_t s9 = ({ el_val_t _if_result_102 = 0; if (str_contains(cmd, EL_STR("crontab"))) { _if_result_102 = (30); } else { _if_result_102 = (0); } _if_result_102; });
el_val_t s10 = ({ el_val_t _if_result_103 = 0; if (str_contains(cmd, EL_STR("LaunchDaemon"))) { _if_result_103 = (40); } else { _if_result_103 = (0); } _if_result_103; });
el_val_t s11 = ({ el_val_t _if_result_104 = 0; if ((str_contains(cmd, EL_STR("curl")) && str_contains(cmd, EL_STR("bash")))) { _if_result_104 = (75); } else { _if_result_104 = (0); } _if_result_104; });
el_val_t s12 = ({ el_val_t _if_result_105 = 0; if ((str_contains(cmd, EL_STR("wget")) && str_contains(cmd, EL_STR("bash")))) { _if_result_105 = (75); } else { _if_result_105 = (0); } _if_result_105; });
el_val_t s13 = ({ el_val_t _if_result_106 = 0; if ((str_contains(cmd, EL_STR("curl")) && str_contains(cmd, EL_STR("| sh")))) { _if_result_106 = (60); } else { _if_result_106 = (0); } _if_result_106; });
el_val_t s14 = ({ el_val_t _if_result_107 = 0; if ((str_contains(cmd, EL_STR("base64")) && str_contains(cmd, EL_STR("curl")))) { _if_result_107 = (50); } else { _if_result_107 = (0); } _if_result_107; });
el_val_t s15 = ({ el_val_t _if_result_108 = 0; if (str_contains(cmd, EL_STR("mkfifo"))) { _if_result_108 = (50); } else { _if_result_108 = (0); } _if_result_108; });
el_val_t s16 = ({ el_val_t _if_result_109 = 0; if (str_contains(cmd, EL_STR("chmod +s"))) { _if_result_109 = (70); } else { _if_result_109 = (0); } _if_result_109; });
el_val_t s17 = ({ el_val_t _if_result_110 = 0; if (str_contains(cmd, EL_STR("chmod 4755"))) { _if_result_110 = (70); } else { _if_result_110 = (0); } _if_result_110; });
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_108 = 0; if (str_starts_with(path, EL_STR("/etc/"))) { _if_result_108 = (60); } else { _if_result_108 = (0); } _if_result_108; });
el_val_t s2 = ({ el_val_t _if_result_109 = 0; if (str_contains(path, EL_STR("/.ssh/"))) { _if_result_109 = (70); } else { _if_result_109 = (0); } _if_result_109; });
el_val_t s3 = ({ el_val_t _if_result_110 = 0; if (str_contains(path, EL_STR("/LaunchDaemons/"))) { _if_result_110 = (80); } else { _if_result_110 = (0); } _if_result_110; });
el_val_t s4 = ({ el_val_t _if_result_111 = 0; if (str_contains(path, EL_STR("/LaunchAgents/"))) { _if_result_111 = (40); } else { _if_result_111 = (0); } _if_result_111; });
el_val_t s5 = ({ el_val_t _if_result_112 = 0; if (str_contains(path, EL_STR("/cron"))) { _if_result_112 = (60); } else { _if_result_112 = (0); } _if_result_112; });
el_val_t s6 = ({ el_val_t _if_result_113 = 0; if (str_contains(path, EL_STR("/.bashrc"))) { _if_result_113 = (35); } else { _if_result_113 = (0); } _if_result_113; });
el_val_t s7 = ({ el_val_t _if_result_114 = 0; if (str_contains(path, EL_STR("/.zshrc"))) { _if_result_114 = (35); } else { _if_result_114 = (0); } _if_result_114; });
el_val_t s8 = ({ el_val_t _if_result_115 = 0; if (str_contains(path, EL_STR("/.profile"))) { _if_result_115 = (35); } else { _if_result_115 = (0); } _if_result_115; });
el_val_t s9 = ({ el_val_t _if_result_116 = 0; if (str_starts_with(path, EL_STR("/usr/"))) { _if_result_116 = (50); } else { _if_result_116 = (0); } _if_result_116; });
el_val_t s10 = ({ el_val_t _if_result_117 = 0; if (str_starts_with(path, EL_STR("/bin/"))) { _if_result_117 = (70); } else { _if_result_117 = (0); } _if_result_117; });
el_val_t s11 = ({ el_val_t _if_result_118 = 0; if (str_starts_with(path, EL_STR("/sbin/"))) { _if_result_118 = (70); } else { _if_result_118 = (0); } _if_result_118; });
el_val_t s1 = ({ el_val_t _if_result_111 = 0; if (str_starts_with(path, EL_STR("/etc/"))) { _if_result_111 = (60); } else { _if_result_111 = (0); } _if_result_111; });
el_val_t s2 = ({ el_val_t _if_result_112 = 0; if (str_contains(path, EL_STR("/.ssh/"))) { _if_result_112 = (70); } else { _if_result_112 = (0); } _if_result_112; });
el_val_t s3 = ({ el_val_t _if_result_113 = 0; if (str_contains(path, EL_STR("/LaunchDaemons/"))) { _if_result_113 = (80); } else { _if_result_113 = (0); } _if_result_113; });
el_val_t s4 = ({ el_val_t _if_result_114 = 0; if (str_contains(path, EL_STR("/LaunchAgents/"))) { _if_result_114 = (40); } else { _if_result_114 = (0); } _if_result_114; });
el_val_t s5 = ({ el_val_t _if_result_115 = 0; if (str_contains(path, EL_STR("/cron"))) { _if_result_115 = (60); } else { _if_result_115 = (0); } _if_result_115; });
el_val_t s6 = ({ el_val_t _if_result_116 = 0; if (str_contains(path, EL_STR("/.bashrc"))) { _if_result_116 = (35); } else { _if_result_116 = (0); } _if_result_116; });
el_val_t s7 = ({ el_val_t _if_result_117 = 0; if (str_contains(path, EL_STR("/.zshrc"))) { _if_result_117 = (35); } else { _if_result_117 = (0); } _if_result_117; });
el_val_t s8 = ({ el_val_t _if_result_118 = 0; if (str_contains(path, EL_STR("/.profile"))) { _if_result_118 = (35); } else { _if_result_118 = (0); } _if_result_118; });
el_val_t s9 = ({ el_val_t _if_result_119 = 0; if (str_starts_with(path, EL_STR("/usr/"))) { _if_result_119 = (50); } else { _if_result_119 = (0); } _if_result_119; });
el_val_t s10 = ({ el_val_t _if_result_120 = 0; if (str_starts_with(path, EL_STR("/bin/"))) { _if_result_120 = (70); } else { _if_result_120 = (0); } _if_result_120; });
el_val_t s11 = ({ el_val_t _if_result_121 = 0; if (str_starts_with(path, EL_STR("/sbin/"))) { _if_result_121 = (70); } else { _if_result_121 = (0); } _if_result_121; });
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_119 = 0; if (str_contains(history, EL_STR("port scan"))) { _if_result_119 = (15); } else { _if_result_119 = (0); } _if_result_119; });
el_val_t s2 = ({ el_val_t _if_result_120 = 0; if (str_contains(history, EL_STR("enumerate"))) { _if_result_120 = (10); } else { _if_result_120 = (0); } _if_result_120; });
el_val_t s3 = ({ el_val_t _if_result_121 = 0; if (str_contains(history, EL_STR("exploit"))) { _if_result_121 = (20); } else { _if_result_121 = (0); } _if_result_121; });
el_val_t s4 = ({ el_val_t _if_result_122 = 0; if (str_contains(history, EL_STR("payload"))) { _if_result_122 = (15); } else { _if_result_122 = (0); } _if_result_122; });
el_val_t s5 = ({ el_val_t _if_result_123 = 0; if (str_contains(history, EL_STR("persistence"))) { _if_result_123 = (15); } else { _if_result_123 = (0); } _if_result_123; });
el_val_t s6 = ({ el_val_t _if_result_124 = 0; if (str_contains(history, EL_STR("lateral movement"))) { _if_result_124 = (25); } else { _if_result_124 = (0); } _if_result_124; });
el_val_t s7 = ({ el_val_t _if_result_125 = 0; if (str_contains(history, EL_STR("privilege escalation"))) { _if_result_125 = (25); } else { _if_result_125 = (0); } _if_result_125; });
el_val_t s8 = ({ el_val_t _if_result_126 = 0; if (str_contains(history, EL_STR("reverse shell"))) { _if_result_126 = (40); } else { _if_result_126 = (0); } _if_result_126; });
el_val_t s9 = ({ el_val_t _if_result_127 = 0; if (str_contains(history, EL_STR("bind shell"))) { _if_result_127 = (40); } else { _if_result_127 = (0); } _if_result_127; });
el_val_t s10 = ({ el_val_t _if_result_128 = 0; if (str_contains(history, EL_STR("command and control"))) { _if_result_128 = (35); } else { _if_result_128 = (0); } _if_result_128; });
el_val_t s11 = ({ el_val_t _if_result_129 = 0; if (str_contains(history, EL_STR("self-replicate"))) { _if_result_129 = (45); } else { _if_result_129 = (0); } _if_result_129; });
el_val_t s12 = ({ el_val_t _if_result_130 = 0; if (str_contains(history, EL_STR("propagat"))) { _if_result_130 = (20); } else { _if_result_130 = (0); } _if_result_130; });
el_val_t s13 = ({ el_val_t _if_result_131 = 0; if (str_contains(history, EL_STR("ransomware"))) { _if_result_131 = (30); } else { _if_result_131 = (0); } _if_result_131; });
el_val_t s14 = ({ el_val_t _if_result_132 = 0; if (str_contains(history, EL_STR("encrypt files"))) { _if_result_132 = (40); } else { _if_result_132 = (0); } _if_result_132; });
el_val_t s15 = ({ el_val_t _if_result_133 = 0; if (str_contains(history, EL_STR("exfiltrat"))) { _if_result_133 = (35); } else { _if_result_133 = (0); } _if_result_133; });
el_val_t s16 = ({ el_val_t _if_result_134 = 0; if (str_contains(history, EL_STR("zero-day"))) { _if_result_134 = (20); } else { _if_result_134 = (0); } _if_result_134; });
el_val_t s17 = ({ el_val_t _if_result_135 = 0; if (str_contains(history, EL_STR("rootkit"))) { _if_result_135 = (45); } else { _if_result_135 = (0); } _if_result_135; });
el_val_t s18 = ({ el_val_t _if_result_136 = 0; if (str_contains(history, EL_STR("keylogger"))) { _if_result_136 = (45); } else { _if_result_136 = (0); } _if_result_136; });
el_val_t s19 = ({ el_val_t _if_result_137 = 0; if (str_contains(history, EL_STR("botnet"))) { _if_result_137 = (40); } else { _if_result_137 = (0); } _if_result_137; });
el_val_t s20 = ({ el_val_t _if_result_138 = 0; if (str_contains(history, EL_STR("malware"))) { _if_result_138 = (15); } else { _if_result_138 = (0); } _if_result_138; });
el_val_t s1 = ({ el_val_t _if_result_122 = 0; if (str_contains(history, EL_STR("port scan"))) { _if_result_122 = (15); } else { _if_result_122 = (0); } _if_result_122; });
el_val_t s2 = ({ el_val_t _if_result_123 = 0; if (str_contains(history, EL_STR("enumerate"))) { _if_result_123 = (10); } else { _if_result_123 = (0); } _if_result_123; });
el_val_t s3 = ({ el_val_t _if_result_124 = 0; if (str_contains(history, EL_STR("exploit"))) { _if_result_124 = (20); } else { _if_result_124 = (0); } _if_result_124; });
el_val_t s4 = ({ el_val_t _if_result_125 = 0; if (str_contains(history, EL_STR("payload"))) { _if_result_125 = (15); } else { _if_result_125 = (0); } _if_result_125; });
el_val_t s5 = ({ el_val_t _if_result_126 = 0; if (str_contains(history, EL_STR("persistence"))) { _if_result_126 = (15); } else { _if_result_126 = (0); } _if_result_126; });
el_val_t s6 = ({ el_val_t _if_result_127 = 0; if (str_contains(history, EL_STR("lateral movement"))) { _if_result_127 = (25); } else { _if_result_127 = (0); } _if_result_127; });
el_val_t s7 = ({ el_val_t _if_result_128 = 0; if (str_contains(history, EL_STR("privilege escalation"))) { _if_result_128 = (25); } else { _if_result_128 = (0); } _if_result_128; });
el_val_t s8 = ({ el_val_t _if_result_129 = 0; if (str_contains(history, EL_STR("reverse shell"))) { _if_result_129 = (40); } else { _if_result_129 = (0); } _if_result_129; });
el_val_t s9 = ({ el_val_t _if_result_130 = 0; if (str_contains(history, EL_STR("bind shell"))) { _if_result_130 = (40); } else { _if_result_130 = (0); } _if_result_130; });
el_val_t s10 = ({ el_val_t _if_result_131 = 0; if (str_contains(history, EL_STR("command and control"))) { _if_result_131 = (35); } else { _if_result_131 = (0); } _if_result_131; });
el_val_t s11 = ({ el_val_t _if_result_132 = 0; if (str_contains(history, EL_STR("self-replicate"))) { _if_result_132 = (45); } else { _if_result_132 = (0); } _if_result_132; });
el_val_t s12 = ({ el_val_t _if_result_133 = 0; if (str_contains(history, EL_STR("propagat"))) { _if_result_133 = (20); } else { _if_result_133 = (0); } _if_result_133; });
el_val_t s13 = ({ el_val_t _if_result_134 = 0; if (str_contains(history, EL_STR("ransomware"))) { _if_result_134 = (30); } else { _if_result_134 = (0); } _if_result_134; });
el_val_t s14 = ({ el_val_t _if_result_135 = 0; if (str_contains(history, EL_STR("encrypt files"))) { _if_result_135 = (40); } else { _if_result_135 = (0); } _if_result_135; });
el_val_t s15 = ({ el_val_t _if_result_136 = 0; if (str_contains(history, EL_STR("exfiltrat"))) { _if_result_136 = (35); } else { _if_result_136 = (0); } _if_result_136; });
el_val_t s16 = ({ el_val_t _if_result_137 = 0; if (str_contains(history, EL_STR("zero-day"))) { _if_result_137 = (20); } else { _if_result_137 = (0); } _if_result_137; });
el_val_t s17 = ({ el_val_t _if_result_138 = 0; if (str_contains(history, EL_STR("rootkit"))) { _if_result_138 = (45); } else { _if_result_138 = (0); } _if_result_138; });
el_val_t s18 = ({ el_val_t _if_result_139 = 0; if (str_contains(history, EL_STR("keylogger"))) { _if_result_139 = (45); } else { _if_result_139 = (0); } _if_result_139; });
el_val_t s19 = ({ el_val_t _if_result_140 = 0; if (str_contains(history, EL_STR("botnet"))) { _if_result_140 = (40); } else { _if_result_140 = (0); } _if_result_140; });
el_val_t s20 = ({ el_val_t _if_result_141 = 0; if (str_contains(history, EL_STR("malware"))) { _if_result_141 = (15); } else { _if_result_141 = (0); } _if_result_141; });
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_139 = 0; if (str_eq(tool_name, EL_STR("run_command"))) { el_val_t cmd = json_get(tool_input, EL_STR("command")); _if_result_139 = (threat_score_command(cmd)); } else { _if_result_139 = (({ el_val_t _if_result_140 = 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_140 = (threat_score_path(path)); } else { _if_result_140 = (0); } _if_result_140; })); } _if_result_139; });
el_val_t computed_tool_score = ({ el_val_t _if_result_142 = 0; if (str_eq(tool_name, EL_STR("run_command"))) { el_val_t cmd = json_get(tool_input, EL_STR("command")); _if_result_142 = (threat_score_command(cmd)); } else { _if_result_142 = (({ el_val_t _if_result_143 = 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_143 = (threat_score_path(path)); } else { _if_result_143 = (0); } _if_result_143; })); } _if_result_142; });
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_141 = 0; if (security_research_authorized()) { _if_result_141 = (EL_STR("true")); } else { _if_result_141 = (EL_STR("false")); } _if_result_141; });
el_val_t authorized_str = ({ el_val_t _if_result_144 = 0; if (security_research_authorized()) { _if_result_144 = (EL_STR("true")); } else { _if_result_144 = (EL_STR("false")); } _if_result_144; });
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);
@@ -900,7 +906,7 @@ el_val_t threat_history_append(el_val_t text) {
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_142 = 0; if ((len > 2000)) { _if_result_142 = (str_slice(combined, (len - 2000), len)); } else { _if_result_142 = (combined); } _if_result_142; });
el_val_t trimmed = ({ el_val_t _if_result_145 = 0; if ((len > 2000)) { _if_result_145 = (str_slice(combined, (len - 2000), len)); } else { _if_result_145 = (combined); } _if_result_145; });
state_set(EL_STR("agentic_conv_history"), trimmed);
return 0;
}