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1// nx_maint_research_fetch.nx -- SOVEREIGN multi-source web-fetch to RESEARCH how 2// S-class systems CLOSE THE FEEDBACK LOOP on physical things (wear/design/ 3// capability), so the maintenance platform can be SIMULATED + proven in software 4// (no IRL spend) and EXCEED open-loop tools like OBD (which only throw errors and 5// need a chain of 3rd parties to be meaningful/actionable/reproducible). 6// 7// Operator (2026-06-23): "use nishi researcher to see how s class close the 8// feedback loops on physical things ... full learning loop ... simulate ... till 9// proven via modeling." Mirrors nx_iot_research_fetch: own TLS-1.3 + Mozilla CA 10// store, saves each source to knowledge/fetched/maint_*.raw (research COMPOUNDS, 11// >=2-source cite). 100% sovereign (no curl/wget/gcc). Idempotent have-skip. 12// 13// Axes = what a CLOSED-LOOP, SIMULATE-FIRST maintenance platform must learn: 14// (A) DIGITAL TWIN / SIMULATION (model the physical asset in software) 15// (B) FEEDBACK / CLOSED-LOOP CONTROL (the loop itself: observe->act->observe) 16// (C) PREDICTIVE MAINTENANCE / PROGNOSTICS (the maintenance learning loop, RUL) 17// (D) OPEN-LOOP DIAGNOSTICS (OBD) (what we EXCEED -- errors w/o a closed loop) 18// (E) LEARNING / WEAR MODELING (system-id, state estimation, failure rate) 19// expect_exit: 0 license_tier: ORIGINAL 20import "nx_syscalls.nx" 21import "nx_x509_trust_store.nx" 22import "nx_trust_store_load_from_certdata.nx" 23import "nx_https_fetch_follow.nx" 24const K_MAGIC_4194304: i64 = 4194304 25const K_MAGIC_8388608: i64 = 8388608 26 27func gf_puts(s: *u8) -> i64 { var n: i64 = 0; while s[n] != (0 as u8) { n = n + 1 } sys_write(1, s, n); return 0 } 28func gf_putn(v: i64) -> i64 { 29 if v == 0 { sys_write(1, "0" as *u8, 1); return 0 } 30 var m: i64 = v 31 if m < 0 { sys_write(1, "-" as *u8, 1); m = 0 - m } 32 let d: *u8 = sys_mmap(24); var k: i64 = 0 33 while m > 0 { d[k] = (48 + (m % 10)) as u8; m = m / 10; k = k + 1 } 34 var j: i64 = k - 1 35 while j >= 0 { sys_write(1, ((d as i64)+j) as *u8, 1); j = j - 1 } 36 return 0 37} 38func have_file(path: *u8) -> i64 { 39 let fd: i64 = sys_openat_rd(path) 40 if fd < 0 { return 0 } 41 sys_close(fd) 42 return 1 43} 44func fetch_save(url: *u8, opath: *u8, store: *TrustStore, out: *u8, cap: i64) -> i64 { 45 if have_file(opath) == 1 { gf_puts(opath); gf_puts(" [have-skip]\n"); return 1 } 46 let status: *i64 = sys_mmap(8) as *i64 47 let n: i64 = nx_https_fetch_follow(url, store, out, cap, 6, status) 48 gf_puts(url); gf_puts(" status="); gf_putn(status[0]); gf_puts(" bytes="); gf_putn(n) 49 if n <= 0 { gf_puts(" FETCH-FAIL\n"); return 0 } 50 var gz: i64 = 0 51 if n >= 2 { if out[0] == 0x1f as u8 { if out[1] == 0x8b as u8 { gz = 1 } } } 52 if gz == 1 { gf_puts(" [GZIP-skip]\n"); return 0 } 53 let fd: i64 = sys_openat_wr(opath, 0x1a4) 54 if fd < 0 { gf_puts(" SAVE-FAIL\n"); return 0 } 55 sys_write(fd, out, n) 56 sys_close(fd) 57 gf_puts(" SAVED\n") 58 return 1 59} 60 61func main() -> i64 { 62 let r: i64 = nx_trust_store_load_from_certdata("data/mozilla_certdata.txt" as *u8, 512, K_MAGIC_4194304) 63 if r <= 0 { gf_puts("MAINT-RESEARCH: certdata load failed\n"); return 1 } 64 let store: *TrustStore = r as *TrustStore 65 gf_puts("CA roots="); gf_putn(trust_store_count(store)); gf_puts("\n") 66 let cap: i64 = K_MAGIC_8388608 67 let out: *u8 = sys_mmap(cap) 68 var ok: i64 = 0 69 70 gf_puts("== A. DIGITAL TWIN / SIMULATION (model the asset in software) ==\n") 71 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Digital_twin" as *u8, "knowledge/fetched/maint_a_digitaltwin.raw" as *u8, store, out, cap) 72 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Computer_simulation" as *u8, "knowledge/fetched/maint_a_simulation.raw" as *u8, store, out, cap) 73 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Model-based_design" as *u8, "knowledge/fetched/maint_a_mbd.raw" as *u8, store, out, cap) 74 75 gf_puts("== B. FEEDBACK / CLOSED-LOOP CONTROL (the loop itself) ==\n") 76 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Control_loop" as *u8, "knowledge/fetched/maint_b_controlloop.raw" as *u8, store, out, cap) 77 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Feedback" as *u8, "knowledge/fetched/maint_b_feedback.raw" as *u8, store, out, cap) 78 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Control_theory" as *u8, "knowledge/fetched/maint_b_controltheory.raw" as *u8, store, out, cap) 79 ok = ok + fetch_save("https://en.wikipedia.org/wiki/PID_controller" as *u8, "knowledge/fetched/maint_b_pid.raw" as *u8, store, out, cap) 80 81 gf_puts("== C. PREDICTIVE MAINTENANCE / PROGNOSTICS (the maintenance learning loop) ==\n") 82 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Predictive_maintenance" as *u8, "knowledge/fetched/maint_c_pdm.raw" as *u8, store, out, cap) 83 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Condition_monitoring" as *u8, "knowledge/fetched/maint_c_condmon.raw" as *u8, store, out, cap) 84 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Prognostics" as *u8, "knowledge/fetched/maint_c_prognostics.raw" as *u8, store, out, cap) 85 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Reliability-centered_maintenance" as *u8, "knowledge/fetched/maint_c_rcm.raw" as *u8, store, out, cap) 86 87 gf_puts("== D. OPEN-LOOP DIAGNOSTICS (OBD -- what we EXCEED) ==\n") 88 ok = ok + fetch_save("https://en.wikipedia.org/wiki/On-board_diagnostics" as *u8, "knowledge/fetched/maint_d_obd.raw" as *u8, store, out, cap) 89 90 gf_puts("== E. LEARNING / WEAR MODELING (system-id, state estimation, failure rate) ==\n") 91 ok = ok + fetch_save("https://en.wikipedia.org/wiki/System_identification" as *u8, "knowledge/fetched/maint_e_sysid.raw" as *u8, store, out, cap) 92 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Kalman_filter" as *u8, "knowledge/fetched/maint_e_kalman.raw" as *u8, store, out, cap) 93 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Reliability_engineering" as *u8, "knowledge/fetched/maint_e_reliability.raw" as *u8, store, out, cap) 94 ok = ok + fetch_save("https://en.wikipedia.org/wiki/Bathtub_curve" as *u8, "knowledge/fetched/maint_e_bathtub.raw" as *u8, store, out, cap) 95 96 gf_puts("READABLE SOURCES SAVED: "); gf_putn(ok); gf_puts(" / 17\n") 97 return 0 98}