code wiki / reader
topic: reader
43 modules sharing the reader name family (derived from the tree's prefix discipline).
The 'reader' topic family in the Nishi sovereign ecosystem supports the operation and maintenance of the reader system, integrating document handling, neural processing, and census tracking. Modules like _reader_open_authored manage the e-reader's document interaction, nx_reader_attn_gate implements neural passage reading with dot-product attention, and nx_reader_census_store maintains the census data within the sovereign seg-store, ensuring consistent and secure tracking of reader activity and library metrics.
auto-narrated by the local model from this topic's module headers; links verified against the wiki index.
narrated overview -- maintained by the narration lane, module links verified against this wiki.
| module | description | lines | funcs |
|---|---|---|---|
| _reader_open_authored.nx | e-reader open-document happy path, bits-up | 19 | 6 |
| nx_reader_arc_health.nx | the MECHANIZED "no tech debt" proof for the whole reader/library arc (operator | 87 | 5 |
| nx_reader_attn_gate.nx | RUNG 1 of the NEURAL PASSAGE READER arc (deep-research R2). Proves DOT-PRODUCT | 250 | 9 |
| nx_reader_census.nx | the reader S-class CENSUS as a CODE-DEFINED SEED into the sovereign seg-store | 115 | 4 |
| nx_reader_census_gate.nx | 66 | 3 | |
| nx_reader_census_store.nx | LIB: the reader S-class CENSUS in the SOVEREIGN seg-store (knowledge/store/rcen-*, | 54 | 5 |
| nx_reader_coordinate.nx | COORDINATE WITH THE NISHI TEAM (operator 2026-06-21: "keep going and coordinate with | 65 | 7 |
| nx_reader_diag.nx | run the EXACT live manga-download command ON THE NAS (from the reader daemon's own working | 86 | 7 |
| nx_reader_exceed_census.nx | HONEST measured landscape census: where does the NISHI READER/LIBRARY stand vs | 130 | 5 |
| nx_reader_exceed_gate.nx | MEASURED exceed scorecard for the Nishi reader (no-wave, organ-graded, never | 155 | 10 |
| nx_reader_library.nx | R1 of the shared/personal LIBRARY arc (operator 2026-07-02: "the library should have a | 195 | 10 |
| nx_reader_library_gate.nx | 109 | 7 | |
| nx_reader_list_test.nx | DEFINITIVE check that /api/personal (rl_list_personal_json) returns a user's books. | 12 | 1 |
| nx_reader_liveness.nx | ACTIVE BUILT-vs-LIVE auditor for the sovereign Library reader. | 97 | 8 |
| nx_reader_mlp_gate.nx | NEURAL-READER RUNG 1: prove the sovereign autograd (nx_autograd) can TRAIN a | 230 | 9 |
| nx_reader_mlp_train.nx | NEURAL-READER RUNG 2: train the span-reader scorer as an MLP on nx_autograd over | 346 | 8 |
| nx_reader_page.nx | the SOVEREIGN emitter for the reader last-mile (R-EMIT: closes the hardware-rung-up gap | 58 | 6 |
| nx_reader_page_gate.nx | 89 | 9 | |
| nx_reader_page_prep.nx | one-shot per-page PREP for the intelligent-zoom reader: compose the two gated libs | 41 | 4 |
| nx_reader_panels.nx | SOVEREIGN comic/manga PANEL DETECTOR (reader census SC04 guided-view auto panel | 341 | 13 |
| nx_reader_panels_gate.nx | 133 | 6 | |
| nx_reader_quantize_gate.nx | R4 of the neural-reader arc: QUANTIZE-AFTER. Takes the f32-TRAINED reader | 387 | 14 |
| nx_reader_render.nx | SOVEREIGN, ZERO-JAVASCRIPT reader. Operator law: "we shouldn't be using js -- we want | 456 | 15 |
| nx_reader_render_gate.nx | 116 | 6 | |
| nx_reader_research_fetch.nx | the Nishi RESEARCHER's sovereign web-fetch for the S-CLASS READER / LIBRARY arc. | 139 | 5 |
| nx_reader_rows_tsv.nx | dump the first N rows of reader_rows.bin (the real SQuAD q/ctx/gold triples the | 71 | 4 |
| nx_reader_ruler_adversary_gate.nx | ADVERSARY + CRITIC pass on the READER F1 RULER, independently | 120 | 6 |
| nx_reader_sclass_coverage.nx | measures the Nishi reader's coverage of the S-class target (Reader-arc). | 111 | 5 |
| nx_reader_sov.nx | shared FAIL-CLOSED sovereignty predicate for the reader last-mile. | 25 | 4 |
| nx_reader_sovereignty_gate.nx | mechanical proof the reader last-mile (reader.html) has ZERO third-party bleed | 47 | 6 |
| nx_reader_span_gate.nx | RUNG 2 of the NEURAL PASSAGE READER arc (deep-research R2): the READER-SHAPED | 291 | 12 |
| nx_reader_squad_f32_gate.nx | R3e of the NEURAL PASSAGE READER arc: TRAIN-ON-F32 (quantize-after comes | 708 | 23 |
| nx_reader_squad_gate.nx | RUNG 3 (a/b/c) of the NEURAL PASSAGE READER arc: the reader trains on REAL SQuAD. | 546 | 17 |
| nx_reader_sync.nx | R1 SYNC SPINE (beat-Kindle ladder #1; census cells SC01/SC37): per-USER cross-device | 250 | 9 |
| nx_reader_sync_gate.nx | 205 | 12 | |
| nx_reader_tcb_exceed.nx | READER-EXCEEDS-CALIBRE-WEB measured TCB panel (Reader-arc RUNG 4, the | 193 | 12 |
| nx_reader_tile.nx | SOVEREIGN tiled-pyramid emitter (reader census gap: DZI/IIIF-class smooth mobile zoom of | 158 | 6 |
| nx_reader_tile_gate.nx | 111 | 5 | |
| nx_reader_xray.nx | SOVEREIGN, ZERO-DEPENDENCY, book-INTRINSIC X-Ray. Operator law: attack the BEHIND "aids | 436 | 19 |
| nx_reader_xray_gate.nx | liar-kill gate for the sovereign book-intrinsic X-Ray (nx_reader_xray). | 141 | 9 |
| nx_reader_zoom_emit.nx | EMITS the sovereign INTELLIGENT-ZOOM viewer (census SC17 auto-zoom-to-panel + the | 228 | 6 |
| nx_reader_zoomserve.nx | the reader daemon's INTELLIGENT-ZOOM prep endpoint (lib; the lib+gate split so | 191 | 11 |
| nx_reader_zoomserve_gate.nx | 167 | 6 |