topic: research

110 modules sharing the research name family (derived from the tree's prefix discipline).

The 'research' topic family in the Nishi sovereign ecosystem supports structured, autonomous, and citable research workflows. It integrates the _research_run pipeline for end-to-end execution, nx_research_answer for generating grounded outputs, and nx_research_auto for self-driving inquiry. These modules enable a system where research is both data-driven and knowledge-accumulative, with nx_research_backlog managing prioritized topics and nx_research_auto_test ensuring reliability. The family fosters a continuous, evidence-based research cycle within the ecosystem.

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
_research_run.nx	end-to-end research pipeline runner (the SOVEREIGN half).	24	3
nx_research_answer.nx	GROUNDED, CITED research-answer primitive: "research that cannot hallucinate."	115	7
nx_research_auto.nx	the AUTONOMOUS research loop (operator: "keep building the teams ability to	51	1
nx_research_auto_test.nx	ACCEPTANCE GATE for the autonomous research loop. Proves the team	63	4
nx_research_autodrive.nx	the autonomous research loop WIRED TO REAL DATA: the system's own genealogy.	87	5
nx_research_backlog.nx	the RESEARCHER's TOPIC BACKLOG (operator: "id like the researcher to be	76	7
nx_research_backlog_test.nx	ACCEPTANCE GATE for the Researcher's gap-prioritized topic backlog.	75	3
nx_research_basis.nx	the RESEARCHER leg as a real, growable, CITED knowledge	69	4
nx_research_basis_test.nx	proves the Researcher's knowledge base: every	44	2
nx_research_benchmark.nx	the Nishi REFEREE independently benchmarks the team's deep-research vs Claude's	83	8
nx_research_chem_gate.nx	the research-engine reproducibility loop in a SECOND domain: CHEMISTRY (operator:	66	7
nx_research_chem_parse_gate.nx	broaden the chemistry discoverer from hardcoded element-matrices to a real	172	18
nx_research_chipfab.nx	the NISHI RESEARCHER handling the chip-fab arc (operator: "i want you	92	10
nx_research_chipfab_test.nx	ACCEPTANCE GATE for the Researcher's chip-fab arc.	42	3
nx_research_cleanup.nx	SOVEREIGN deletion of the 7 copy-paste nx_*_research_fetch organs, now SUPERSEDED by	31	6
nx_research_conduct.nx	the NISHI-NATIVE autonomy wiring: admit the research CYCLE through the CONDUCTOR	43	3
nx_research_corroborate.nx	the research DEPTH-rigor layer: independent	124	7
nx_research_corroborate_gate.nx	liar-kill gate for research corroboration.	43	1
nx_research_critic.nx	run the NISHI CRITIC (nx_critic: Popper/Kuhn/Lakatos adversarial-scientific grading)	68	5
nx_research_crossval.nx	MULTI-SOURCE CROSS-VALIDATION: the one refutation sub-axis peers lead (the matrix:	147	3
nx_research_crossval_gate.nx	gate for nx_research_crossval (multi-source cross-validation, the refutation	222	7
nx_research_cycle.nx	THE AUTONOMOUS SELF-IMPROVING CYCLE. One invocation runs the whole researcher loop in	85	6
nx_research_deliver.nx	close the DELIVERY loop for ONE section (the researcher), honestly. The	97	9
nx_research_digest.nx	end-to-end EXTRACTIVE research digest (sovereign,	70	2
nx_research_digest_gate.nx	end-to-end digest on a controlled corpus.	104	2
nx_research_discover_chem_gate.nx	DISCOVERY in CHEMISTRY (operator: "discover new capabilities through	106	9
nx_research_discover_gate.nx	the research loop crosses from REPRODUCTION to DISCOVERY (operator:	211	19
nx_research_discover_matmul_gate.nx	DISCOVERY widened to the matrix-multiplication family, the direct	256	20
nx_research_discover_phys_gate.nx	DISCOVERY in PHYSICS, completing the math+chem+physics symmetry	99	8
nx_research_dynamics2_gate.nx	the time-stepping dynamics substrate scales to a MULTI-DOF system: two	81	9
nx_research_dynamics_gate.nx	TIME-STEPPING dynamics simulation, sovereign + fixed-point (no float), with a	94	8
nx_research_engine.nx	the SHARED sovereign research fetch->extract->bank ENGINE. Rule-15 DRY: ONE copy of the	351	28
nx_research_engine_gate.nx	s-class gate for the shared research engine (nx_research_engine). Proves the	60	5
nx_research_exceed.nx	the head-to-head SCOREBOARD proving the Nishi researcher S-class EXCEEDS	97	7
nx_research_exceed_register.nx	GOVERNED registration of the head-to-head exceed scoreboard.	46	2
nx_research_exceed_test.nx	ACCEPTANCE GATE for the head-to-head scoreboard. Uses the REAL	71	3
nx_research_extract.nx	the Researcher's EXTRACT stage: parse FACTS from fetched text by PATTERN	59	6
nx_research_extract_sovereign_test.nx	the SOVEREIGN half of the	77	3
nx_research_fetch.nx	the Nishi RESEARCHER's sovereign web-fetch for the SPEED / BEAT-CUDA arc. Reuses the	113	5
nx_research_fetch_cli.nx	the RUNNABLE DRIVER for rf_fetch_bank.	95	3
nx_research_fetch_ext.nx	DYNAMIC / GROWABLE fetch extensions (operator 2026-07-07: "make the fetcher	97	4
nx_research_fetch_test.nx	the RESEARCHER actually does FETCH + EXTRACT (no Claude limiting).	44	3
nx_research_fetch_wiki_test.nx	SOVEREIGN research-target fetch.	133	2
nx_research_flip_discover_gate.nx	the FLAGSHIP discovery: genuinely DISCOVER a faster matrix-multiplication	214	15
nx_research_flip_scale_gate.nx	does the sovereign flip-graph discoverer SCALE past the 2x2 toy case?	180	15
nx_research_flow_gate.nx	TEETH for the rivers-to-ocean research surface.	155	6
nx_research_fork_fetch.nx	RESEARCHER GROWTH rung: PROCESS-ISOLATED fetch. Each source is fetched in a FORKED	82	7
nx_research_freshness.nx	AUTONOMOUS FRESHNESS REVIEW on a cadence. Previously-researched veins get	191	10
nx_research_gaps.nx	THE CLEAN OPEN-GAPS DIGEST (the actionable feedback signal to operator + Claude). The	96	6
nx_research_gate.nx	THE RESEARCHER REGRESSION GATE (testing capability, not a feature). Re-verifies the	98	6
nx_research_grow.nx	THE SELF-GROWING RESEARCHER INDEX (R4 self-grow loop) WITH CONTENT-DEDUP + CROSS-TOPIC	318	14
nx_research_grow_full.nx	ECOSYSTEM-NATIVE driver: grow the researcher index until it has caught up to the	88	5
nx_research_ingest_test.nx	the Researcher basis GROWS under governance. A	76	2
nx_research_integrate.nx	the INTEGRATED research/benchmark loop (operator: "integrate the fetch systems -- what	82	8
nx_research_investigate.nx	S4: the INVESTIGATION LOOP over the S1-S3 research cycle (recursive self-growth,	55	3
nx_research_investigate_gate.nx	liar-kill gate for S4 the INVESTIGATION LOOP controller (deterministic, $0).	83	5
nx_research_isqrt_gate.nx	sovereign integer square root: Newton's method ITERATIVELY DISCOVERS floor(sqrt(N)),	83	9
nx_research_journal.nx	RES-R6: a CRASH-RESUMABLE research session journal.	219	8
nx_research_journal_gate.nx	the REFEREE for RES-R6 (crash-resumable journal).	315	7
nx_research_judgment_bench.nx	the first AGGREGATE honest measurement of the unified researcher's JUDGMENT.	133	6
nx_research_ka.nx	R4 FULL: per-host connection POOL + keep-alive fetch, with a PROVEN-path fallback.	211	16
nx_research_landscape.nx	Researcher rung R4: the CORROBORATED COMPETITIVE	151	7
nx_research_landscape_test.nx	KAT: a multi-source, multi-option claim set ->	63	4
nx_research_ledger.nx	rung 1 of "build up the NISHI RESEARCHER to LEARN each rung" (operator standing order 2026-06-16).	262	9
nx_research_live_landscape.nx	R5: the LIVE corroborated landscape. Reads the	53	4
nx_research_loop.nx	the AUTONOMOUS research-driving feedback loop (operator telos, 2026-06-17).	95	4
nx_research_miner.nx	THE NISHI MINER: flags RICH VEINS in the researched corpus = the high-value seams	278	12
nx_research_multilang.nx	ALL-LANGUAGE research coverage (operator: "handle all languages ... so we	77	4
nx_research_ocean.nx	THE OCEAN. Renders /wiki/research.html from the `resbrief-` information	281	8
nx_research_orbit_gate.nx	the capstone of the dynamics thread: a 2-D gravitational orbit (inverse-square	98	10
nx_research_phys_gate.nx	the research-engine reproducibility loop in the THIRD domain: PHYSICS (operator:	95	10
nx_research_pipeline.nx	the governed research->task loop, fully wired (the deterministic next	46	2
nx_research_pipeline_test.nx	the full governed loop: findings -> Researcher gate -> Critic	54	3
nx_research_pool.nx	GATE for the engine's folded-in R2+R3 (rf_slot_* semaphore + polite rf_fetch_bank).	49	3
nx_research_query.nx	RESEARCH SURFACING over the sovereign Nishi library: at a juncture point, search	65	6
nx_research_reach_probe_test.nx	probe whether real game-engine research	44	5
nx_research_refute.nx	S2 of the Tesla ladder: ADVERSARIAL REFUTATION. Over a set of numeric claim-specs	30	1
nx_research_refute_gate.nx	liar-kill gate for S2 ADVERSARIAL REFUTATION.	116	4
nx_research_relation.nx	Researcher EXTRACT, rung 1 of the GROWN-ORGAN	116	7
nx_research_relation_clean.nx	Researcher EXTRACT, rung 3: CLAIM CLEANUP.	180	17
nx_research_relation_clean_test.nx	KAT gate for rung-3 claim cleanup, using	60	5
nx_research_relation_test.nx	KAT gate for the grown-organ relation extractor.	75	6
nx_research_relations.nx	Researcher EXTRACT, rung 2: DOCUMENT-level claim	110	4
nx_research_relations_test.nx	KAT gate for DOCUMENT-level claim extraction.	54	4
nx_research_report.nx	S3 of the Tesla ladder: the GROUNDED REPORT WRITER (low-resource analog of Paper	244	13
nx_research_report_gate.nx	liar-kill gate for S3 the GROUNDED REPORT WRITER.	116	4
nx_research_resilience_test.nx	prove the team is BOT-BLOCK-PROOF. The Researcher:	80	4
nx_research_river.nx	EMIT ONE AREA'S RESEARCH INDEX FROM THE REGISTRY.	349	8
nx_research_robustness_census.nx	R0 census of the SOVEREIGN RESEARCHER's robustness + multi-	78	6
nx_research_search.nx	CROSS-SHARD QUERY over the self-growing researcher index. The grow organ builds	141	7
nx_research_serve.nx	THE RESEARCH REQUEST QUEUE + ADEQUACY FEEDBACK GATE. Lets the autonomous builder and	216	12
nx_research_signal.nx	a GROWTH rung for the Nishi researcher: turn FETCHED raw sources into structured SIGNALS.	35	6
nx_research_signal_gate.nx		55	4
nx_research_sim_gate.nx	the RESEARCH-ENGINE reproducibility loop, end to end and sovereign (operator:	140	12
nx_research_sovereign_lens.nx	the SOVEREIGNTY LENS over research findings.	128	7
nx_research_sovereign_lens_test.nx	KAT: every third-party tool a finding	59	5
nx_research_strassen4_gate.nx	from REPRODUCTION toward DISCOVERY: show WHY finding low-multiplication	133	15
nx_research_synth.nx	the S-CLASS-EXCEED RESEARCHER engine (operator: "6 facts is bad compared	112	8
nx_research_synth_demo.nx	proves the S-class-exceed researcher AT SCALE on real data: it	36	4
nx_research_synth_qwen.nx	S1 of the Tesla growth ladder: SOVEREIGN GROUNDED SYNTHESIS.	369	23
nx_research_synth_qwen_gate.nx	liar-kill acceptance gate for S1 SOVEREIGN GROUNDED SYNTHESIS.	123	3
nx_research_synth_register.nx	GOVERNED registration of the S-class-exceed mechanized researcher.	47	2
nx_research_synth_test.nx	ACCEPTANCE GATE for the mechanized corroboration researcher.	82	4
nx_research_trig_gate.nx	sovereign fixed-point trigonometry (sin/cos), the trig counterpart to isqrt and the	68	8
nx_research_unified.nx	THE unified sovereign researcher: composes S1 (synthesis) + S1<->S2 (numeric	86	5
nx_research_unified_gate.nx	liar-kill gate for the UNIFIED sovereign researcher (S1+S2+S3+S4 -> one verdict).	146	6
nx_research_verify.nx	the RESEARCH-VERIFICATION STAGE: batch, autonomous, sovereign claim verification.	176	8
nx_research_verify_synth.nx	S1 <-> S2 INTEGRATION: the self-verifying researcher. It runs S1 (grounded	136	6
nx_research_verify_synth_gate.nx	liar-kill gate for the S1<->S2 SELF-VERIFYING RESEARCHER.	72	4
nx_research_web.nx	the Nishi researcher, LIVE: fetch real web pages over	117	4