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re-sweep wave2: ship 4 REAL 0-CDN operator surfaces — /sovereign-search (tantivy-wasm MIT), /consensus-clusters (ngraph.leiden MIT), /mission-ledger (research-arcade MIT), /budget-router (BudgetMem+MemSkill Apache, GraphPlanner MIT)
528f7c0 verified | NOTICE | |
| This product includes software developed by SZL Holdings, LLC. | |
| "SZL Holdings", "Ouroboros", "A11oy", "Sentra", "Amaru", "Counsel", "Terra", | |
| "Vessels", "Carlota Jo", and "Conduit" are trademarks of SZL Holdings, LLC. | |
| All other trademarks are the property of their respective owners. | |
| Use of these names, logos, or marks is subject to the trademark policy | |
| described in the LICENSE file. Nothing in this repository grants any | |
| trademark license. | |
| For permissions, partnerships, or licensing inquiries: | |
| stephen@szlholdings.com | |
| ================================================================================ | |
| THIRD-PARTY VENDORED LIBRARIES (frontier 3D/live tabs) | |
| ================================================================================ | |
| The a11oy operator console vendors the following open-source visualization | |
| libraries locally (served from /vendor/, no CDN — sovereign/offline). a11oy | |
| adopts their interaction PATTERNS and reimplements tab logic as its own original | |
| code; the libraries themselves are used unmodified under their own licenses. | |
| three.js (r128, standalone) — (c) three.js authors (mrdoob) — MIT | |
| https://github.com/mrdoob/three.js (window.THREE global for GPU field/graph) | |
| three-forcegraph / 3d-force-graph — (c) Vasco Asturiano (vasturiano) — MIT | |
| https://github.com/vasturiano/3d-force-graph | |
| globe.gl — (c) Vasco Asturiano (vasturiano) — MIT | |
| https://github.com/vasturiano/globe.gl | |
| force-graph — (c) Vasco Asturiano (vasturiano) — MIT | |
| https://github.com/vasturiano/force-graph | |
| d3 (d3-force et al.) — (c) Mike Bostock — ISC/BSD-3-Clause | |
| https://github.com/d3/d3 | |
| Apache ECharts — The Apache Software Foundation — Apache-2.0 | |
| https://github.com/apache/echarts | |
| echarts-gl — The Apache Software Foundation — Apache-2.0 | |
| https://github.com/ecomfe/echarts-gl | |
| Cytoscape.js — (c) The Cytoscape Consortium — MIT | |
| https://github.com/cytoscape/cytoscape.js | |
| Batch-1 uniqueness rebuild (2026-06-06) — additional vendored graph-viz libs | |
| (self-hosted at /vendor/, ZERO runtime CDN): | |
| dagre — (c) Chris Pettitt — MIT | |
| https://github.com/dagrejs/dagre | |
| cytoscape-dagre — (c) Cytoscape Consortium — MIT | |
| https://github.com/cytoscape/cytoscape.js-dagre | |
| d3-sankey — (c) Mike Bostock — ISC | |
| https://github.com/d3/d3-sankey | |
| ngraph.graph — (c) Andrei Kashcha (anvaka) — BSD-3-Clause | |
| https://github.com/anvaka/ngraph.graph | |
| ngraph.path — (c) Andrei Kashcha (anvaka) — MIT | |
| https://github.com/anvaka/ngraph.path | |
| ngraph.forcelayout — (c) Andrei Kashcha (anvaka) — MIT | |
| https://github.com/anvaka/ngraph.forcelayout | |
| panzoom — (c) Andrei Kashcha (anvaka) — MIT | |
| https://github.com/anvaka/panzoom | |
| (knowledge tab GPU point-graph + trustspace GLSL trust-gradient field are | |
| our own WebGL code rendered via the already-vendored THREE in 3d-force-graph, | |
| following the anvaka ngraph.pixel / fieldplay PATTERNS — no third-party code copied.) | |
| Vendored fonts (self-hosted locally for zero-runtime-CDN sovereignty; served | |
| from /vendor/fonts/*.woff2, shipped as base64 in _vendor_blobs.py — NO Google | |
| Fonts CDN at runtime): | |
| Space Grotesk (variable, latin subset) — (c) Florian Karsten — SIL Open Font License 1.1 (OFL-1.1) | |
| https://github.com/floriankarsten/space-grotesk | |
| JetBrains Mono (variable, latin subset) — (c) JetBrains s.r.o. — SIL Open Font License 1.1 (OFL-1.1) | |
| https://github.com/JetBrains/JetBrainsMono | |
| Interaction-model inspirations (PATTERNS only — no code copied): | |
| - anvaka / vasturiano force-graph explorable entity-link model (MIT-compatible) | |
| - GraphRouter / RouteProfile, Tao Feng et al. (arXiv:2605.00180) — Model Atlas routing graph | |
| - New Relic / Datadog MELT + service-map — MELT Observability tab | |
| - Wiz / CrowdStrike security-graph "toxic path" — Threat Graph tab | |
| - Defense Unicorns UDS deploy-posture — Deploy Posture tab (uds-core is AGPL: | |
| PATTERN ONLY, NO code copied) | |
| - LangSmith / Arize governed-run pattern — AI Oversight tab (proven kernel is ours) | |
| ================================================================================ | |
| MINED-UPGRADE PATTERN/CODE ADOPTION (fashion-thinking — permissive only, NOTICE | |
| attribution, EVOLVED into a11oy-native mechanisms; NO upstream source copied; | |
| stdlib-only clean-room re-implementations, 0 CDN) | |
| ================================================================================ | |
| Four additive operator surfaces adopt the PATTERN (and, where applicable, the | |
| algorithmic idea under a permissive license) of the following founder-followed | |
| repositories, then evolve each into an original a11oy mechanism: | |
| LLMRouter — (c) ulab-uiuc — MIT License | |
| https://github.com/ulab-uiuc/LLMRouter | |
| Adopted: multi-strategy model-routing pattern. Evolved -> Governance Gateway | |
| (/governance-gateway): sensitivity-first routing (air-gap vs cloud) with a | |
| hash-chained Khipu receipt per route decision. Original code; no source copied. | |
| arithmetic — (c) 2024 Sean McLeish, Jonas Geiping — MIT License | |
| https://github.com/mcleish7/arithmetic ("Transformers Can Do Arithmetic with | |
| the Right Embeddings", NeurIPS 2024) | |
| Adopted: the Abacus digit-POSITION alignment idea. Evolved -> Verifiable | |
| Arithmetic (/abacus-verify): a deterministic, length-generalizing place-value | |
| column engine verified against bignum ground truth. No torch; clean-room. | |
| prfr — (c) Jeff Shen (al-jshen) — MIT License | |
| https://github.com/al-jshen/prfr | |
| gaul — (c) Jeff Shen (al-jshen) — Apache-2.0 / MIT | |
| https://github.com/al-jshen/gaul | |
| Adopted: probabilistic-forest predictive distribution + calibrated-interval | |
| pattern. Evolved -> Decision Uncertainty (/decision-uncertainty): a governed | |
| reasoning-uncertainty layer with locally-adaptive OOB-calibrated bands and a | |
| risk verdict per decision variable. Stdlib-only; no numpy/torch; clean-room. | |
| GoR (Graph of Records)— (c) ulab-uiuc — MIT License | |
| https://github.com/ulab-uiuc/GoR | |
| Adopted: graph-over-records pattern for long-context structure. Evolved -> | |
| Decision-Audit Graph (/gor-audit): governed decision receipts as nodes, with | |
| hash-chain provenance + shared-context edges, rendered via the already-vendored | |
| cytoscape (0 CDN). Original code; no source copied. | |
| Copyright (c) of each library belongs to its respective authors. Full license | |
| texts ship with each minified bundle's upstream distribution. | |
| ================================================================================ | |
| RE-SWEEP WAVE 2 PATTERN ADOPTION (fashion-thinking — permissive only, NOTICE | |
| attribution, EVOLVED into a11oy-native mechanisms; NO upstream source copied; | |
| stdlib-only clean-room re-implementations, 0 CDN; graph tabs use the already- | |
| vendored cytoscape) | |
| ================================================================================ | |
| Four additional additive operator surfaces adopt the PATTERN of the following | |
| founder-followed repositories, then evolve each into an original a11oy mechanism: | |
| tantivy-wasm — (c) phiresky — MIT License | |
| https://github.com/phiresky/tantivy-wasm | |
| Adopted: sovereign, in-deployment full-text search (no external search service, | |
| no egress — the index lives with the data). Evolved -> Sovereign Corpus Search | |
| (/sovereign-search): a dependency-free, stdlib-only Okapi BM25 engine indexing | |
| the live governance corpus (model catalog, decision receipts, doctrine) so an | |
| operator runs sub-second relevance search with ZERO backend service and ZERO CDN. | |
| No Tantivy/Rust/WASM code; clean-room. | |
| ngraph.leiden — (c) Andrei Kashcha (anvaka) — MIT License | |
| https://github.com/anvaka/ngraph.leiden | |
| Adopted: fast, deterministic community detection (Leiden/Louvain modularity). | |
| Evolved -> Consensus Clusters (/consensus-clusters): a clean-room Louvain | |
| modularity optimizer over a similarity graph of governed decision nodes (edges | |
| weighted by shared sensitivity / mission tier / model family) that surfaces | |
| consensus clusters and isolated outliers. No ngraph/JS source; rendered with the | |
| already-vendored cytoscape (0 CDN). | |
| research-arcade — (c) ulab-uiuc — MIT License | |
| https://github.com/ulab-uiuc/research-arcade | |
| Adopted: heterogeneous graph interface unifying disparate structured sources with | |
| typed nodes/edges. Evolved -> Mission Ledger (/mission-ledger): a live | |
| heterogeneous knowledge graph over documents -> objectives -> decisions (decisions | |
| drawn from the real Khipu chain) with typed edges (cites/supports/resulted_in) so | |
| provenance from source material to governed action is explicit. No research-arcade | |
| source, no SQL backend; rendered with the already-vendored cytoscape (0 CDN). | |
| BudgetMem — (c) ViktorAxelsen — Apache-2.0 [ICML'26] | |
| https://github.com/ViktorAxelsen/BudgetMem | |
| MemSkill — (c) ViktorAxelsen — Apache-2.0 | |
| https://github.com/ViktorAxelsen/MemSkill | |
| GraphPlanner — (c) ulab-uiuc — MIT License [ICLR'26] | |
| https://github.com/ulab-uiuc/GraphPlanner | |
| Adopted: BudgetMem module-level budget tiers (Low/Mid/High) + query-aware tier | |
| router; MemSkill meta-memory ("learn WHAT to preserve"); GraphPlanner's | |
| route-by-graph-signal idea. Evolved -> Budget-Tier Router + Decision Skeletons | |
| (/budget-router): routes each governed decision by RISK (sensitivity x | |
| reversibility) to the cheapest mission budget tier — Tactical (<=1s) / Operational | |
| (<=10s) / Strategic (<=60s) — then to the smallest sufficient air-gap-safe model; | |
| distils reusable "Decision Skeletons" as bounded meta-memory. Stdlib-only; no | |
| BudgetMem/MemSkill/GraphPlanner source; clean-room. | |
| Copyright (c) of each library belongs to its respective authors. | |