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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.
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