# Oshun Domain Documentation Coverage

This directory is the canonical domain documentation set for the Oshun monorepo.
Oshun is organized as a set of **domains** — bounded contexts, each named after
a deity, that each own a coherent slice of the product (for example, `isis` owns
generative media, `lilith` owns the contemplative wellness platform, and
`shared` owns cross-cutting platform infrastructure). A domain is the unit of
ownership: it decides what code lives inside it, what contracts it exposes to
other domains, and what it deliberately does not do.

Every domain directory contains the same three documents, so a reader who learns
the layout once can navigate any domain:

- `architecture.md` — ownership boundaries, runtime shape, data ownership, and
  integration topology. Read this first to understand how the domain is built
  and where it sits relative to its neighbours.
- `features.md` — current and planned capabilities, organized by domain
  responsibility. Read this to understand what the domain does for users.
- `specifications.md` — API, data model, contract, validation, testing, and
  operational requirements. Read this for the precise, code-grounded contract:
  every schema, enum, endpoint, and event traces to a real source file.

The root roadmap in `TODOS/` remains the atomic implementation checklist. The
docs in `DOMAINS/` capture domain ownership, package surface, cross-domain
contracts, and planned capability envelopes so every roadmap item has a clear
home without duplicating all task-level checkboxes.

Each markdown document also has a generated HTML reader alongside it
(`architecture.html`, `features.html`, `specifications.html`), and
`DOMAINS/index.html` is a hub linking all of them. The HTML readers provide a
collapsible navigation sidebar, search, and cross-document tabs; regenerate them
with `python3 tools/render-domain-docs.py` after editing any markdown source.

## Coverage Summary

The figures below confirm that every domain — implemented or still planned — has
a complete, consistent documentation set.

- Domain directories present: 54.
- Required docs present for every domain: `architecture.md`, `features.md`, and
  `specifications.md`.
- Named implementation domains under `apps/*`, `libs/*`, and `services/*` are
  represented here.
- Named planned domains from `TODOS/index.md` are represented here, including
  planned-only domains with no workspace packages yet.
- Cross-cutting roadmap phases are assigned to the owning domain docs below
  rather than modeled as separate product domains.

## Domain Inventory

| Domain     | Status                                    | Canonical code locations                                                                 | Roadmap coverage                                            |
| ---------- | ----------------------------------------- | ---------------------------------------------------------------------------------------- | ----------------------------------------------------------- |
| Aglaea     | Implemented library domain                | `libs/aglaea/*`                                                                          | Phase 34                                                    |
| Airmid     | Implemented library domain                | `libs/airmid/*`                                                                          | Phase 35                                                    |
| Aja        | Implemented app/library domain            | `apps/aja/*`, `libs/aja/*`                                                               | Phase 16, Phase 84                                          |
| Aje        | Implemented library domain                | `libs/aje/*`                                                                             | Phase 37                                                    |
| Annapurna  | Planned-only domain                       | No `apps/annapurna/*` or `libs/annapurna/*` yet                                          | Phase 68                                                    |
| Aphrodite  | Implemented app/library domain            | `apps/aphrodite/*`, `libs/aphrodite/*`, `testing/chaos/aphrodite/*`                      | Phase 20                                                    |
| Arete      | Implemented app/library domain            | `apps/arete/*`, `libs/arete/*`                                                           | Phase 28                                                    |
| Asase      | Implemented app/library domain            | `apps/asase/*`, `libs/asase/*`                                                           | Phase 56                                                    |
| Athena     | Planned-only domain                       | No `apps/athena/*` or `libs/athena/*` yet                                                | Phase 67, Phase 136                                         |
| Bellona    | Implemented app/library domain            | `apps/bellona/*`, `libs/bellona/*`                                                       | Phase 8, Phases 70-73, 84, 137-174 integration, Phase 180   |
| Brigid     | Implemented app/library domain            | `apps/brigid/*`, `libs/brigid/*`                                                         | Phase 59                                                    |
| Calliope   | Implemented library domain                | `libs/calliope/*`                                                                        | Phase 66                                                    |
| Concordia  | Planned cross-domain mediation substrate  | Planned `services/concordia/*`, `testing/concordia/*`, `apps/oshun/web/.../concordia-*`  | Phase 179                                                   |
| Contracts  | Implemented contract domain               | `libs/contracts/*`                                                                       | Phase 4, cross-domain phases                                |
| Cybele     | Implemented app/library domain            | `apps/cybele/*`, `libs/cybele/*`                                                         | Phase 58                                                    |
| Demeter    | Implemented app/library domain            | `apps/demeter/*`, `libs/demeter/*`                                                       | Phase 29                                                    |
| Euterpe    | Implemented library domain                | `libs/euterpe/*`                                                                         | Phase 38, Phase 74, Phases 132-133, 148, 167                |
| Freya      | Implemented app/library domain            | `apps/freya/*`, `libs/freya/*`                                                           | Phase 57                                                    |
| Gaia       | Planned-only domain                       | Planned `libs/gaia/*` weather and climate ML packages                                    | Phase 175                                                   |
| Galatea    | Implemented library domain                | `libs/galatea/*`                                                                         | Phase 63, Phases 155, 162                                   |
| Hathor     | Implemented app/library domain            | `apps/hathor/*`, `libs/hathor/*`                                                         | Phase 7, Phases 81-84, 141, 156, 171-174                    |
| Hestia     | Implemented app/library domain            | `apps/hestia/*`, `libs/hestia/*`                                                         | Phase 30                                                    |
| Iris       | Implemented app/library domain            | `apps/iris/*`, `libs/iris/*`, `infra/k8s/iris/*`, `infra/monitoring/iris/*`              | Phase 54, Phases 85, 90, 93, 97-98                          |
| Isis       | Implemented app/library domain            | `apps/isis/*`, `libs/isis/*`, `docker/runpod/*`, `infra/runpod/*`                        | Phase 5, Phase 71, Phases 85, 87                            |
| Kuanyin    | Implemented library domain                | `libs/kuanyin/*`                                                                         | Phase 32, Phase 80, Phase 90                                |
| Lakshmi    | Planned-only domain                       | No `apps/lakshmi/*` or `libs/lakshmi/*` yet                                              | Phase 61                                                    |
| Lilith     | Implemented app/library domain            | `apps/lilith/*`, `libs/lilith/*`                                                         | Phase 10, Phase 15, Phase 22                                |
| Maat       | Implemented app/library domain            | `apps/maat/*`, `libs/maat/*`                                                             | Phase 55, Phase 92                                          |
| Maya       | Implemented library domain                | `libs/maya/*`                                                                            | Phase 40, Phases 76-80, 84, 137, 140, 159, 164-167, 171-174 |
| Meditation | Implemented shared wellness library layer | `libs/meditation/*`                                                                      | Phase 22                                                    |
| Metis      | Implemented app/library/service domain    | `apps/metis/*`, `libs/metis/*`, `services/metis/*`                                       | Phase 25                                                    |
| Mnemosyne  | Implemented library domain                | `libs/mnemosyne/*`                                                                       | Phase 39                                                    |
| Neith      | Implemented library domain                | `libs/neith/*`                                                                           | Phases 41-46, 93, 132-135, 137-174                          |
| Nike       | Legacy planned-only domain                | No `apps/nike/*` or `libs/nike/*`; historical Phase 15 work lives in Lilith/Shakti paths | Phase 15                                                    |
| Nisaba     | Implemented library domain                | `libs/nisaba/*`                                                                          | Phase 65                                                    |
| Nous       | Implemented library domain                | `libs/nous/*`                                                                            | Phase 47, Phases 85-98, 176-179                             |
| Nyx        | Implemented app/library domain            | `apps/nyx/*`, `libs/nyx/*`, `deploy/nyx/*`                                               | Phase 21                                                    |
| OpenAPI    | Implemented API specification domain      | `libs/openapi/*`, `openapi/*`, `tools/codegen/*`                                         | Phase 4, contract phases                                    |
| Oshun      | Implemented app/library meta-domain       | `apps/oshun/*`, `libs/oshun/*`                                                           | Phase 48, Phase 97                                          |
| Oya        | Partially implemented library domain      | `libs/oya/core`                                                                          | Phase 33                                                    |
| Phoebe     | Planned-only domain                       | Planned `libs/phoebe/*` and `libs/contracts/phoebe/*` (BCI / neuroscience / clinical)    | Phase 181                                                   |
| Proto      | Implemented protocol contract domain      | `libs/proto/*`                                                                           | Phase 4, contract phases                                    |
| Psyche     | Implemented app/library/service domain    | `apps/psyche/*`, `libs/psyche/*`, `services/psyche/*`, `infra/k8s/psyche/*`              | Phase 24, Phases 85, 93, 98, 162, 166-167, 180              |
| Saraswati  | Implemented library domain                | `libs/saraswati/*`, `deploy/helm/saraswati-service/*`                                    | Phase 60                                                    |
| Seshat     | Implemented library domain                | `libs/seshat/*`                                                                          | Phase 36                                                    |
| Shakti     | Implemented library domain                | `libs/shakti/*`                                                                          | Phase 31, Phase 15                                          |
| Shared     | Implemented infrastructure domain         | `libs/shared/*`, shared `docker/*`, `deploy/*`, `infra/*`, `testing/*`                   | Phases 0-3, 11-14, 18-19, 49-52, 95, 145-152 integration    |
| Sophia     | Implemented app/library domain            | `apps/sophia/*`, `libs/sophia/*`                                                         | Phase 6, Phase 23, Phases 85, 87, 91, 98                    |
| Tara       | Implemented app/library/tool domain       | `apps/tara/*`, `libs/tara/*`, `tools/tara/*`, `infra/terraform/tara/*`, `tara/*`         | Phase 22                                                    |
| Themis     | Implemented library domain                | `libs/themis/*`                                                                          | Phase 64, Phases 74-75, Phase 76                            |
| Kalika     | Implemented app/library domain            | `apps/kalika/*`, `libs/kalika/*`                                                         | Phases 99-131                                               |
| Uzume      | Implemented library domain                | `libs/uzume/*`                                                                           | Phase 62, Phases 132, 148, 167                              |
| Veritas    | Implemented app/library domain            | `apps/veritas/*`, `libs/veritas/*`                                                       | Phase 23, Phase 75, Phase 91                                |
| Yemaya     | Implemented app/library domain            | `apps/yemaya/*`, `libs/yemaya/*`, `deploy/yemaya/*`                                      | Phase 9, Phases 26-27, 69-70, 135, 141, 147, 153, 158, 163  |

## Source Coverage Registry

The split `TODOS/phase-*.md` files are the atomic implementation checklist.
`DOMAINS/` is the canonical specification and ownership source. Every roadmap
phase, planned package root, and standalone TODO source below has an owning
domain entry so future implementation can work backward from any source without
losing intent.

| Source                                                                                                                                                                                                                                                                                                                                                                                                                                         | Captured in DOMAINS ownership                                                                                                                                                                              |
| ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `TODOS/index.md`                                                                                                                                                                                                                                                                                                                                                                                                                               | Roadmap phase table below plus all domain feature/specification files                                                                                                                                      |
| `TODOS/phase-0.md` through `TODOS/phase-181.md`                                                                                                                                                                                                                                                                                                                                                                                                | Roadmap phase table below; domain-specific details in the owning domain folders                                                                                                                            |
| `TODOS/phase-180-reference.md`, `TODOS/phase-180-gaps.md`                                                                                                                                                                                                                                                                                                                                                                                      | `DOMAINS/bellona/*` remote-control sections, with Psyche fallback primitives and the Phase 180 row below                                                                                                   |
| Phase companion artifacts (`TODOS/phase-N-*.md`: evidence ledgers, audits, gap notes, reference/compliance matrices)                                                                                                                                                                                                                                                                                                                           | Companion artifacts of their parent phase; owned by the same roadmap-phase rows below, no standalone scope                                                                                                 |
| `TODOS.md`                                                                                                                                                                                                                                                                                                                                                                                                                                     | Legacy monolithic roadmap mirror; covered by the split `TODOS/` phase rows                                                                                                                                 |
| `docs/audits/OSHUN_APP_TODOS.md`, `docs/audits/OSHUN_STUDIO_TODOS.md`, `docs/audits/OSHUN_WEB_APP_TODOS_2.md`, `docs/audits/OSHUN_WEB_APP_TODOS_3.md`, `docs/releases/v1/specs/todos.md`                                                                                                                                                                                                                                                       | `DOMAINS/oshun/*`, with Shared, Iris, Veritas, Nyx, Tara, Arete, Metis, and domain adapters where named (archived under `docs/audits/` by the 2026-07-16 R-3 root cleanup)                                 |
| Archived audit-era TODO reports (`docs/audits/AGENTIC_CONTENT_AUTONOMY_GAP_CLOSURE_TODOS_2026-06-17.md`, `docs/audits/AGENTIC_CONTENT_GAP_CLOSURE_TODOS_2026-06-14.md`, `docs/audits/AGENTIC_CONTENT_QUALITY_TODOS_2026-06-13.md`, `docs/audits/AGENTIC_SOTA_IMPLEMENTATION_TODOS.md`, `docs/audits/HERMES_PARITY_TODOS.md`, `docs/audits/METIS_GAP_CLOSURE_TODOS_2026-06-16.md`, `docs/audits/V1_SOTA_AUDIT_REMEDIATION_TODOS_2026-07-02.md`) | Historical execution ledgers, archived in place; scope captured by the owning domain folders (Isis, Metis, Hathor, Yemaya, Oshun) at completion time                                                       |
| `docs/audits/TODO_BURNDOWN.md`                                                                                                                                                                                                                                                                                                                                                                                                                 | Regenerable marker burn-down ledger (`tools/audit/todo-burndown.mjs`); owners are the per-surface rows inside it                                                                                           |
| `docs/presentations/presentation-center/TODOS.md`                                                                                                                                                                                                                                                                                                                                                                                              | Presentation-library completion and coverage audit across the V1–V10 product trees and all domain documentation; source ownership remains with the respective products and domains.                        |
| V-series product ledgers (`V1/TODOS.md`, `V2/V2_TODOS.md`, `V3/V3_TODOS.md`, `V4/V4_TODOS.md`, `V5/V5_TODOS.md`, `V6/V6_TODOS.md`, `V7/V7_TODOS.md`, `V8/V8_TODOS.md`, `V9/V9_TODOS.md`, `V10/V_SERIES_AMBIENT_RAIL_TODOS_2026-07-16.md`)                                                                                                                                                                                                      | Owned by their product trees (`V<N>/*_features.md`, `V<N>/*_ARCHITECTURE.md`); products are a separate taxonomy from domains                                                                               |
| Active planning ledgers (`HATHOR_YEMAYA_IDEATION_SOTA_TODOS_2026-07-17.md`, `V1_V9_AUTONOMOUS_CONTENT_SOTA_GAP_CLOSURE_TODOS_2026-07-15.md`, `ISIS_GAPS/ISIS_GAPS_TODOS.md`)                                                                                                                                                                                                                                                                   | `DOMAINS/hathor/*` + `DOMAINS/yemaya/*`, the V1–V9 product trees, and `DOMAINS/isis/*` respectively; root placement is per the active-planning convention                                                  |
| Root workbench ledgers (`TARA_CONTENT_WORKBENCH_TODOS_2026-07-19.md`, `V1_DOMAIN_WORKBENCHES_TODOS_2026-07-23.md`)                                                                                                                                                                                                                                                                                                                             | `DOMAINS/tara/*` for Tara; `DOMAINS/isis/*`, `DOMAINS/metis/*`, `DOMAINS/yemaya/*`, `DOMAINS/veritas/*`, `DOMAINS/euterpe/*`, `DOMAINS/aja/*`, `DOMAINS/bellona/*`, and Shared for the seven-domain ledger |
| `ISIS_TODOS.md`, `ISIS_TODOS_2.md`                                                                                                                                                                                                                                                                                                                                                                                                             | `DOMAINS/isis/*` plus the Isis remediation docs under `docs/domains/isis/*`                                                                                                                                |
| `minerva/TODOS.md` and Minerva PRD/audit reports                                                                                                                                                                                                                                                                                                                                                                                               | `DOMAINS/metis/*`, with Sophia and Iris integrations                                                                                                                                                       |
| `serwaa/TODOS.md` and Serwaa PRD/changelog                                                                                                                                                                                                                                                                                                                                                                                                     | `DOMAINS/psyche/*`, with Shared and Iris integrations                                                                                                                                                      |
| `yaa/TODOS.md` and Yaa PRD/integration docs                                                                                                                                                                                                                                                                                                                                                                                                    | `DOMAINS/veritas/*`, with Sophia integrations                                                                                                                                                              |
| `docs/proposals/NEITH_TODOS_*.md` and Neith proposal docs                                                                                                                                                                                                                                                                                                                                                                                      | `DOMAINS/neith/*`, with Bellona, Maya, Aja, Hathor, Yemaya, Euterpe, Uzume, Psyche, Shared, and Aje integrations where named                                                                               |
| Root analysis and recommendation docs (`ARCHITECTURE.md`, `RESPONSIBILITY_SPLIT_RECOMMENDATION.md`, `OSHUN_*_ANALYSIS.md`, `OSHUN_VS_*_GAP_ANALYSIS.md`)                                                                                                                                                                                                                                                                                       | Used as supporting sources for the root `DOMAINS.md`, this coverage index, and affected domain boundaries                                                                                                  |

## Roadmap Phase Ownership

| Phase range | Roadmap scope                                                                                                                                         | Owning domain docs                                                                                    |
| ----------- | ----------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------- |
| 0-2         | Pre-migration, package manager consolidation, Nx workspace initialization                                                                             | Shared, Oshun                                                                                         |
| 3           | Shared foundation libraries                                                                                                                           | Shared                                                                                                |
| 4           | Contracts and schema layer                                                                                                                            | Contracts, OpenAPI, Proto                                                                             |
| 5           | Isis migration                                                                                                                                        | Isis                                                                                                  |
| 6           | Sophia migration                                                                                                                                      | Sophia                                                                                                |
| 7           | Hathor migration                                                                                                                                      | Hathor                                                                                                |
| 8           | Bellona migration                                                                                                                                     | Bellona                                                                                               |
| 9           | Yemaya reorganization                                                                                                                                 | Yemaya                                                                                                |
| 10          | Lilith reorganization                                                                                                                                 | Lilith                                                                                                |
| 11          | Cross-domain integration                                                                                                                              | Oshun, Contracts, Shared                                                                              |
| 12          | CI/CD and DevOps consolidation                                                                                                                        | Shared                                                                                                |
| 13          | Testing and validation                                                                                                                                | Shared                                                                                                |
| 14          | Documentation and cleanup                                                                                                                             | Shared, this coverage index                                                                           |
| 15          | Nike physical wellness and fitness instruction                                                                                                        | Nike, Lilith, Shakti                                                                                  |
| 16          | Aja video-to-animation and motion intelligence                                                                                                        | Aja                                                                                                   |
| 17          | State-of-the-art AI service integration                                                                                                               | Nous, Isis, Iris, Psyche, Sophia                                                                      |
| 18          | Production readiness remediation                                                                                                                      | Shared, Oshun                                                                                         |
| 19          | AWS ECS and RunPod serverless infrastructure                                                                                                          | Shared, Isis, Nous                                                                                    |
| 20          | Eve/Aphrodite adult live streaming platform integration                                                                                               | Aphrodite, Kuanyin, Themis, Maat, Aje, Aja, Isis, Oya                                                 |
| 21          | Nyx cosmic observatory and astronomy exploration                                                                                                      | Nyx                                                                                                   |
| 22          | Tara meditation platform                                                                                                                              | Tara, Meditation, Lilith                                                                              |
| 23          | Veritas autonomous AI news agency integration                                                                                                         | Veritas, Sophia                                                                                       |
| 24          | Psyche hyper-realistic AI virtual assistant                                                                                                           | Psyche                                                                                                |
| 25          | Metis educational content platform                                                                                                                    | Metis, Sophia, Iris                                                                                   |
| 26          | Yemaya autonomous production platform                                                                                                                 | Yemaya                                                                                                |
| 27          | Project Obsidian franchise production                                                                                                                 | Yemaya, Hathor, Isis, Bellona, Sophia                                                                 |
| 28          | Arete personal development                                                                                                                            | Arete                                                                                                 |
| 29          | Demeter home gardening                                                                                                                                | Demeter                                                                                               |
| 30          | Hestia culinary intelligence                                                                                                                          | Hestia                                                                                                |
| 31          | Shakti movement intelligence                                                                                                                          | Shakti                                                                                                |
| 32          | Kuanyin compassionate guardianship                                                                                                                    | Kuanyin                                                                                               |
| 33          | Oya drone and swarm management                                                                                                                        | Oya                                                                                                   |
| 34          | Aglaea fashion, beauty, and style                                                                                                                     | Aglaea                                                                                                |
| 35          | Airmid phytotherapy and botanical intelligence                                                                                                        | Airmid                                                                                                |
| 36          | Seshat dwelling arts and craftsmanship                                                                                                                | Seshat                                                                                                |
| 37          | Aje blockchain and Web3                                                                                                                               | Aje                                                                                                   |
| 38          | Euterpe music and sonic creation                                                                                                                      | Euterpe                                                                                               |
| 39          | Mnemosyne humanistic learning and culture                                                                                                             | Mnemosyne                                                                                             |
| 40          | Maya infinite virtual universe                                                                                                                        | Maya                                                                                                  |
| 41-46       | Neith sovereign stack, engine, studio, OS, browser                                                                                                    | Neith                                                                                                 |
| 47          | Nous sovereign AI platform                                                                                                                            | Nous                                                                                                  |
| 48          | Oshun domain integration (Neith engine migration and metaverse platform)                                                                              | Oshun, Neith                                                                                          |
| 49          | Infrastructure and DevOps (`@neith/cloud`, `@neith/observability`, `@neith/security`)                                                                 | Shared, Neith                                                                                         |
| 50          | Testing and quality assurance (`@neith/testing`, `@neith/qa`)                                                                                         | Shared, Contracts, Neith                                                                              |
| 51          | Documentation and training (`@neith/docs`, `@neith/training`)                                                                                         | Shared, Neith, all domain docs                                                                        |
| 52          | Release and distribution (`@neith/release`)                                                                                                           | Shared, Neith                                                                                         |
| 53          | SOTA cross-domain enhancements (`@neith/*` renderer/procgen/AI + `@nous/vision`)                                                                      | Neith, Nous                                                                                           |
| 54          | Iris universal intelligent assistant                                                                                                                  | Iris                                                                                                  |
| 55          | Maat autonomous organization operating system                                                                                                         | Maat                                                                                                  |
| 56          | Asase food and agriculture operations                                                                                                                 | Asase                                                                                                 |
| 57          | Freya luxury goods and fashion intelligence                                                                                                           | Freya                                                                                                 |
| 58          | Cybele real estate and construction intelligence                                                                                                      | Cybele                                                                                                |
| 59          | Brigid industrial automation intelligence                                                                                                             | Brigid                                                                                                |
| 60          | Saraswati advanced technology intelligence                                                                                                            | Saraswati                                                                                             |
| 61          | Lakshmi personal finance intelligence                                                                                                                 | Lakshmi                                                                                               |
| 62          | Uzume live performance and stagecraft                                                                                                                 | Uzume                                                                                                 |
| 63          | Galatea humanoid robotics and fashion robotics                                                                                                        | Galatea                                                                                               |
| 64          | Themis governance intelligence                                                                                                                        | Themis                                                                                                |
| 65          | Nisaba ancient text analysis                                                                                                                          | Nisaba                                                                                                |
| 66          | Calliope AI artist creation and management                                                                                                            | Calliope                                                                                              |
| 67          | Athena maker and workshop operations                                                                                                                  | Athena                                                                                                |
| 68          | Annapurna restaurant and culinary operations                                                                                                          | Annapurna                                                                                             |
| 69          | Yemaya remote filmmaking                                                                                                                              | Yemaya                                                                                                |
| 70          | Production and filmmaking SOTA gap closure                                                                                                            | Yemaya, Isis, Bellona, Aja, Uzume, Euterpe, Oshun, Shared                                             |
| 71          | 3D generation SOTA                                                                                                                                    | Isis, Bellona, Yemaya, Maya                                                                           |
| 72          | Game engine industrial SOTA gap closure                                                                                                               | Bellona, Maya, Neith                                                                                  |
| 73          | Immersive VR production studio                                                                                                                        | Yemaya, Isis, Bellona, Maya, Psyche                                                                   |
| 74          | Themis music shield                                                                                                                                   | Themis, Euterpe, Calliope, Veritas                                                                    |
| 75          | Themis universal originality shield                                                                                                                   | Themis, Isis, Yemaya, Veritas                                                                         |
| 76          | Maya Forge modding and governance                                                                                                                     | Maya, Themis                                                                                          |
| 77          | Maya Nexus multiplayer SOTA                                                                                                                           | Maya                                                                                                  |
| 78          | Maya Forge AI modding companion                                                                                                                       | Maya, Iris                                                                                            |
| 79          | Immersive open world SOTA                                                                                                                             | Maya, Hathor, Isis, Bellona                                                                           |
| 80          | Maya social fabric SOTA                                                                                                                               | Maya, Kuanyin, Themis                                                                                 |
| 81          | NPC cognitive core and on-device SLM                                                                                                                  | Hathor, Maya, Nous, Iris                                                                              |
| 82          | Voice-first gameplay input                                                                                                                            | Hathor, Maya, Iris, Psyche                                                                            |
| 83          | NPC emergent agency and living world evolution                                                                                                        | Hathor, Maya                                                                                          |
| 84          | Combat systems SOTA                                                                                                                                   | Maya, Hathor, Bellona, Aja                                                                            |
| 85          | ML sovereignty data flywheel core                                                                                                                     | Nous, Iris, Psyche, Isis, Sophia, Hathor, Yemaya, Veritas, Metis                                      |
| 86          | ML sovereignty data flywheel extended                                                                                                                 | Nous plus all domain docs                                                                             |
| 87          | Dataset management and synthetic data generation                                                                                                      | Nous, Sophia, Isis, Shared                                                                            |
| 88          | Production model serving                                                                                                                              | Nous, Shared                                                                                          |
| 89          | Training and fine-tuning infrastructure                                                                                                               | Nous, Shared                                                                                          |
| 90          | Alignment and safety training                                                                                                                         | Nous, Kuanyin, Themis, Iris                                                                           |
| 91          | Continuous evaluation and benchmarking                                                                                                                | Nous, Veritas, Sophia, Shared                                                                         |
| 92          | MLOps, experiment management, and governance                                                                                                          | Nous, Maat, Shared                                                                                    |
| 93          | Edge and on-device deployment                                                                                                                         | Nous, Neith, Psyche, Iris                                                                             |
| 94          | Domain-specific training pipelines                                                                                                                    | Nous plus the relevant domain docs                                                                    |
| 95          | GPU infrastructure and training clusters                                                                                                              | Shared, Nous                                                                                          |
| 96          | SOTA open-weight model integration                                                                                                                    | Nous                                                                                                  |
| 97          | Skills system and cross-domain composition                                                                                                            | Oshun, Iris, Nous, Shared                                                                             |
| 98          | AI platform completion                                                                                                                                | Iris, Sophia, Nous, Psyche, Shared                                                                    |
| 99-131      | Kalika mathematics, physics, materials science, and reproducible scientific compute                                                                   | Kalika                                                                                                |
| 132         | Sovereign audio runtime and plugin platform                                                                                                           | Neith, Euterpe, Uzume, Yemaya                                                                         |
| 133         | Composer DAW SOTA expansion                                                                                                                           | Neith, Euterpe                                                                                        |
| 134         | Forge 2D sovereign creative suite                                                                                                                     | Neith                                                                                                 |
| 135         | VFX compositor, post-production, delivery, and virtual production                                                                                     | Neith, Yemaya, Bellona                                                                                |
| 136         | Athena sovereign CAD / EDA / CAM / GIS kernel                                                                                                         | Athena                                                                                                |
| 137         | Platform and live-service sovereignty                                                                                                                 | Neith, Maya, Bellona                                                                                  |
| 138         | DCC and rendering depth parity                                                                                                                        | Neith, Bellona                                                                                        |
| 139         | Sovereign office, scholarly authoring, and collaboration suite                                                                                        | Neith, Oshun, Shared                                                                                  |
| 140         | Sovereign cloud gaming platform                                                                                                                       | Neith, Maya, Bellona                                                                                  |
| 141         | Sovereign 2D animation suite                                                                                                                          | Neith, Yemaya, Hathor                                                                                 |
| 142         | Sovereign product analytics and experimentation                                                                                                       | Neith, Shared, Maat                                                                                   |
| 143         | DCC competitor depth parity                                                                                                                           | Neith, Bellona                                                                                        |
| 144         | Sovereign real-time visualization renderers                                                                                                           | Neith, Bellona, Athena, Cybele, Seshat                                                                |
| 145         | Sovereign CI/CD and software supply-chain platform                                                                                                    | Neith, Shared                                                                                         |
| 146         | Sovereign identity provider                                                                                                                           | Neith, Shared                                                                                         |
| 147         | Sovereign specialist colorist suite                                                                                                                   | Neith, Yemaya                                                                                         |
| 148         | Sovereign DJ workstation                                                                                                                              | Neith, Euterpe, Uzume                                                                                 |
| 149         | Sovereign crash analytics and error tracking                                                                                                          | Neith, Shared                                                                                         |
| 150         | Sovereign password manager and secrets vault                                                                                                          | Neith, Shared                                                                                         |
| 151         | Sovereign EDR / XDR suite                                                                                                                             | Neith, Shared                                                                                         |
| 152         | Sovereign incident management and on-call platform                                                                                                    | Neith, Shared                                                                                         |
| 153         | Sovereign VFX match-move and 3D camera tracking suite                                                                                                 | Neith, Yemaya, Aja, Bellona                                                                           |
| 154         | Neith EEVEE-class real-time rasterizer                                                                                                                | Neith, Bellona                                                                                        |
| 155         | Neith curves-based hair and grooming system                                                                                                           | Neith, Galatea                                                                                        |
| 156         | Neith Grease Pencil-class 2D-in-3D animation                                                                                                          | Neith, Aja, Hathor                                                                                    |
| 157         | Neith Mantaflow-class fluid, smoke, fire, pyro, and particles simulation                                                                              | Neith, Bellona                                                                                        |
| 158         | Neith DCC-integrated video sequence editor                                                                                                            | Neith, Yemaya                                                                                         |
| 159         | Neith engine online subsystem and replication                                                                                                         | Neith, Maya, Bellona                                                                                  |
| 160         | Neith engine frame profiler and diagnostics                                                                                                           | Neith, Bellona, Shared                                                                                |
| 161         | Neith Niagara-class GPU VFX authoring editor                                                                                                          | Neith, Bellona, Yemaya                                                                                |
| 162         | Neith MetaHuman-class digital human pipeline                                                                                                          | Neith, Psyche, Galatea, Aja                                                                           |
| 163         | Neith virtual production stack                                                                                                                        | Neith, Yemaya, Bellona                                                                                |
| 164         | Neith engine monetization and LiveOps stack                                                                                                           | Neith, Maya, Aje                                                                                      |
| 165         | Neith engine creator marketplace and asset store                                                                                                      | Neith, Maya, Oshun                                                                                    |
| 166         | Neith spatial computing and visionOS runtime                                                                                                          | Neith, Psyche, Maya                                                                                   |
| 167         | Neith engine audio architecture depth                                                                                                                 | Neith, Euterpe, Uzume, Psyche, Maya                                                                   |
| 168         | Neith modern global illumination pipeline                                                                                                             | Neith, Bellona                                                                                        |
| 169         | Neith GPU compute shader framework                                                                                                                    | Neith, Nous, Isis, Bellona                                                                            |
| 170         | Neith sculpting depth plus NPR / Freestyle line rendering                                                                                             | Neith, Bellona                                                                                        |
| 171-174     | Unreal Engine and Blender final parity sweeps                                                                                                         | Neith, Bellona, Maya, Aja, Hathor, Yemaya                                                             |
| 175         | Sovereign weather and climate ML                                                                                                                      | Gaia, Nous, Asase, Demeter, Oya, Cybele, Galatea, Lakshmi, Uzume, Aphrodite, Veritas, Kuanyin, Shared |
| 176         | Neural world models and latent dynamics                                                                                                               | Nous, Maya, Galatea, Hathor, Iris, Psyche, Metis, Kuanyin, Shared                                     |
| 177         | Interpretability and continual-learning research                                                                                                      | Nous, Kuanyin, Galatea, Iris, Veritas, Mnemosyne, Sophia, Metis, Shared                               |
| 178         | Autonomous research and agentic scientist                                                                                                             | Nous, Kalika, Sophia, Metis, Mnemosyne, Nisaba, Veritas, Iris, Shared, Maat, Kuanyin                  |
| 179         | Concordia cooperative mediation and negotiation intelligence                                                                                          | Concordia, Nous, Iris, Themis, Maat, Kuanyin, Aje, Contracts, OpenAPI, Proto, Sophia, Oshun, Shared   |
| 180         | Remote creative control plane (remote host, Blender/Unreal deep control, browser automation, computer-use fallback, control room, cloud gateway, MCP) | Bellona, Psyche, Yemaya, Iris, Nous, Oshun, Contracts, OpenAPI, Proto, Shared                         |
| 181         | Phoebe BCI, neuroscience, clinical psychology, and autonomous discovery platform                                                                      | Phoebe, Nous, Kalika, Psyche, Iris, Kuanyin, Shared                                                   |

## Cross-Cutting Scope Rules

- Infrastructure, testing, release, documentation, and DevOps phases are owned
  by `DOMAINS/shared/*` unless a phase names a more specific domain.
- Contract and schema work is split across `DOMAINS/contracts/*`,
  `DOMAINS/openapi/*`, and `DOMAINS/proto/*`.
- ML sovereignty work is centered in `DOMAINS/nous/*`, with domain-specific data
  producers documented in each participating domain.
- Weather and climate ML work is centered in `DOMAINS/gaia/*`; consuming domains
  own their own weather-informed decisions and user-facing workflows.
- Cooperative bargaining and mediation orchestration is centered in
  `DOMAINS/concordia/*`, while model/search primitives remain in Nous, legal and
  governance policy remains in Themis/Kuanyin/Maat, settlement remains in Aje,
  and contracts remain in Contracts/OpenAPI/Proto.
- Skills-system work is centered in `DOMAINS/oshun/*` and `DOMAINS/iris/*`, with
  runtime, model, and governance dependencies covered by Nous and Shared.
- External root projects (`minerva/`, `serwaa/`, `yaa/`) are captured in the
  root `DOMAINS.md` external-project registry and by their integration domains:
  Metis, Psyche, and Veritas.
