The ARC Ecosystem
April 22, 2026 · View on GitHub
ARC-Core is the root authority in the seven-repo ARC governed-AI ecosystem. Every other repository either embeds ARC-Core's event-and-receipt discipline directly or produces artifacts that conform to its doctrine.
This document is the canonical index of where ARC-Core is used and exactly what each sibling uses it for.
Quick map
| # | Repo | Role | Consumes ARC-Core for |
|---|---|---|---|
| 1 | ARC-Core (you are here) | Event / receipt / authority spine | — |
| 2 | arc-lucifer-cleanroom-runtime | Deterministic operator kernel | Kernel event log shape, replay semantics |
| 3 | arc-cognition-core | Model-growth lab | Promotion gate authority, training-run receipts |
| 4 | ARC-Neuron-LLMBuilder | Governed build loop | Gate v2 receipts, conversation pipeline events |
| 5 | arc-language-module | Canonical lexical truth | Self-fill arbitration, provenance flow |
| 6 | omnibinary-runtime | Binary mirror / runtime ledger | Receipts-first execution model |
| 7 | Arc-RAR | Archive / rollback bundles | Manifest receipts, extraction audit |
1. arc-lucifer-cleanroom-runtime
Cleanroom's deterministic kernel is ARC-Core's discipline running at machine speed.
What Cleanroom uses ARC-Core for
- Event-log shape — Cleanroom's
KernelEngineuses the same append-only, proposal-then-evidence-then-receipt shape that ARC-Core defines. Every kernel operation is an ARC-Core-style event with a SHA-256 identity. state_at(event_id)replay — the point-in-time replay semantics mirror ARC-Core's ability to reconstruct state by replaying the event log.- Policy evaluation — Cleanroom's policy engine rejects operations before they execute; this is ARC-Core's authority-gating pattern pushed down into the runtime.
- Branch planning — speculative forks of the event log are ARC-Core receipts that haven't been committed; merging a branch promotes its receipts into the main chain.
- Receipt recording — every operation that executes leaves a receipt in the log.
Where the boundary sits
- ARC-Core owns: the receipt format, proposal/evidence/authority contract, SHA-256 identity rules, audit-log semantics.
- Cleanroom owns: the deterministic execution shell, the branch/merge logic, the policy enforcement, the per-process resilience primitives.
2. arc-cognition-core
Cognition Core treats every training run as an ARC-Core event.
What Cognition Core uses ARC-Core for
- Training-run receipts — each
lora_train,merge,gguf_exportstage writes a manifest that follows ARC-Core's receipt discipline (inputs, outputs, SHA-256 identity, authority). - Promotion gate v1 authority — the original promotion gate used ARC-Core's authority-gating pattern: who may promote a candidate, under what conditions, with what evidence.
- Benchmark schema — tasks carry
id,capability,domain,difficulty,prompt,reference,scoring,tags— all traceable via ARC-Core-style addressable identity. - Experiment tracking — every run manifest is a receipt-producing event.
Where the boundary sits
- ARC-Core owns: the receipt primitive, authority definition, evidence contract.
- Cognition Core owns: the training pipeline, the benchmark corpus, the scorer, the model-family lineage.
3. ARC-Neuron-LLMBuilder
LLMBuilder's Gate v2 is ARC-Core's authority pattern applied to model promotion.
What LLMBuilder uses ARC-Core for
- Gate v2 promotion receipts — every promotion decision (
promote/archive_only/reject) produces a JSON receipt with the same fields ARC-Core mandates: candidate, incumbent, evidence (scored outputs), authority (Gate v2 doctrine), SHA-256 identity. - Conversation pipeline events — every
ConversationRecordis an ARC-Core event type. The canonical conversation pipeline (runtime/conversation_pipeline.py) mirrors ARC-Core's ingest-then-receipt flow. - OBIN v2 indexed ledger — LLMBuilder's Omnibinary ledger is structurally an ARC-Core-shaped event log with binary framing and a sidecar index.
- Arc-RAR bundle contracts — promoted candidate bundles are receipt-verified packages; the manifest inside each bundle is an ARC-Core-verifiable artifact.
- Floor model updates — floor lock operations are audit-producing events.
Where the boundary sits
- ARC-Core owns: receipt shape, event identity, authority gating, evidence contract.
- LLMBuilder owns: the conversation pipeline, Gate v2 logic, reflection loop, language absorption, the canonical build loop.
4. arc-language-module
The Language Module's governance is ARC-Core's provenance flow for words.
What the Language Module uses ARC-Core for
- Provenance-aware ingestion — every lemma, variant, concept, pronunciation, transliteration carries an ARC-Core-shaped provenance record: source, trust rank, timestamp, authority.
- Self-fill arbitration — when two sources disagree on a term, the arbitration flow follows ARC-Core's dual-record discipline (flag the contradiction, preserve both, require receipt-based resolution).
- Release integrity — language data ships in governed snapshots; every snapshot is an ARC-Core-verifiable release artifact.
- Evidence export — language data exports use the same evidence-pack format ARC-Core defines.
Where the boundary sits
- ARC-Core owns: provenance record shape, trust-rank doctrine, contradiction handling.
- Language Module owns: the canonical language graph, ingestion services, translation abstraction.
5. omnibinary-runtime
OmniBinary's execution ledger is ARC-Core's receipt-first discipline applied to binaries.
What OmniBinary uses ARC-Core for
- Receipts-first observability — every binary operation (intake, classification, decode, dispatch, JIT, lane execution) produces a receipt before producing a result, mirroring ARC-Core's stance.
- Runtime ledger — the indexed binary mirror is an ARC-Core-shaped event log applied to binary state changes.
- Execution lanes — managed, native, and DBT lanes are each ARC-Core authority-gated: who may execute in which lane under what policy.
- Cache integrity — block-cache and translation-cache policies prioritize correctness (ARC-Core discipline) over raw throughput.
Where the boundary sits
- ARC-Core owns: the receipt, the authority, the identity rules.
- OmniBinary owns: the binary intake pipeline, the JIT backends, the execution lanes, the cache policy, the personality contract.
6. Arc-RAR
Arc-RAR's archives are ARC-Core-verifiable restoration bundles.
What Arc-RAR uses ARC-Core for
- Manifest receipts — every Arc-RAR bundle carries a manifest with SHA-256 identity that ARC-Core's receipt chain can verify.
- Evidence-producing extraction — extracting a bundle produces an ARC-Core-style receipt: what was extracted, where, by whom, with what authority.
- Rollback semantics — restoring from an Arc-RAR bundle is an event with its own receipt chain.
- Cross-repo trust — any system can verify an Arc-RAR bundle against the ARC-Core receipt chain without trusting Arc-RAR's tooling directly.
Where the boundary sits
- ARC-Core owns: the receipt format, SHA-256 identity rules, evidence-export spec.
- Arc-RAR owns: the bundle format, CLI/FFI/IPC surfaces, native-app controls, rollback execution.
Consumer applications — ARC-Core beyond the governed-AI stack
ARC-Core is also the authority/receipt backbone for several consumer applications, games, simulators, and commercial product backends that are not part of the core seven-repo governed-AI ecosystem but depend on ARC-Core's discipline for the same reasons: event truth, receipt chains, and authority gating.
Each of the five consumer repos below now carries its own 🔐 Built on ARC-Core section with a per-project pattern-mapping table, so the relationship is documented bidirectionally.
| Application | Repository |
|---|---|
| 🎮 Rift Ascent | RiftAscent |
| 🌌 Seeded Universe Recreation Engine | Seeded-Universe-Recreation-Engine |
| 🎨 Proto-Synth Grid Engine | Proto-Synth_Grid_Engine |
| 🔭 Neo-VECTR Solar Sim | Neo-VECTR_Solar_Sim_NASA_Standard |
| 🎵 TizWildin Entertainment Hub | TizWildinEntertainmentHUB |
| 🏠 RAG Command Center | RAG-Command-Center |
| 🤖 Robotics Master Controller | Robotics-Master-Controller |
| 📈 BrokeBot (CEX funding-rate arb) | BrokeBot |
| 📈 Charm (Uniswap v3 spot bot) | Charm |
| 📈 Harvest (multi-TF crypto platform) | Harvest |
| 📈 One-Shot-Multi-Shot (binary options) | One-Shot-Multi-Shot |
| 📈 DecaGrid (capital-ladder grid docs) | DecaGrid |
| 📈 EdgeStack_Currency (execution spec) | EdgeStack_Currency |
| 💸 VALLIS Liquidity (traffic hub + router) | VALLIS_Liquidity |
| 💸 ADMENSION (ad monetization + liquidity pools) | ADMENSION |
🎮 Rift Ascent
A canvas-based action game with prestige cycles, upgrades, co-op, and procedural audio — coming to iOS and Android.
What Rift Ascent uses ARC-Core for
- Player-event ledger — every move, kill, heat-gain, prestige cycle, and upgrade purchase becomes an ARC-Core-shaped event with a SHA-256 identity.
- Co-op session receipts — multiplayer sessions produce receipts for every shared state transition, so both clients converge on the same canonical event log.
- Tamper-evident high-score chain — leaderboard submissions are signed receipts. Any modification breaks the chain and is detected at verification time.
- Deterministic replay — any game session can be replayed by re-applying its event log through the canonical pipeline. Combat outcomes are reproducible.
- Anti-cheat audit — client-side actions that skip the receipt flow are rejected by the server. The receipt chain is the anti-cheat layer.
Where the boundary sits
- ARC-Core owns: the event shape, the signing-key contract, the receipt format, the authority-to-act checks.
- Rift Ascent owns: the gameplay, the rendering, the procedural audio, the prestige math, the upgrade trees.
🌌 Seeded Universe Recreation Engine
A deterministic seed-based universe engine for recreating universes from a single seed with full provenance.
What Seeded-Universe uses ARC-Core for
- Seed receipts — every universe-generation event carries a receipt identifying the seed, the generator version, the generation rules applied, and the SHA-256 of the resulting state.
- Entity resolution for celestial objects — stars, planets, moons, orbital systems, and galactic structures all flow through ARC-Core's entity-resolution pattern, so the same object has the same canonical identity across any recreation.
- Deterministic simulation replay — a universe can be regenerated bit-for-bit from its seed + event log, with every intermediate state addressable by event ID.
- Authority over "this seed produced this universe" — a signed receipt chain proves the generation is authentic and not tampered with.
Where the boundary sits
- ARC-Core owns: seed-receipt contract, entity identity rules, authority-chain verification.
- Seeded-Universe owns: the generation algorithm, the universe graph, the rendering, the navigation.
🎨 Proto-Synth Grid Engine
An experimental 2D/3D low-weight system for structured grid-based cognition and visualization.
What Proto-Synth uses ARC-Core for
- Grid-event log — every grid mutation (cell update, actor move, layer change) is an ARC-Core event with a receipt.
- Entity tracking for grid actors — persistent actors carry ARC-Core-style entity identity that survives save/load and network sync.
- Deterministic state transitions — grid state is derived by replaying events. The grid never mutates in place.
- Authority-gated mutations — who may modify which layer under what policy is decided by ARC-Core's authority primitive.
- Persistence via receipt chain — save files are event logs + final-state snapshots, verified by the receipt chain on load.
Where the boundary sits
- ARC-Core owns: event shape, entity identity, authority gating, receipt chain.
- Proto-Synth owns: the grid rendering, the actor behaviors, the layer system, the UI.
🔭 Neo-VECTR Solar Sim (NASA Standard)
A low-weight 2D-engine (visually 3D) astronomy simulator that renders only proven celestial objects through a deterministic universe graph. Portable offline client with catalog-driven truth packs.
What Neo-VECTR uses ARC-Core for
- Truth-pack receipt chain — every celestial object ships with a provenance receipt citing its NASA-standard source (catalog, identifier, observation run). Truth packs are ARC-Core-verifiable release artifacts.
- Event-sourced navigation — camera, zoom, pan, and scale-tier transitions are events. Any viewport state is reconstructable from its event log.
- Authority over "proven" — the NASA-standard qualifier is an authority claim backed by ARC-Core's proposal-evidence-receipt flow. Unverified objects are flagged, not silently rendered.
- Deterministic universe-graph replay — the universe graph itself is derived from the truth packs + event log. Two users with the same packs see the same universe bit-for-bit.
- Offline verification — because receipts are SHA-256-addressable, truth packs can be verified offline without contacting a server.
Where the boundary sits
- ARC-Core owns: the truth-pack receipt format, the authority-over-provenance contract, the event-sourcing pattern.
- Neo-VECTR owns: the catalog ingestion, the orbit math, the rendering, the scale-tier navigation.
🎵 TizWildin Entertainment Hub — entire plugin ecosystem
The authority + orchestration backend for the TizWildin plugin ecosystem. FastAPI service managing entitlements, seats, Stripe billing, and GitHub release polling for 14 JUCE audio plugins.
This is ARC-Core's largest commercial consumer. The TizWildin Hub was built directly on ARC-Core discipline and is the authority layer for a live 14-plugin commercial ecosystem.
What TizWildin Hub uses ARC-Core for (full surface)
- Entitlement receipts — every purchase produces a signed receipt linking a customer identity to a plugin license. Entitlements are ARC-Core events, not mutable rows.
- Seat-assignment audit trail — every seat activation, deactivation, and transfer is an event with its own receipt. Seat history is queryable by replaying the event log.
- Stripe billing event log — Stripe webhook events are ingested into the ARC-Core event chain. Billing disputes are resolved by replay, not by reconciling external state.
- GitHub release-polling event chain — new plugin releases are events. Customers' update-eligibility is derived by replaying the release chain against their entitlement chain.
- Authority-gated activation — the activation check is the same authority primitive ARC-Core uses for analyst actions: role, session, proof-of-purchase, machine fingerprint.
- Support-case management — support tickets are cases with attached events (purchase, activation attempts, error logs). The same case pattern ARC-Core pioneered.
The 14 JUCE plugins served by this Hub
The real plugin roster (as listed in the TizWildin Hub README):
- FreeEQ8 — 8-band parametric EQ with dynamic EQ, linear-phase, match EQ, M/S, spectrum analyzer ✅ Production
- PaintMask — visual paint-based audio processing; brush strokes become MIDI patterns ⚠️ Beta
- WURP — Toxic Motion Engine: formant motion, corrosive saturation, elastic pitch ✅ Production
- AETHER — choir & atmosphere designer: procedural choirs, pads, evolving textures ⚠️ Beta
- WhisperGate — procedural whispers and ritual atmospheres via interactive geometry ✅ Production
- Therum — bootleg Serum: free wavetable synth ✅ Production
- Instrudio — 10 fully playable instruments; cross-platform instrument ecosystem ⚠️ Beta
- BassMaid — bass enhancement and low-end processing ✅ Production
- SpaceMaid — spatial audio: depth, width, reverb ✅ Production
- GlueMaid — mix-bus glue and cohesion ✅ Production
- MixMaid — spectral balance and mix correction ✅ Production
- ChainMaid — sidechain ducking and pumping effects ✅ Production
- RiftWave Suite — modular synth + waveform synthesis ⚠️ Beta
- FreeSampler — lightweight audio sampler plugin 🚧 Dev
Each plugin talks to the Hub over HTTPS, and every license check, update check, and activation attempt becomes an ARC-Core event in the Hub's backend.
Where the boundary sits
- ARC-Core owns: the receipt format, the entitlement-event shape, the authority-over-activation contract, the case-management pattern.
- TizWildin Hub owns: the Stripe integration, the FastAPI routes, the customer-facing UI, the plugin-specific activation logic, the GitHub release polling.
- Individual plugins own: their DSP, their UI, their JUCE bindings. They consume the Hub, which consumes ARC-Core.
📈 Trading fleet — six repos, one event spine
Six public trading / execution-spec repos share a single ARC-Core-compatible doctrine: every market tick is an event, every order is a proposal, every fill is a receipt, every risk limit is an authority check, every backtest is a deterministic replay of the event log.
Every fleet repo also publishes a live GitHub Pages docs site (served from main / /docs).
| Repo | Role | Docs site | Stack | ARC-Core mapping |
|---|---|---|---|---|
| BrokeBot | CEX funding-rate arbitrage (small accounts, USDT-TRC20) | garebear99.github.io/BrokeBot | Python, Binance Futures | Funding tick = event · entry decision = proposal · fill = receipt · risk-limit halt = authority refusal · kill switch = manual authority override |
| Charm | On-chain spot bot on Base (Uniswap v3, ≤$12 accounts) | garebear99.github.io/Charm | Node.js, ethers.js | Pool sample = event · mean-reversion trigger = proposal · swap tx = receipt · dedicated-wallet private key = scoped auth_user · per-session cap = authority limit |
| Harvest | Multi-timeframe crypto research platform with grid-search | garebear99.github.io/Harvest | Python, Web3 | OHLCV ingest = events · strategy selection = proposal w/ evidence · backtest = deterministic replay · data-freshness gate = authority refusal · MetaMask session = scoped auth |
| One-Shot-Multi-Shot | Binary-options engine with 3-hearts risk lifecycle | garebear99.github.io/One-Shot-Multi-Shot | JS / HTML5, MetaMask | Prediction tick = event · trade gate = proposal · outcome = receipt · heart depletion = authority halt · daily cap = authority ceiling |
| DecaGrid | Capital-ladder grid docs pack (whitepaper, runbook, DecaScore) | garebear99.github.io/DecaGrid | Static HTML / PDF | DecaScore tier = authority stratum · ladder rung = sizing authority · runbook clause = authority contract · records page = receipt-chain spec |
| EdgeStack_Currency | Canonical event-sourced multi-currency execution spec | garebear99.github.io/EdgeStack_Currency | Plain-prose spec | Immutable event ledger = ARC-Core event log · FILL_PARTIAL / FX_CONVERSION / FEE = receipts · RECONCILIATION_CORRECTION = authority-gated dual-record event |
Where the boundary sits
- ARC-Core owns: the event shape, the authority-gating primitive, the receipt chain, deterministic replay, the reconciliation contract.
- Each bot owns: its venue adapter, its signal logic, its risk math, its UI. When wired to ARC-Core, decisions become receipts and the spine becomes the auditable journal.
- DecaGrid owns the policy (how the ladder ought to escalate), [BrokeBot / Charm / Harvest / One-Shot-Multi-Shot] own the actuator (what orders to send), and EdgeStack_Currency owns the ledger shape (how state must move between accounts / venues / currencies). ARC-Core owns the truth of what happened.
💸 Liquidity & monetization infrastructure — VALLIS ecosystem backend
VALLIS_Liquidity is the traffic hub + router that fronts the VALLIS ecosystem. ADMENSION is the ad-monetization + liquidity-pool application it hosts. Together they form a two-layer stack: VALLIS_Liquidity owns attribution + routing, ADMENSION owns monetization + pools. ARC-Core owns the event truth underneath both.
What VALLIS_Liquidity uses ARC-Core for
- Hub event log — every
hub_hitat the root domain and everyhub_redirectto a subsystem (/ADMENSION/,/VALLIS/) is an ARC-Core event with SHA-256 identity. - Attribution discipline —
utm_*,referrer,adm,s,seedparams are captured into event provenance (ARC-Core's entity-identity + evidence pattern) and preserved across redirects so downstream systems can attribute revenue share correctly. - Routing as proposal + evidence — the router's decision between ADMENSION vs VALLIS,
auto=1vs hub UI, is a proposal whose evidence is the captured params and whose receipt is the final redirect. - Collector federation — the optional
ADMENSION_COLLECTOR_URLshape lets both the hub and ADMENSION emit into the same event collector. ARC-Core normalizes that into a single receipt chain.
What ADMENSION uses ARC-Core for
- Ad-placement event catalog — 154 placements become a typed event catalog; every impression, click, and contribution is an ARC-Core event.
- Revenue-share as proposal → evidence → receipt — contribution calculations, pool deposits, and payouts flow through ARC-Core's canonical proposal/authority/receipt discipline instead of being implicit ledger updates.
- SENTINEL safety = authority gating — SENTINEL's policy checks map onto ARC-Core's authority primitive: refuse-then-log instead of log-then-maybe-refuse.
- SCAR continuity = receipt chain — SCAR's continuity semantics are ARC-Core's tamper-evident receipt chain by another name.
- 5 liquidity pools + Anunnaki Vault — pool state is an authority-gated entity in ARC-Core terms; every rebalance is a receipted event.
- EVE AI chatbot — each user-visible interaction is an event with provenance, so support and dispute replay is possible.
- Smart-contract calls — on-chain transactions become ARC-Core receipts with a second, on-chain proof; the two chains co-sign the same history.
Where the boundary sits
- ARC-Core owns: event identity, authority primitive, receipt chain, attribution provenance, deterministic replay.
- VALLIS_Liquidity owns: the traffic-hub UX, the redirect logic, the param-capture behavior, the
ads.txtsurface. - ADMENSION owns: the ad-placement taxonomy, the revenue-share math, the pool curves, the smart-contract surface, the EVE chatbot, the SENTINEL / SCAR implementations.
- Relationship: VALLIS_Liquidity is the backend-of-the-backend (traffic → attribution → route); ADMENSION is the application it hosts; ARC-Core is the receipt-chain both emit into. Neither VALLIS_Liquidity nor ADMENSION owns "the truth" — they own their domain; ARC-Core owns the record.
🔮 Future development plans — ARC-Core roadmap
These four repos are research-grade scaffolds positioned to become ARC-Core's next production integrations. Each one extends the kernel's five primitives (event / entity / edge / proposal / receipt) into a new surface. None of them are in production today; the doctrine and the repos both exist.
1. ARC-Turbo-OS — deterministic execution runtime (2×–100× OS speed-ups)
Repo: ARC-Turbo-OS
Vision: Turn every OS task into a canonical problem graph, cache resolved outputs by their canonical identity, and reuse them on subsequent runs. Potentially 2× to 100+× faster OS-level execution for workloads with any repeatable structure.
What ARC-Core will provide
- Canonical-graph events — the hash of a problem graph is ARC-Core's event identity. Two identical problem graphs in different runs share one event.
- Resolved-output reuse = receipt reuse — cached outputs become receipts addressable by
state_at(event_id). A Turbo OS run is either "here's a fresh receipt" or "here's the receipt I produced last time, verifiable against the chain". - Authority-gated dispatch — which execution lane runs a task (native, JIT, sandboxed) is an authority decision with an audit trail.
- Externally-verifiable speedups — because every cached answer is a receipt, Turbo OS's speed claims can be verified from outside the runtime without trusting Turbo OS itself.
Where the boundary sits
- ARC-Core owns: event identity, receipt chain, authority primitive, deterministic replay contract.
- ARC-Turbo-OS owns: the canonical-graph transformer, the resolved-output cache, the dispatch lanes, the OS-level integration.
2. Proto-AGI — persistent, memory-backed, tool-using loop
Repo: Proto-AGI
Vision: A practical architecture for moving from a local assistant/controller toward a persistent, memory-backed, tool-using proto-AGI loop — the bridge between a stateless chatbot and a governed long-running agent.
What ARC-Core will provide
- Persistent memory = event log — the agent's memory is an ARC-Core append-only event log. Memory never mutates in place; it accumulates.
- Tool calls = proposals — every tool invocation carries arguments, an authority claim, and enters the proposal pipeline before it executes.
- Tool returns = receipts — every return value is a receipt linked back to its proposal. Failure modes are receipts too.
- Session replay — any session can be reconstructed by replaying its slice of the event log, with authority pinned to the originating session's role.
- No forged history — because the chain is tamper-evident, the agent cannot rewrite its own past to escape a governance decision.
Where the boundary sits
- ARC-Core owns: event log, receipt shape, authority primitive, replay semantics.
- Proto-AGI owns: the reasoning loop, the tool registry, the memory retrieval policy, the action selection logic.
3. AGI_Photon-Quantum-Computing — Photon AGI thinking core + SSOT bot lab
Repo: AGI_Photon-Quantum-Computing
Vision: Production dossier for a Photon AGI thinking core paired with a SSOT (single source of truth) bot lab that produces candidate cognition modules and promotes them under governance.
What ARC-Core will provide
- SSOT is the ARC-Core primitive — the entire kernel is built around "one canonical record, receipt-verified". Photon's SSOT requirement maps onto ARC-Core directly.
- Thinking steps = events — each step of photon-flavoured cognition is an event with a SHA-256 identity.
- Candidate promotion = Gate-v2 flow — promoting a thinking-core candidate follows the same proposal / evidence / receipt discipline LLMBuilder's Gate v2 uses today, extended to the photon lane.
- Benchmark receipts — every experiment in the bot lab emits a receipt: inputs, outputs, scoring, canonical identity, authority. Benchmarks are replayable by construction.
Where the boundary sits
- ARC-Core owns: SSOT primitive, receipt chain, authority contract, event identity rules.
- AGI_Photon-Quantum-Computing owns: the photon cognition model, the thinking-core architecture, the bot-lab harness, the scorers, the promotion doctrine.
4. A-real-time-spatial-signal-intelligence-engine — geospatial signal intelligence
Repo: A-real-time-spatial-signal-intelligence-engine
Vision: Google Earth + WiFi / RF analysis + device tracking + physics simulation + satellite imagery, fused into a single real-time spatial intelligence surface. This is the natural upgrade path for ARC-Core's existing geospatial primitives.
What ARC-Core will provide (today's kernel already has most of this)
- Geo-tagged events — every RF / WiFi / satellite reading is an event with a position, timestamp, and provenance. ARC-Core's geospatial layer already handles structures / sensors / geofences / blueprints / calibration / tracks / incidents.
- Device identity over time — a moving device becomes an ARC-Core entity; its track is a sequence of events with a stable identity.
- Geofence triggers = authority gates — entering / exiting a zone of interest is an authority event. Incidents are first-class receipt-producing entities.
- Physics-sim replay — propagating signals through terrain / atmosphere is a deterministic replay of the event stream through a solver. If the inputs replay, the outputs must replay.
- Evidence export — any investigation can export a portable, receipt-verifiable evidence pack covering a geographic + temporal window.
Where the boundary sits
- ARC-Core owns: the geospatial primitive set, entity identity, receipt chain, evidence-pack format.
- A-real-time-spatial-signal-intelligence-engine owns: the RF / WiFi analyzers, the satellite ingestion pipeline, the physics solver, the Google-Earth-grade visualization, the device-tracking correlator.
Status and cadence
These four repos are explicitly roadmap, not production. Each one will move into the core 7+15 picture in order once its ARC-Core integration lands:
- Turbo OS moves first because OS-level speedups unblock every other surface.
- Proto-AGI moves second because a persistent memory-backed loop is the substrate several other repos will depend on.
- Photon + SSOT moves third (large-model-family compatible).
- Spatial signal intelligence moves fourth because today's kernel already covers ~70% of its doctrine requirements; it needs integration work, not invention.
The consumer-application rule
Consumer applications can use ARC-Core's discipline without being part of the governed-AI ecosystem. The rule is the same in both directions:
- ARC-Core provides: authority, events, receipts, SHA-256 identity, evidence export.
- Consumer owns: the domain logic (game rules, simulation physics, plugin DSP, billing logic, UI).
ARC-Core does not try to render anything, simulate anything, synthesize audio, run a physics engine, process payments, or know what a "celestial object" is. It knows what an event is, what a receipt is, and what authority means. That's enough to serve both a governed-AI lab and a commercial plugin ecosystem.
The frozen-roles contract
The core rule across the whole ecosystem: roles never swap. ARC-Core's role is authority over events and receipts. Nothing else in the stack may claim that role.
- Cleanroom enforces deterministic execution, not event truth.
- Cognition Core owns the model-growth doctrine, not the receipt primitive.
- LLMBuilder assembles the governed build loop, not the authority layer.
- Language Module owns lexical truth, not the general authority contract.
- OmniBinary owns the binary substrate, not the event-identity rules.
- Arc-RAR owns archive bundles, not the receipt-chain verification logic.
If any new capability is proposed that would require a sibling to own ARC-Core semantics, the correct answer is to extend ARC-Core itself — not to duplicate the authority layer elsewhere.
Integration direction
The full cross-repo integration is described in the LLMBuilder roadmap v1.3.0 "Multi-Repo Integration" milestone. Key milestones that involve ARC-Core directly:
- Co-signed receipts — LLMBuilder Gate v2 decisions co-signed with an ARC-Core signing key so external parties can verify a promotion happened inside a governed lab.
- OmniBinary ↔ LLMBuilder federation — OmniBinary subscribing to LLMBuilder's OBIN v2 events via the ARC-Core event bus.
- Cleanroom kernel hosting — LLMBuilder's canonical conversation pipeline running inside Cleanroom's kernel with ARC-Core receipts as the shared audit trail.
- Language Module canonicalization — LLMBuilder's terminology store syncing with the Language Module via ARC-Core provenance events.
Sponsoring the ecosystem
All seven repositories share a single author and a single funding target:
- GitHub Sponsors: https://github.com/sponsors/GareBear99
- Direct contribution: open issues and PRs in whichever repo owns the change
Sponsorship funds hardening across all seven repos — ARC-Core governance, sibling integration contracts, and the production documentation.
One-line summary
Every receipt in the ARC ecosystem derives from the discipline defined in ARC-Core. Nothing in this stack is trustworthy without it.