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Agent SystemVerified

AkashicOS

A verified 17-agent local-first agent operating environment spanning research, markets, publishing, marketing, development, real-estate, and Arena workflows.

By Stella Nova Education  •  Proprietary / research deployment  •  Verified

Open agent system visualization
OverviewPerformanceHardwareAgentsModelsVersionsCommunity
—tokens/second
1 × NVIDIA GeForce RTX 4070 TiGPUs (tested)
16.00 GBVRAM
—System RAM

About this system

AkashicOS v0.2.149 is a local-first agent operating environment with 17 verified logical agent identities across two delegated OpenBot runtime carriers. The registry record covers the established core agents plus nine primary agents in Marketing, Development, and Real-Estate, and it records the three local Qwen model aliases evidenced in the runtime. System-level verification confirms registry identity, logical roster, v0.2.149 Phase 4 acceptance evidence, model inventory, and agent-registration capability. It does not verify throughput or the owner-supplied RTX 4070 Ti / 16 GB benchmark pairing; that benchmark remains independently unverified.

Agent Registration SupportedAgents: 17

Benchmark provenance

MetricValueHardwareRuntimeContextSourceVerification
Owner hardware profilePending measurement1 NVIDIA GeForce RTX 4070 Ti—self reportedunverified

Hardware & test envelope

GPUNVIDIA GeForce RTX 4070 Ti
GPU Count1
VRAM16.00 GB
CPUIntel Core i9 (exact SKU unspecified)
CPU Cores24
Quantization—

Owner-supplied seed hardware. The GPU model was corrected to RTX 4070 Ti. The reported 16 GB VRAM pairing should be verified against the exact GPU SKU before benchmark publication. No throughput value is asserted. System verification does not verify this benchmark. Hardware/throughput provenance remains independently unverified until an exact reproducible benchmark and exact GPU SKU are checked.

Agent roster

Verified logical identities registered as part of this agent system. Runtime carriers are execution metadata, not separate learners.

AgentDomainRoleRuntime carrierVerification
Development Architect
development-architect
developmentarchitectureknowledgeverified
Owns systems architecture, technical decomposition, interfaces, dependencies, threat modeling, and implementation planning.
Development Engineer
development-engineer
developmentengineeringgeneral-assistantverified
Owns implementation, integration, debugging, refactoring, code quality, and delivery against approved technical plans.
Development QA
development-qa
developmentqaknowledgeverified
Owns test strategy, regression coverage, behavioral acceptance, release evidence, failure reproduction, and closure verification.
general-assistant
general-assistant
generalgeneral assistantgeneral-assistantverified
General Assistant logical identity and direct OpenBot runtime carrier.
knowledge
knowledge
knowledgeknowledgeknowledgeverified
Knowledge logical identity and direct OpenBot runtime carrier.
Marketing Content
marketing-content
marketingcontentknowledgeverified
Owns brand voice, editorial calendars, campaign content, social/email/web assets, and content-quality review.
Marketing Growth
marketing-growth
marketinggrowthgeneral-assistantverified
Owns acquisition funnels, SEO/SEM, experimentation, CRM lifecycle, conversion analysis, and growth analytics.
Marketing Strategy
marketing-strategy
marketingstrategygeneral-assistantverified
Owns positioning, audience segmentation, campaign strategy, channel planning, budget allocation, and measurement design.
Einstein
markets-einstein
marketssupervisory epistemicgeneral-assistantverified
Markets supervisory epistemic agent. Synthesizes, falsifies, calibrates uncertainty, and challenges unsupported opportunity claims. Zero brokerage permissions.
Markets Flow
markets-flow
marketsmicrostructureknowledgeverified
Markets microstructure and Swarm Radar agent for flow, liquidity, spread, persistence, crowding, and exhaustion evidence. Zero brokerage permissions.
Markets Quant
markets-quant
marketsquantitativegeneral-assistantverified
Markets quantitative agent for statistical validation, backtests, walk-forward analysis, multiple-testing risk, and cost-adjusted evidence. Zero brokerage permissions.
Markets Regime
markets-regime
marketsregimegeneral-assistantverified
Markets macro/regime agent for cross-asset context, volatility regimes, session structure, and scenario risk. Zero brokerage permissions.
Markets Research
markets-research
marketsresearchknowledgeverified
Markets evidence agent for source validation, fundamentals, news, catalysts, and research provenance. Zero brokerage permissions.
Publishing
publishing
publishingeditorial productiongeneral-assistantverified
Publishing editor and production publisher for evidence-preserving manuscript recovery, editorial processing, KDP template compliance, metadata integrity, cover/interior coordination, and professional release QA. Preserve authorial intent and provenance; never silently invent facts, citations, source text, metadata, or completion evidence.
Real Estate Acquisitions
realestate-acquisitions
real-estateacquisitionsgeneral-assistantverified
Owns sourcing, market/comparable review, pipeline triage, diligence coordination, and acquisition opportunity framing.
Real Estate Operations
realestate-operations
real-estateoperationsgeneral-assistantverified
Owns asset/portfolio operations, budgets, property-management workflows, maintenance, leasing, and operating-performance review.
Real Estate Underwriting
realestate-underwriting
real-estateunderwritingknowledgeverified
Owns underwriting, cash-flow modeling, cap-rate and financing analysis, sensitivity testing, and investment-risk evidence.

Runtime models

Models evidenced in the AkashicOS local runtime. Model-record verification does not certify throughput or hardware benchmark claims.

ModelLocal aliasPurposeFamilyLicenseStatus
Qwen3-Coder 30Bworkos-qwen3-coder:30bprimary agent / code / textQwen3-CoderApache-2.0Active
Runtime presence/alias is evidenced from the AkashicOS local Ollama inventory. Upstream model identity/license is separately documented. This relationship is not a throughput benchmark.
Qwen3-VL 8Bworkos-qwen3-vl:8bvision / multimodalQwen3-VLApache-2.0Active
Runtime presence/alias is evidenced from the AkashicOS local Ollama inventory. Upstream model identity/license is separately documented. This relationship is not a throughput benchmark.
Qwen2.5-Coder 14Bworkos-qwen2.5-coder:14bsecondary / fallback coderQwen2.5-CoderApache-2.0Installed
Runtime presence/alias is evidenced from the AkashicOS local Ollama inventory. Upstream model identity/license is separately documented. This relationship is not a throughput benchmark.

Versions

VersionReleasedCommit
0.2.1492026-09-14 13:45:37—
seed-2026-09-132026-09-14 09:39:30—