Last updated: 2026-05-24 04:00 ICT

Source: Robert KB + Git

Version: v1.1

Release: v3.1.0

Org Chart & Role Policy

Public-safe operating map for who owns coordination, execution, evidence, review, and budget discipline inside the AIOS work system.

This is an operating model summary, not runtime access control, autonomous staffing, or production-readiness evidence.

Operating Org Chart

KB-sourced summary

Lyn / Robert

Executive review and protected decisions

Robert

Personal AI context layer and KB continuity

Hermes

Stage manager, router, trace, and handoff owner

Robert KB + Git

Shared source of truth for decisions, evidence, and handoffs

Codex

Repo and UI implementation

Big Crew

Product, architecture, QA, review

Researcher

Evidence scans and claim safety

Supernova

Opportunity and monetization analysis

Investment Team

Planned specialist lane

optimize-worker

Routing and trace automation

Fallback routing

Alternate path policy

Future crews

Only after scope is proven

Role & Responsibility Policy

Role / teamResponsibilityOwnsDoes not ownBudget policyEscalation rule
Robert / LynExecutive review, taste, risk appetite, and final approval for public, money, legal, privacy, reputation, health, career, and major architecture decisions.Final gate and protected decisionsRoutine execution or broad staffing before evidence existsLyn-gatedStop and ask when the decision is high-risk or hard to reverse.
HermesStage manager, dispatcher, trace recorder, KB maintainer, and task packet owner.Routing discipline, validation summaries, and KB syncUI/code implementation or autonomous final approvalCheap/local firstRoute to Codex, Big Crew, Researcher, Supernova, or Lyn when scope requires it.
CodexRepo, UI, and code implementation executor for bounded task packets.Files changed, build/regression evidence, commit-ready patches, and caveatsProduct strategy, private raw KB exposure, or production-readiness claimsImplementation laneReturn evidence and stop when the task exceeds the packet or exposes risk.
Big CrewScoped product, architecture, engineering, QA, review, and release-readiness work.Role-specific critique, implementation support, QA findings, and release recommendationsAutonomous staffing, final release approval, or Lyn-protected decisionsSenior synthesis onlyUse senior model review only for named decisions with clear expected value.
ResearcherBounded external evidence scans for market context, public claims, and practice checks.Cited evidence, safe-claim boundaries, and research briefsFinal decisions, market certainty, or unsupported uniqueness claimsCheap/web firstEscalate only when synthesis changes a public claim or decision gate.
SupernovaOpportunity and monetization intelligence through advisor-style memos and trigger-based analysis.Business option framing, kill arguments, and monetization questionsActive execution before a concrete trigger existsTrigger-basedActivate only when the business question is bounded and reviewable.
Investment TeamPlanned investment advisory lane after Lyn defines scope, criteria, and evidence requirements.TBD investment workflow once scopedLive investment action, recommendations, or decisions todayNot activeRemain parked until scope and review policy exist.
optimize-workerRouting and workflow execution support for benchmark traces, fallback paths, and thin-slice automation.Structured runs, trace shape, and repeatable validation supportFinal interpretation, provider expansion, or autonomous production routingCheap/local firstEscalate when automation would create false confidence without trace quality.

Budget Policy

Role first, model second. Budget is allocated like workforce salary: use the cheapest reliable route for routine work and reserve senior review for named decisions with a clear expected value.

Cheap/local first
Tier 1

Use for formatting, task packets, trace updates, markdown cleanup, extraction, checklists, and low-risk structured work.

Senior synthesis
Tier 2

Use only when a named review, critique, tradeoff, or decision-quality output needs senior judgment.

Executive escalation
Tier 3

Reserved for rare foundation decisions and Lyn-protected categories; requires an explicit gate.

Implementation lane
Tier 4

Codex is used for repo and UI implementation by role fit, with files, validation, commit, and caveats returned.

No senior delegation without a named decision, expected value, cost cap, and abort condition.

Task Routing Policy

Repo or UI patch
Codex

Use a bounded task packet, then return files changed, validation, commit hash, and caveats.

Architecture or release critique
Big Crew

Use role-specific review for a named decision, then Lyn gates the final call.

External evidence scan
Researcher

Gather cited evidence and safe-claim boundaries; do not make the final claim.

Opportunity analysis
Supernova

Activate only when there is a concrete business trigger and a reviewable output.

Trace, handoff, or validation summary
Hermes

Keep the work structured, public-safe where needed, and synced back to the KB.

Money, legal, privacy, reputation, health, career, or major architecture
Robert / Lyn

Stop for executive review; no delegated role owns the final decision.