OctaFlow
Project Rapido · v1 · draft for board review

An org chart of agents, and the documents that make them work

This document defines the organizational architecture for the two agentic companies we run on the Project Rapido stack — GEB (Global Economic Bridge) and Octaflow — as an org chart of generic, reusable roles, and it specifies, per role, which organizational documents must feed that agent's system prompt and why.

An agent in this system is not a chat persona. It is a role whose behaviour is the sum of four Paperclip artifacts (AGENTS.md, SOUL.md, HEARTBEAT.md, TOOLS) plus the source documents those artifacts point at. The artifacts are the shape of the role; the organizational documents are the substance. A role with a good SOUL.md but no company documentation to reference will produce confident, well-worded, wrong work. The point of this document is to make the substance explicit so Aman and Rajan know exactly what to write and hand over.

Scope

Role definitions, hierarchy, the document catalogue, the role×document matrix, and a compulsory/good-to-have classification. Out of scope: the per-role AGENTS/SOUL/HEARTBEAT/TOOLS themselves.

Agent role a seat in Paperclip / Fusion = THE SHAPE — 4 ARTIFACTS AGENTS.md SOUL.md HEARTBEAT.md TOOLS + THE SUBSTANCE — DOCS Vision & use cases Architecture Gates & rubrics Security & evidence Voice · budget · glossary Good shape, no substance = confident, well-worded, wrong work
A role is its artifacts plus the documents they point at
01 / 08 · Purpose
Five rules the architecture follows

Design principles

One role catalogue serves both companies; documents feed prompts rather than being copied into them; the org spans two planes; human oversight is a role; and every company starts small and grows by need.

1 · Generic roles, adapted per company One role catalogue serves both companies; GEB and Octaflow adapt each role rather than inventing bespoke titles. This mirrors the Paperclip companies/ library — the same handful of roles (CEO, CTO, QA, Reviewer, Release, Research) recur across 16 companies and 440+ agents; specialization is configuration, not new archetypes.
2 · Documents feed prompts; prompts don't embed them A system prompt references the vision, the architecture, the conventions, and it does not copy them. The documents live in the seam repo (read scope per role) so they change once and every agent inherits the change. Same "config per product, not code per product" rule the GEB Shared Runtime follows.
3 · Two planes, one org Governance roles live in Paperclip (plan, approve, gate); execution roles live in Fusion (build, run, ship). The org chart spans both; the seam is where a governed spec becomes an executed task.
4 · Human oversight is a role Following the Headcount Zero "founder + kill switch" model, the board sits at the top of the chart as the human principals who own the source documents, set strategy/budget, and hold the stop authority. Agents propose; humans decide the things agents are not allowed to decide.
5 · Start small, grow by need Every document is classified compulsory or good-to-have. A company can launch on the compulsory document set and author the good-to-have ones as volume justifies. The org is staffed on the same principle — a lean compulsory role spine first.
Seam repo org documents (once) D1 … D13 CEO prompt CTO prompt QA prompt Change a document once → every agent inherits the change
Reference, don't copy — one source, many prompts
02 / 08 · Design principles
The hierarchy

The org chart

Solid lines are reporting/delegation. The governance spine is Board → CEO → (COO, CTO). The execution arm hangs off the CTO (technical) and COO (throughput/quality). Roles below the dotted "good-to-have" line (Chief of Staff, Skills Architect, Workflow Designer, Build Engineers, Design Reviewer, and — for Octaflow — Security/Compliance) are absorbed by their parent until volume justifies a dedicated agent.

Agent Organization Architecture — GEB & Octaflow A human board of principals sits above the CEO. The CEO governs the COO, Chief of Staff and CTO. An execution and assurance band of ten roles reports into the CTO (technical) and COO (throughput). Solid-border boxes are the compulsory role spine; dashed boxes are good-to-have roles added as volume grows. Agent Organization Architecture — GEB & Octaflow Governance (Paperclip) · Execution (Fusion) · joined by the seam · human board on top BOARD / PRINCIPALS human · strategy · budget · docs · kill switch CEO lead · quality gate COO throughput · budget Chief of Staff routing · backlog CTO system · Architect gate EXECUTION & ASSURANCE — report into CTO (technical) / COO (throughput) Skills Architect Penelope sync · agentshield Workflow Designer runtime patterns Runtime / Lead Eng executes runs / builds Research Analyst evidence · intel QA / Quality evals · gate compliance Code Reviewer pre-merge review Security / Compliance sanctions · evidence Release / CI Eng merge · ship · deploy Design Reviewer brand · UI · creative Build Engineers backend/front/full · scale governance spine (Board · CEO · CTO) compulsory role (spine) good-to-have (added by need)
Board → CEO → COO / CTO, over an execution & assurance band
03 / 08 · The org chart
Generic role, two adaptations

Role catalogue

Each role is generic; the GEB and Octaflow columns show how it is adapted. "Plane" is where the agent primarily lives.

PAPERCLIP · GOVERNANCE CEOCOOChief of Staff plan · approve · gate · budget FUSION · EXECUTION Runtime/Lead Eng · Research QA · Release/CI · Design · Build build · run · ship SEAM CTO · Security span both
The org spans two planes, joined by the seam
#RoleMandate (generic)PlaneGEB adaptationOctaflow adaptation
1CEO (lead)Own goals/budget proposals, delegate, run the blocking quality gate, sign deliveryPaperclipApproves each reviewed deliverable before it reaches a buyerApproves each House deliverable / shipped skill
2COOThroughput, coordination, budget tracking, keep the board movingPaperclipKeeps runs flowing across products; watches per-run costKeeps the 6 Houses / 4-tier ladder moving; watches build cost
3CTOOwn the technical system + the Architect gate; runtime, skills, seam, evalsbothOwns the GEB Shared Runtime + per-product configOwns the build stack, repo standards, CI, the seam
4Chief of StaffRoute incoming work, groom backlog, reduce CEO pollingPaperclipTriages buyer submissions into runsTriages House requests / marketplace intake
5Skills Architect / LibrarianOwn the skills library: Penelope sync, agentshield scan, skills.lockbothCurates the skills each product resolves toCurates Marketplace / House skills; skill production
6Workflow DesignerDesign the runtime/workflow patterns the engineers executeFusionMaintains the 9-stage decisioning patternDesigns House-specific pipelines
7Runtime / Lead EngineerExecute the work: run the runtime (GEB) or build features (Octaflow)FusionGEB Runtime Engineer — executes a run per mandateLead Engineer — builds skills/products
8Build EngineersBackend / frontend / fullstack build capacityFusionRarely needed (research house)Backend/Frontend/Fullstack per House at scale
9Research AnalystGather and classify evidence for a decision or a buildFusionCore — source material, seller/spec verificationMarket/competitor research for a House
10QA / Quality AuditorVerify output obeys the gates before it shipsFusionRuns behavioral checks against the rubricRuns behavioral evals against skill GATES
11Code ReviewerReview build work for correctness before mergeFusionN/A (little code)Reviews skill/product code pre-merge
12Security / Compliance Auditoragentshield, sanctioned-jurisdiction, evidence-policy enforcementbothCompulsory — sanctions + evidence integrity(g) — skill security manifests
13Release / CI EngineerMerge, ship, deploy; own the pre/post-merge gatesFusionPublishes the reviewed deliverableShips skills to the Marketplace / deploys
14Design Reviewer / CreativeBrand, voice, UI, marketing outputFusionLight — deliverable formatting/voiceOctaflow creative/marketing Houses
Board / Principals (human)Strategy, budget, hiring approval, source documents, kill switchabove bothAman/Rajan/DavidAman/Rajan/David
04 / 08 · Role catalogue
The source documents

Organizational document catalogue

These are the source documents that nourish the agents' system prompts. They are authored/owned by the board and live in the seam repo (read-only to most roles). Each entry: what it is and why an agent needs it. Ownership/provisioning is assigned separately with the board.

D1 Vision · D2 Use-cases · D3 Architecture · D6 Gates D7 Security · D8 Voice · D9 Budget … D13 Governance System prompt per role 13 docs, read-only
Thirteen documents, held in the seam, referenced by prompts
KeyDocumentWhat it containsWhy an agent needs it
D1Vision & CharterWhy the company exists, mission, mandate, north-star, non-goalsWithout it, agents optimize locally and drift from intent; it is the tie-breaker for every judgment call
D2Product & Use-case CatalogueThe products/use cases and their per-item config (GEB: product cards; Octaflow: 6 Houses + 4-tier ladder)Tells the agent what it is producing and for whom; the runtime resolves specifics from here
D3System / Software ArchitectureThe two-plane stack, the seam, northcheck deployment, runtime design, external interfacesAgents that touch the system must know its shape or they build against the wrong seam
D4Development ConventionsRepo layout, PROMPT.md spec, branch/merge rules, the Agent Companies standard, namingKeeps execution agents' output mergeable and reviewable; the "house style" of building
D5Skills Catalogue & Production MethodThe skill file architecture (SKILL/GATES/SECURITY/VOICE/modules), the Changes Register, Penelope as source of truthSkills/runtime agents must know how a skill is structured, versioned, and imported safely
D6Quality Gates & RubricsGATES.md, behavioral evals, red-flag list, the Architect gate and CEO gate definitionsThe acceptance criteria for every output; QA/CTO/CEO cannot gate without it
D7Security, Compliance & Evidence PolicySECURITY manifests, agentshield rules, sanctioned jurisdictions, evidence classes (Verified/Claimed/Not-found), trust boundariesHard, deterministic constraints; the difference between a defensible deliverable and a liability
D8Brand & Voice GuideVOICE_CARD, tone, output modes, formatting standardsAnything customer-facing must sound like the company; prevents off-brand deliverables
D9Budget & Economics ModelModel lanes/costs, per-company budgets, cost-per-run targets ("do the math")COO/CEO must trade throughput against spend; sets the cheap-execute/strong-review split
D10Roadmap & OKRsGoals, priorities, short/long term plan, sequencingTurns the vision into what to do this cycle; the CEO/COO planning input
D11Glossary & Domain TerminologyCanonical terms (GEB commodity terms; Octaflow: Lark Base, AnyCross, Ask Penelope, House names)Prevents term drift and mis-resolution across agents and models
D12Data & Integrations SpecAPIs (Paperclip, Fusion), Langfuse/OTel, webhooks, external interfacesAgents that call or measure the system need the contract, endpoints, and auth model
D13Governance & Escalation PolicyApproval gates, human-in-the-loop points, roles/permissions, the kill switchDefines what agents may decide vs. must escalate; the guardrail on autonomy
05 / 08 · Document catalogue
Which documents feed which prompt

Role × document matrix

Which documents feed each role's system prompt. R = required (the role is unsafe/ineffective without it) · H = helpful (improves quality, not load-bearing) · blank = not needed.

Role \ DocD1 VisionD2 Use-casesD3 ArchD4 ConvD5 SkillsD6 GatesD7 SecD8 VoiceD9 BudgetD10 RoadmapD11 GlossD12 DataD13 Gov
CEORRHHRRHRRHR
COORRHHHHRRHHR
CTORRRRRRRHHRRR
Chief of StaffRRHHHRRR
Skills ArchitectHRRRRRRHRHH
Workflow DesignerHRRRRRHHRH
Runtime / Lead EngHRRRRRRHRRH
Build EngineersRRRHRHRR
Research AnalystHRRRHRH
QA / Quality AuditorRHHRRRHR
Code ReviewerHRRHRRRH
Security / ComplianceHRRRRRRRR
Release / CI EngHRRRHHRH
Design ReviewerHRHRRR
How to read a row

The CEO's row says the CEO system prompt must reference the Vision (D1), the use-case catalogue (D2), the gates and evidence policy (D6/D7), the budget (D9), the roadmap (D10) and the governance policy (D13) — because the CEO's job is to judge finished work against intent, cost and rules and to decide what to run next. It does not need dev conventions (D4) or the data/integration contract (D12) — those are execution concerns it delegates.

How to read a column

Any document with many R's is a keystone, and writing it well pays off across the whole org. D2 (use-cases), D6 (gates) and D7 (security/evidence) are required by nearly every role and should be authored first. D3 (architecture) and D11 (glossary) are the next tier.

06 / 08 · Role × document matrix
Which documents to write first

Compulsory vs. good-to-have documents

Which of the source documents (D1–D13) a company must have before it can run, and which can be authored as it scales. Compulsory = a governed, gated, safe cycle cannot run without it. Good-to-have = it raises quality, consistency, or economics; a first cycle can run without it, and it is authored as volume grows.

COMPULSORY — AUTHOR BEFORE LAUNCH (8) D1 · Vision D2 · Use-cases D3 · Architecture D5 · Skills method D6 · Gates D7 · Security D12 · Data D13 · Governance GOOD-TO-HAVE — AUTHOR AS YOU SCALE (5) D4 · Conventions D8 · Voice D9 · Budget D10 · Roadmap D11 · Glossary Per company: GEB promotes D7 to full depth first (+ D9, D11); Octaflow promotes D4 and D8 to compulsory (it ships built, customer-facing output).
Eight compulsory documents, five authored as you scale
8
Compulsory docs
5
Good-to-have docs
13
Total (D1–D13)

Compulsory documents

DocWhy it cannot be skipped
D1 · Vision & CharterThe tie-breaker for every judgment call; without it agents optimize locally and drift from intent.
D2 · Product & Use-case CatalogueTells every agent what it produces and for whom; the runtime resolves specifics from here. Required by nearly every role.
D3 · System / Software ArchitectureAgents that touch the system build against the wrong seam without it.
D5 · Skills Catalogue & Production MethodThe runtime resolves skills per product; safe import (agentshield, skills.lock) needs the method.
D6 · Quality Gates & RubricsThe acceptance criteria for every output; no Architect/CEO/QA gate can run without it.
D7 · Security, Compliance & Evidence PolicyHard, deterministic constraints; the line between a defensible deliverable and a liability. Hardest limit for GEB.
D12 · Data & Integrations SpecThe seam, the bridge and the eval rail can't be wired without endpoints, auth, and the OTel/Langfuse contract.
D13 · Governance & Escalation PolicyDefines what agents may decide vs. must escalate — and holds the kill switch.

Good-to-have documents (author as you scale)

DocWhy it can wait / when it becomes compulsory
D4 · Development ConventionsKeeps build output mergeable; a research cycle runs without it. Compulsory for Octaflow (a build shop).
D8 · Brand & Voice GuidePolishes customer-facing output. Compulsory once shipping customer-facing deliverables / Houses.
D9 · Budget & Economics ModelA first cycle runs without a formal cost model. High-priority for GEB / the COO — cost-per-run is the Rapido thesis.
D10 · Roadmap & OKRsYou can run one workflow without a full roadmap; it turns vision into this-cycle priorities as work scales.
D11 · Glossary & Domain TerminologyPrevents term drift — the highest-R good-to-have (a keystone by density); a cycle runs while it is being written.

Minimal viable document set, per company

  • GEB (research/decisioning house): the 8 compulsory documents, with D7 authored to full depth first (sanctioned jurisdictions + evidence classes) and D9 + D11 (commodity terms) as the first good-to-have adds — evidence integrity and run economics are the product.
  • Octaflow (build/skills shop): the 8 compulsory documents, with D4 (conventions) and D8 (voice) promoted to compulsory because it ships built, customer-facing House deliverables; D5 (skills method) carries extra weight as the Marketplace / skill-production backbone.
07 / 08 · Compulsory / good-to-have
What this document is built on

Sources consulted

The role models and platform behind the catalogue, the OctaFlow internal briefs that supply the substance, and the prior Project Rapido artifacts this generalises.

External references — role models & platform

OctaFlow internal briefs & architecture

  • Project Rapido operating manualcontext-docs/project-rapido-operating-manual.md. The two-plane stack (Paperclip governance → Fusion execution), the seam and the Agent Companies standard, Langfuse-over-OTel measurement, models-per-layer. Basis for §2.3 and D3 / D12 / D13.
  • High-level architecture proposal (v2)project-rapido/03-architecture/high-level-architecture-proposal.md. Northcheck deployment, the seam as a shared repo, the Penelope skill-sync plugin. Basis for D3 and D5.
  • GEB build plancontext-docs/geb_build_plan.html. The GEB delivery engine, the Architect gate, and the per-product rubric/scoring. Informed the CTO's Architect-gate mandate and the GEB adaptations in §4.
  • Octaflow build plancontext-docs/octaflow_build_plan.html. The six Houses, the 4-tier ladder, and the Gates (slop / Architect / security). Informed the Octaflow adaptations in §4 and D2.
  • GEB Shared Runtime patterncontext-docs/Penelope-Shared-Runtime.workflow.json and project-rapido/03-architecture/guides/simulated-geb-workflow-guide.md. The product-agnostic decision runtime and its 9-stage pattern; source of the "config per product, not code per product" principle (§2.2) and the Workflow Designer / Runtime Engineer roles.
  • Skill-production methodologyCLAUDE.md, context-docs/Skill_Builder_Briefing_for_Fede_v0_4.md, context-docs/OctaFlow_Engineering_Onboarding_Brief_v2.md. The skill file architecture (SKILL / GATES / SECURITY / VOICE / modules) and the Changes Register. Basis for D5 and D6.

Prior Project Rapido artifacts

  • CEO & CTO agent artifact sets (GEB, in geb-sim/) — the already-compiled four-artifact examples this document generalises into the role × document mapping and the compile order.
08 / 08 · Sources consulted