SYS.V3.4_PREVIEW SYSTEM ARCHITECTURE: 5 UNIFIED SUBSYSTEMS

EXECUTION LOOP: CLOSED-LOOP CAUSAL DECISION GOVERNANCE: OPERATOR-IN-THE-LOOP Not measured · Example

CMSENSE PLATFORM / SYSTEM OVERVIEW / Illustrative direction · Not live

One publication. One feedback loop.

How CMSense works CMSense connects creating, publishing, distributing, measuring, and improving the work. Each part supports the same publication. For independent publishers and small teams, the aim is clearer direction after the work goes live: what needs attention, what to do next, and what changed afterward. Publishing workflows have been validated in staging. Nami’s full advisory workflow, distribution, and outcome measurement are still in development.

Jump to Engine: Follow the loop Explore Studio 03 Suggested work 04 Distribution 05 Analytics Full Circular Topology

CAUSAL EXECUTION TOPOLOGY

Build, publish, learn, and return to the work.

Build the articles, pages, and publication in Studio.

IMMUTABLE LEDGER NOT CONNECTED (SHA-256)

STAGE 01

Create

Build the articles, pages, and publication in Studio.

Prepare published work for relevant supported destinations.

Scope not verified

Live Signal Streams

STAGE 02

Publish

Preview the work and put it live.

Examine what deserves attention, the reasoning, and what remains uncertain.

Model: Nami V3 Triage

Evidence not connected

STAGE 03

Distribute

Prepare published work for relevant supported destinations.

Approve the next useful change, return to the work, and repeat.

State: Pre-Staged

No Direct CMS Writes

STAGE 04

Measure

Look at the available performance evidence.

Approve the next useful change, return to the work, and repeat.

Publisher review required

Approval required · In development

STAGE 05

Improve

Approve the next useful change, return to the work, and repeat.

Window: 28-Day Delta

Model Calibrated

Improve

Approve the next useful change, return to the work, and repeat.

GOVERNANCE: MANDATORY CLEARANCE

SUBSYSTEM 01 • CORE STORAGE & REVISION LEDGER

CMSense Studio

Where you create, manage, and publish your publication.

Explore Studio

Route: /product/content-management

Subsystem Specifications & Capabilities Status: Publishing preview

Not verified Connection scope to confirm

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Reviewable change direction

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Confirm field mapping

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Downstream Bus Emission

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

// INTERFACE EMISSION: Subsystem 01 -> Bus

[EMIT] origin.entity.updated { id: "art_89104", rev_hash: "3e4a9c1", cms: "ghost-v5", status: "published" }

[ROUTER] Forwarded payload to Evidence and findings (02) and Distribution Pipeline (04)

SUBSYSTEM 02 • DIAGNOSTIC & TELEMETRY SUBSYSTEM

Nami

Shows you what deserves attention and why.

Explore Nami

Route: /product/content-intelligence

Telemetry & Anomaly Detection Scanning 1,420 Articles

Decay Velocity Curves

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Semantic Cannibalization Audits

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Search Intent Drift Triggers

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Orphan Link Graph Traversal

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

// INTERFACE EMISSION: Subsystem 02 -> Subsystem 03

[DIAGNOSTIC] anomaly.decay_detected { target: "aws-cost-optimization-2024", velocity: -18.Not measured, cannibal_url: "cloud-spend-guide" }

[QUEUE] Transformed into Priority Vector #Suggested work-418 -> Suggested work

SUBSYSTEM 03 • OPERATIONAL ARBITRATION & WORKSPACE TRIAGE

Distribution

Takes published work beyond the publication, where destinations are supported.

Explore Distribution

Route: /product/next-best-actions

Triage Logic & Artifact Pre-Staging Effort vs. ROI Matrix

Reviewable suggested work

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Pre-Drafted Nami Artifacts

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Explicit Approval Checkpoint

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

External write-back · In validation

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

// INTERFACE EMISSION: Subsystem 03 -> Subsystem 01

[ARBITRATION] action.approved { action_id: "Suggested work-418", type: "diff_merge", approver: "editor_chief@domain.com" }

[SYNC] Origin CMS updated via Ghost v5 Admin API (HTTP 200 OK)

SUBSYSTEM 04 • CROSS-CHANNEL SYNDICATION & RECOVERY

Analytics

Helps you understand what happened and what changed.

Explore Analytics

Route: /product/social-publishing

Distribution Architecture & Delivery Resilience Dead-Letter Replay: Armed

Canonical Source Ingestion

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Platform-Native Adaptation

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Mandatory Verification Gate

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Reviewable direction · In validation

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

// INTERFACE EMISSION: Subsystem 04 -> Subsystem 05

[DISPATCH] channel.published { channels: ["linkedin_org", "x_api_v2"], utm_campaign: "eng-rev-3e4a", status: "ok" }

[TELEMETRY] Broadcast signatures recorded in Analytics Ledger (05)

SUBSYSTEM 05 • RETROSPECTIVE LEDGER & CAUSALITY

One publishing loop

Create → Publish → Distribute → Measure → Improve. Nami supports Measure → Understand → Decide → Improve.

See how it works

Route: /product/analytics

Causal Inference & Heuristic Training Full workflow in development

28d Pre- vs. Post-Action Delta

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Core Update Boundary Isolation

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Safari ITP & Dark Traffic Normalization

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

Closed-Loop Priority Retraining

Publishing workflows have been validated in staging. Full advisory, distribution and measurement workflows are in development. Confirm current access.

// RETROSPECTIVE LOOP: Subsystem 05 -> Subsystem 02/03 Heuristic Recalibration

Not measured · Example

Learning-loop example · Not an observed outcome

GOVERNANCE & BOUNDARIES

Keep the next decision close to the work.

The aim is a connected workflow: a place to build the publication, a way to inspect suggested priorities, a distribution path where supported, and performance evidence to inform the next decision.

Nami direction under validation

Source-dependently ingests search console, telemetry APIs, and live server traffic logs.
Confirm current workflow support and evidence before relying on this preview.
Drafts structured comparison matrices, code diff proposals, and schema markup additions.
Generates platform-native LinkedIn slide PDFs and multi-post social thread adaptations.
Confirm current workflow support and evidence before relying on this preview.

OPERATOR SIGN-OFF (MANDATORY)

Deploying code or copy diffs to live production CMS instances (Ghost, WordPress VIP).
Queuing synthesized social posts into public network API egress pipelines.
Archiving, merging, or redirecting decaying content assets.
Altering canonical tags, URL slugs, or core topic cluster classifications.
Modifying editorial priority weights or algorithmic decay thresholds.

Documented safeguards required

Instant Rollback Ledger:Reviewable direction · In validation
Review before execution: Original article frontmatter and third-party metadata keys remain untouchable by automated processors.
Sandbox Staging: All execution packages build in an isolated virtual canvas prior to any external handshake.
Reviewable direction · In validationSafeguards require verification

INTEROPERABILITY PROTOCOL

Start with the work you need to do.

Explore Studio for publishing, or Nami for how a next action should be explained.

Scope not verified

Headless CMS Origin Sync

Ghost v4 / v5

Admin API v5.0 • Webhook Synced

Not verified

WordPress VIP / REST

Gutenberg AST • Custom Post Types

Not verified

Webflow CMS

v2 Collections API • Etag Diffing

Not verified

Strapi v4 / Custom Rest

OpenAPI 3.0 • JSON Schema Verified

Not verified

Telemetry & Signals

Google Search Console

Query/Page Row-Level Daily Feeds

Source-dependent

GA4 & Plausible Streams

Server-Side & BigQuery Export

Not connected

Affiliate EPC Feeds

Impact, CJ, Amazon Partner APIs

Hourly

SERP Rank Trackers

Ahrefs, Semrush, Custom Scrapers

24h Cadence

Distribution Endpoints

LinkedIn Org Feed API

v2 Community Mgmt • Carousel Support

Verified Egress

X Developer API v2

Thread Serialization • Rate-Guarded

Verified Egress

Substack / Newsletter

Custom Dispatch & Webhook Relay

Verified Egress

Custom Webhooks & PubSub

HMAC Signed HTTP Payloads

Deterministic

TECHNICAL DOCTRINE & FAQ

Start with the work you need to do.

Evidence

Explore Studio for publishing, or Nami for how a next action should be explained.

Publisher review

Explore Studio for publishing, or Nami for how a next action should be explained.

Current scope

Explore Studio for publishing, or Nami for how a next action should be explained.

Next decision

Explore Studio for publishing, or Nami for how a next action should be explained.

ENTERPRISE DEPLOYMENT SPECIFICATION

Start with the work you need to do.

Explore Studio for publishing, or Nami for how a next action should be explained.

Explore Studio Meet Nami

Safeguards require verification • Confirm content mapping • Scope not verified • Operational acceptance required