Orchestrator-Worker Engine

The Content System

Drop in one source — a transcript, an idea, a link. The Content Coach orchestrator runs it through six specialist modules and hands back finished, on-brand posts, scheduled to every platform. All directly inside Claude.

Architecture

One input, seven roles, every output

Inputs flow into the orchestrator. It delegates to six workers, grades the result, and only ships what passes.

Inputs
📄 Transcript
💡 Topic / Idea
👥 Brand context
🔗 Article / Link

Content Coach

Orchestrator

Manages delegation, synthesises worker outputs, and enforces the 10-day SEO refresh cycle.

01

Brand Brief

Captures business, audience, CTA and voice.

02

Viral Hooks

Proven hook frameworks.

Gatekeeper · 0.85
03

Post Writer

Writes platform-specific posts.

Worker
04

Post Grader

Scores and improves content.

Worker
05

Repurpose

Turns one source into many posts.

06

Post Scheduler

Schedules approved posts.

QA gate
Outputs
💬 Captions
🖼️ Images
🎬 Videos
🎠 Carousels
🗓️ Scheduled posts
— in your tone of voice —
InstagramLinkedInTikTok ThreadsXYouTubeFacebook
Governance Layer

Gated, audited, self-healing

Every module reports to a shared audit log. Two gatekeepers stand between an idea and a published post.

Strategic Gatekeeper

Conversion Hook Engine

Nothing proceeds until the hook clears the bar.

Validation threshold0.85
Failure limit3 tries
On limit reachedEscalate → human
Worker

Content Engine

Does the making — words and visuals.

  • Copywriting
  • Visual generation
  • Quality audit on every pass
QA Auditor

Final Delivery Gatekeeper

Last check before anything ships.

  • File integrity
  • Metadata compliance
  • Brand alignment
On failureRevert → designer
Operational Rules

The system's standing orders

10
Day SEO cycle
Content auto-refreshed on cadence
Circuit breaker
Trips on repeated failure, no runaway loops
UVP check
Unique value proposition verified per piece
📓
Full audit log
Timestamp · module · reasoning · score · outcome
Live Trace

See the pipeline think

A simulated run of the system trace log — the real records written to system_trace_log.json.

content_coach — system_trace_log.json

This page is a working visual model of the Claude Content System (orchestrator-worker architecture v2.1). It documents the design — connect your own brand context, connectors, and scheduler to run it live. The trace above is illustrative.