Bilingual social content operating system

From raw signal
to publish-ready.

A coordinated team of specialist agents for finding, shaping, producing and safely packaging social content in Indonesian and English.

See how it works

13 specialist agents · 17 production skills

ACTIVE RUN / ONESTATE_01IN PROGRESS

SOURCE MATERIAL

Founder interview — Jakarta

01:24:1812 moments found

TOP CUT

“The advice nobody gives first-time founders”
87
Brand-safety gate required before distribution

The system

One accountable pipeline.
No black box.

Every handoff is visible, resumable and checked against a clear standard.

01

Source

Find rights-cleared material

02

Mine

Score the strongest moments

03

Shape

Write native ID + EN hooks

04

Build

Render and package every cut

05

Gate

Human review before publish

Built as four connected studios

One system.
Four ways to move.

CLP

Clipping factory

Long-form source to scored, captioned 9:16 cuts.

ORG

Origination studio

UGC and faceless concepts built from a brand brief.

PRS

Persona studio

Voice, pillars and visual rules that stay consistent.

DSK

Media desk

Verified, bilingual stories in a sharp Indonesian voice.

The roster

13 specialists.
One showrunner.

Each agent owns a narrow, testable job. The showrunner coordinates the work; brand safety can stop it.

02Clipper

source-scout

Finds and transcribes rights-cleared source material.

03Clipper

moment-miner

Scores moments against a repeatable virality rubric.

04Clipper

hook-smith

Writes native Indonesian and English hooks.

05Clipper

cut-engineer

Turns edit specs into captioned vertical video.

06Studio

ugc-producer

Builds scored UGC concepts from a brand brief.

07Studio

faceless-engineer

Produces original faceless video systems.

08Persona

persona-architect

Defines voice, pillars, visual rules and story arc.

09Media

news-desk

Sources and verifies sharp, local-first stories.

10All squads

trend-radar

Tracks cross-market signals and competitors.

11All squads

distributor

Packages every asset for each platform.

12All squads

performance-analyst

Turns results into rules for the next run.

Non-negotiables

Built to move fast.
Designed to stop.

Speed is useful only when the system knows when not to ship.

01

Human publishes

The system prepares. A person always makes the final posting decision.

02

QC before reach

Nothing reaches distribution without an explicit PASS verdict.

03

Native in both

Indonesian and English are written as two native drafts, never translated.

04

Every run learns

Performance data becomes a concrete rule that improves the next cycle.

HW Social Agency

Make the signal
worth sharing.

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