Run a Zero-Human Content Company with Paperclip

Paperclip is an open-source orchestration platform that turns AI agents into a functioning company - with an org chart, goals, heartbeats, cost controls, and full governance. Instead of babysitting twenty browser tabs of Claude Code, you define a mission, hire AI employees, and let them work.

HuntAPI is the data layer those agents pull from. Whether an OpenClaw agent needs to download a competitor's YouTube video, extract audio for transcription, or archive a channel at scale, HuntAPI handles the heavy lifting behind a single HTTP call.

This article shows how to wire these two tools together to build a zero-human content monitoring company: Paperclip orchestrates the agents, OpenClaw runs the automation workflows, and HuntAPI provides the media data.

Already familiar with HuntAPI in OpenClaw? This builds directly on the patterns from Automate Video Downloads in OpenClaw with yt-dlp.

The Stack

Use Case 1 - Competitor Video Monitoring

Mission: "Track every video published by our top 10 competitors and deliver a weekly digest with summaries and key insights."

Paperclip setup

Create a company in Paperclip with two agents:

• CMO (Claude) - owns the weekly digest and strategy decisions.
• Content Analyst (OpenClaw) - runs the actual monitoring workflow on a heartbeat schedule.

Company mission:
  "Monitor competitor content and surface weekly insights to the CMO."

Content Analyst heartbeat: every 4h
  → Poll competitor RSS feeds
  → Download new videos via HuntAPI
  → Send audio to transcription
  → Store transcript + metadata

CMO heartbeat: every Monday 08:00
  → Read transcripts from last 7 days
  → Generate digest
  → Post to Slack

OpenClaw workflow inside the Content Analyst

1. RSS Trigger - polls competitor YouTube channels every 4 hours.
2. HTTP POST to HuntAPI - downloads each new video:

POST https://app.huntapi.com/register
{
  "url": "{{trigger.link}}",
  "format": "bestaudio/best"
}

3. HTTP POST to Whisper - sends the audio file path for transcription.
4. Database Write - stores { title, channel, date, transcript, duration }.
5. Slack Notify - confirms download to the team channel.

Paperclip governance

The CMO reviews the Content Analyst's weekly output before the digest is sent. If a competitor video crosses a threshold (e.g., goes viral or covers a sensitive topic), the CMO escalates to a human ticket. Budget is capped at $40/month for the OpenClaw agent - heartbeats stop automatically when the limit is hit.

Use Case 2 - Autonomous YouTube Factory

Mission: "Publish 3 short-form videos per week repurposing long-form content from curated sources."

Org chart

CEO (Claude)
├── Producer (OpenClaw) - sources and downloads raw content via HuntAPI
├── Editor (Claude) - writes scripts and selects clips
└── Scheduler (OpenClaw) - uploads and schedules on social platforms

How HuntAPI fits in

The Producer agent runs an OpenClaw workflow that:

1. Monitors a curated list of YouTube channels and podcast RSS feeds.
2. Calls HuntAPI to download new episodes (audio or video).
3. Sends the file to the Editor agent via a Paperclip ticket with the transcript attached.

The Editor receives the ticket, reads the transcript, selects the best 60-second clip, writes a script overlay, and passes a ticket to the Scheduler.

The Scheduler uploads the processed clip and queues it.

Producer → [ticket: new episode + transcript] → Editor
Editor → [ticket: clip + script] → Scheduler
Scheduler → [uploads to TikTok / YouTube Shorts / Reels]

Everything is traceable in Paperclip's ticket system. Every tool call is logged. Every decision has an audit trail.

Use Case 3 - Research Intelligence Pipeline

Mission: "Scan industry channels daily, extract key claims, and brief the CEO every morning."

This is the simplest pattern: one OpenClaw agent with a daily heartbeat, backed by HuntAPI for downloads and a language model for summarization.

Heartbeat workflow

08:00 daily
  → Fetch new videos from watchlist (RSS)
  → Download audio via HuntAPI
  → Transcribe with Whisper
  → Extract key claims with Claude
  → Post morning brief to CEO ticket

The CEO agent reads the brief, flags anything requiring action, and creates tickets for the appropriate department. The whole loop runs without human input unless the CEO escalates.

Setting Up the Paperclip + OpenClaw + HuntAPI Stack

1. Bootstrap Paperclip

npx paperclipai onboard --yes

The interactive setup walks you through database, auth, and your first company. No Paperclip account required.

2. Create the company and org chart

In the Paperclip dashboard:

1. Create a new company with a clear mission statement.
2. Add an OpenClaw agent to the org chart and assign a role (e.g., "Content Analyst").
3. Set a monthly budget (e.g., $40).
4. Configure a heartbeat schedule.

3. Wire the OpenClaw agent to HuntAPI

In the agent's skill configuration, add a HuntAPI HTTP action:

{
  "name": "download_video",
  "type": "http_post",
  "url": "https://app.huntapi.com/register",
  "body": {
    "url": "{{input.video_url}}",
    "format": "bestaudio/best"
  }
}

The agent calls this action whenever a new video URL arrives from its trigger. HuntAPI handles proxy rotation, geo-unblocking, and format merging server-side.

4. Add governance gates

In Paperclip:

• Require CEO approval before the Content Analyst publishes anything externally.
• Set an alert if HuntAPI costs exceed $10 in a single day.
• Enable ticket tracing so every download is linked to a goal.

Cost Profile for a 3-Agent Content Company

Paperclip enforces these budgets automatically. When an agent hits its limit mid-month, it stops. No surprise bills.

Why This Combination Works

• Paperclip solves the coordination problem: goals flow down, results flow up, costs stay bounded.
• OpenClaw solves the workflow problem: triggers, HTTP calls, branching logic, and notifications without writing infrastructure code.
• HuntAPI solves the media access problem: a single endpoint to download video and audio from 1,000+ platforms, with built-in proxy rotation and geo-unblocking.

Together they let a single person run what would otherwise require a content team, a devops engineer, and a data pipeline.

Sources

• Paperclip on GitHub
• Paperclip Documentation
• HuntAPI - Automate Video Downloads in OpenClaw
• HuntAPI Registration