Newsletter Research Desk
A reviewed issue outline with source summaries, sections, sponsor slots, and the next publishing action.
- Output
- Produces Issue theme: AI workflows that protect creator voice
Build · apps
One catalog of apps — an app is a workflow with one trigger, one output, and one approval gate. Import its portable core, adapt it to your business, and run it on your own agent, with the Creator Dashboard or Creator OS as the place you watch it and approve what ships. Each app shows its real status — live, beta, or coming soon.
Use · Build — then run it
Use
Produce a real artifact — a voice profile, a score, a plan, a brief.
Build
Start from a proven workflow recipe, then pick the apps your business should run.
Run it
Apps run on your own agent (Hermes or OpenClaw); the Dashboard is where you watch them and approve what ships.
The app catalog
An app is a workflow with one trigger, one output, and one approval gate. Import the portable core, adapt it, then activate it in the Creator Dashboard or Creator OS. Filter by category or trigger — and download any app core free after a one-time signup.
Free after signup
Join the Creator Autopilot Briefing and download any app core: the prompts, the data schema, the schedule, and the approval gate. One email a week, unsubscribe anytime.
12 of 12 apps
A reviewed issue outline with source summaries, sections, sponsor slots, and the next publishing action.
A channel-specific content batch that preserves the core argument, voice, sources, and approval history.
A scored sponsor list with approved outreach drafts, follow-up timing, and a simple CRM status trail.
Mines your niche, saved links, and what's resonating to surface ranked, on-brand content ideas.
Watches new comments, flags questions, leads, and risks, and drafts replies that wait for your yes.
Tracks topics and creators in your space and sends a digest of rising trends with angles you can own.
Drafts on-voice replies across your channels and queues them so you approve before anything sends.
A reusable voice profile every other app reads, so AI output keeps sounding like you everywhere.
Polls for mentions of you and your brand, tags sentiment, and alerts you when something needs a reply.
Scans long-form video or audio for the moments worth clipping and proposes hooks for each one.
Reads comments and DMs to surface the questions your audience keeps asking — and turns them into content.
Pulls your numbers into a plain-English recap of what worked and a plan for the week ahead.
How it works
Every app ships as a portable core with the human-approval step built in. Here is the flagship app end to end — the mechanic is the same for the rest.
Featured workflow
Importable betaA reviewed issue outline with source summaries, sections, sponsor slots, and the next publishing action.
# Newsletter Research Desk description: Collect, score, and cluster sources into an issue outline — held for approval before drafting. ## steps 1. Summarize each source (3 bullets + relevance 0–5) 2. Cluster by theme; draft 2–3 candidate angles 3. Assemble outline (sections + sponsor slots) ## approval_gate pause before: drafting, publishing require: editor confirms sources, claims, CTA
Import recipe
What you actually import
Authored once, runtime-agnostic. Not “here’s raw JSON” — a curated, human-approved system you can read, edit, and trust.
Markdown skill definitions and the prompt pack that drive the workflow.
A ready-to-clone Notion, Airtable, or Sheets structure.
When it runs, written as natural-language cron.
Enforced inside the skill — it pauses before anything sensitive.
Example output plus failure modes and how to catch them.
Author once · import anywhere
The runtime is the agent that actually executes your apps — you bring your own, with your own keys; CreatorLab never runs your content through a shared brain. Import recipes are version-pinned per target so an upstream change never breaks your setup.
Self-hosted agent daemon — drop in the skill folder and set the schedule.
Self-improving agent — imports the Markdown skill and cron directly.
How it runs
You learn the method, not one tool. Every workflow is portable — and the human-approval step travels with it.
Drop the skill, schedule, and approval gate into your own Hermes or OpenClaw agent. Your keys stay with you, server-side.
It runs on the schedule you set — research, drafts, scoring — on your runtime, not on shared infrastructure.
The Dashboard doesn't run anything — it's where you see what your agents are doing and talk to them: tasks, statuses, and what's waiting on you.
Anything that publishes, sends, or spends waits in one approval queue until you approve it.
Every workflow pauses before publishing, outreach, or voice-sensitive drafts. The system prepares the work; you approve what goes live. That is the contrast to blind auto-posting — and it is built into the skill, not bolted on.
The catalog, recipes, and app cores are open to everyone, and the apps run on your own agent. The control planes come with CreatorLab Pro — where you see what your agents are doing and communicate with them. The Creator Dashboard is the simple, included surface; Creator OS is the advanced control plane for teams and power operators.
Six focused surfaces — Today, Apps, Tasks, Approvals, Library, Runtime. Just enough to supervise a handful of apps running on your own agent, with one approval gate.
Preview the DashboardThe full control plane — projects, agents, fleet, schedules, memory, skills, usage, audit, and secrets. For creator teams supervising many workflows at once.
Explore Creator OSWhat you get in Pro
The Creator Dashboard, monthly app drops, live build sessions and teardown clinics, advanced templates, and Pro-only setup recipes — plus the Creator OS roadmap. Joining the founding list is free; the planned launch offer is $199 one-time before Pro becomes a $199/year subscription.
Every workflow keeps these behind a human approval gate — automation with a human in the loop, not blind auto-posting:
Free weekly briefing