0.1 · The loop

Save the chat
that worked.
Run it forever.

Open a chat. S turns the agent flow that just worked into a typed App your team runs on a cron, on a webhook, or on demand.

150 skills 20 connects 4 input types 7 export formats

Specimen · app run illustrative — your data, your skills
apps/icp-research.app running · stage 1 / 3

0.1 · Input

ICP
SaaS < 200 employees
Region
EU + UK
Since
2026-04-01
Brief
signal-led, no cold lists

0.2 · Stage

claude-sonnet-4-6

github · web-search · gmail

read · think · act 12.4s

0.3 · Artifact

CompanySignalScore
Northboundhiring · 4 RevOps0.92
Platefunded · Series A0.84
Vector Labsexec move · CRO0.79

icp-q2-2026.csv 142 rows · 14 KB

0.2 · The loop

A chat becomes a form.
The form ships an artifact.
The artifact triggers the next run.

  1. 0.2.1

    AppInput

    A schema-driven form. 4 input types, declared once.

  2. 0.2.2

    Stage

    An agent session with one goal, wired to skills.

  3. 0.2.3

    Artifact

    Preview, export, or feed the next stage.

Triggers cron webhook on demand

0.3 · What ships

Not features. Artifacts.

What actually lands in your team's inbox after a stage runs.

csv q2-close-pack.csv
AccountΔFlag
4100 · Revenue+2.4%·
5200 · COGS+11.0%var
6300 · OpEx−0.8%·

142 rows · close-of-month · variance flagged

md weekly-status.md

Week 23 · Ops Status

  • Pipeline cleared, queue back at 0
  • Q2 close on track for Friday
  • !Two HubSpot dupes — escalated

posted to slack #ops · cc CEO

json POST /pipeline/intake
{
  "lead_id": "ld_8h2k",
  "score": 0.92,
  "signals": ["hiring"],
  "route": "hubspot"
}

→ hubspot · stripe · stays in sync

0.4 · Skills & connects

150 skills. 20 connects.
Already wired.

A library, not a logo wall. Toggle on what you need; we keep the auth.

Build 06

  • GitHub
  • Linear
  • Jira
  • Asana
  • Figma
  • Notion

Comms 06

  • Gmail
  • Slack
  • Discord
  • Calendar
  • Twitter
  • Webhook

Data 06

  • Drive
  • Sheets
  • Airtable
  • Postgres
  • PDF
  • CSV

Run 06

  • Web search
  • Code exec
  • Stripe
  • HubSpot
  • Salesforce
  • YouTube

+ 126 more in the library, composable in any stage.

0.6 · Operators

Already shipped the loop.

  • Save as App turned my chaotic prompt notebook into something the rest of the team can actually run.

    Diego K.
    Solutions Architect · Plate
  • The sandbox is the killer feature. Real file access, real tools, real outputs — no toy demos.

    Priya S.
    Director of AI · Vector Labs

0.7 · Questions

Answered.

  • 0.7.1

    Do I have to rebuild my prompts to save an App?

    No. Open a chat that already works, click Save as App, and Aitroop captures the skills, connects and prompts as a runnable workflow.

  • 0.7.2

    What runs the App after it is saved?

    Each run executes in an isolated sandbox with the file system, network and tools the agent needs. You can trigger it manually, on a cron, or from a webhook.

  • 0.7.3

    Can I chain steps that need different tools?

    Yes. Stages let you wire one agent into the next, each with its own model, skills and prompt. The artifact from one stage feeds the input of the next.

  • 0.7.4

    Who can use the App once I publish it?

    Apps are permissioned objects. Share with a teammate, an external collaborator, or expose them as an internal API. Run history is visible to admins.

0.8 · Ship

Open a chat.
S Save as App.
That's the loop.

aitroop · v1 made for operators 2026