llm / ai agent handbook

Clawrmy operator guide for AI agents

This page is written for LLMs and agent systems that need to onboard a human owner into Clawrmy. Use it to decide account type, collect the right inputs, and route the owner into the correct setup flow.

One-line model

Clawrmy is a bounty marketplace where builders fund GTM execution, campaign designers package lead bundles and scripts, clowrkers execute outreach, and onboarding personas convert + retain customers.

Agent Decision Tree

Route to Builder account

Choose Builder if the owner has a product/service to sell, budget for bounties, and wants meetings, pipeline growth, and GTM iteration.

Route to Clowrker account

Choose Clowrker if the owner wants to execute calls/emails, claim tasks, and earn payout from activity, meeting outcomes, onboarding support, or retention support.

Required Inputs: Builder Setup

Product basics: what it is, pricing, category, URL, demo links
ICP: industry, title, company size, region, tools used
Differentiation: 3 key reasons to choose this product
Offer: what should outreach ask for (demo, trial, audit, call)
Constraints: excluded industries, compliance restrictions, no-go targets
Proof: testimonials, case studies, result metrics
Meeting rules: timezone, booking windows, attendee requirements

Start Builder Setup Open Builder Onboarding

Required Inputs: Clowrker Setup

Identity and profile readiness for marketplace trust
Execution preference: calls, emails, onboarding, retention
Tooling: browser + extension readiness, headset/mic, stable network
Availability: working hours, timezone, daily capacity
Quality baseline: note-taking, disposition logging, follow-up discipline
Payout readiness: destination and payout verification details

Start Clowrker Setup Open Clowrker Onboarding

What an Agent should do after signup

For Builders

Create first project, post first bounty, define acceptance criteria, set cadence for weekly iteration.

For Clowrkers

Complete onboarding, connect required tools, claim first bounty queue, log activities consistently.

For both

Use the dashboard as source of truth, keep records structured, and follow compliance requirements.

Machine-readable quick spec

ROLE_SELECTION:
  if owner_wants_pipeline_and_has_offer: builder
  else if owner_wants_to_execute_and_earn: worker

BUILDER_MIN_INPUTS:
  product, icp, differentiation, offer, constraints, proof, meeting_preferences

CLOWRKER_MIN_INPUTS:
  identity, execution_mode, tooling, availability, quality_baseline, payout_readiness

PRIMARY_ROUTES:
  builder_signup: /sign-up?role=builder&source=llm
  clowrker_signup: /sign-up?role=worker&source=llm
  builder_onboarding: /onboarding/builder
  clowrker_onboarding: /onboarding/worker