Worksimplified
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WORKSIMPLIFIED PLATFORM

Six agents, one pipeline.
Here is the whole system.

Worksimplified takes a business requirement and carries it all the way to a running Frappe application. Each agent does one job, produces one artifact, and hands it to the next. This page explains what each of them actually does — and where you sit in the loop.

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WHY IT EXISTS

Most AI tooling stops before the work does.

You can already get an answer, or a loop, or a workflow graph. What you cannot get is the finished project — so the assembly is still your job.

AN ASSISTANTAn answer.

You still decompose the requirement, design the data model, write the application and deploy it yourself.

AN AGENT FRAMEWORKA loop and a toolbox.

You still define the roles, the handoffs, the state between them, and where any of it ends up running.

WORKSIMPLIFIEDThe pipeline itself.

Roles, handoffs, artifacts and the deployment target are the product. You bring the requirement.

THE PIPELINE

Stage by stage.

Six agents run in sequence. Each one starts from the previous agent’s artifact — not from a fresh prompt — which is why nothing gets lost between steps, and why you only explain the project once. The artifact shown on each card is what that stage produces for a vendor onboarding brief.

  1. 01BA Agent
    System flow diagram
    Business briefCompliance reviewFinance riskCreate in ERP
    3 roles · 4 systems · 2 gates
    01

    BA Agent

    DISCOVER
    Receives
    A business requirement, written the way you would say it out loud.
    Does
    Asks the questions the brief leaves open — who is involved, which systems get touched, where approval is required, what “done” means. It keeps asking until the flow has no unexplained branches, then draws it.
    Decides
    Which roles take part, which systems are in scope, where a human has to approve, and what the project is explicitly not doing.
    Produces
    System flow diagram
    You
    Answer the questions once. Every later stage reads from this diagram, so this is the only time the project gets explained.
  2. 02Refinement Loop
    Revision 2
    require tax_id at submitcollect tax_id, verify before approval
    flow updated · schema unchanged
    02

    Refinement Loop

    REFINE
    Receives
    Any artifact already produced — the flow, the schema, the code.
    Does
    Takes your feedback and revises that artifact in place rather than regenerating from a prompt, so the rest of the project stays consistent with the change instead of drifting away from it.
    Decides
    What the change actually touches, and which downstream artifacts have to move with it.
    Produces
    A revised artifact, still in sync with the rest
    You
    Open an artifact, say what is wrong or missing, and get a revised version of that same artifact back.
  3. 03Frappe Agent
    vendor_onboarding
    site provisioned3 DocTypes createdendpoints live
    portal reachable
    03

    Frappe Agent

    CONNECT
    Receives
    Your Frappe credentials and the project definition.
    Does
    Provisions the site, creates the DocTypes, wires the endpoints and links the backend — so the project exists somewhere you can open and use, not merely read about.
    Decides
    How the project maps onto your instance: which site, which app, which DocTypes, which permissions.
    Produces
    A live project in your Frappe instance
    You
    Supply credentials once. The project appears inside your own instance, not a hosted sandbox.
  4. 04Project Agent
    Scope coverage
    Requirements100%
    Functionals64%
    Technical0%
    18 of 24 requirements met
    04

    Project Agent

    MANAGE
    Receives
    The requirement set and the scope you agreed to.
    Does
    Watches the build against the plan — which requirements are met, which milestones are drifting, what changed along the way. It raises drift instead of quietly absorbing it into the estimate.
    Decides
    Whether the current state still matches the agreed scope, and what needs escalating to a human.
    Produces
    Verified scope with milestones tracked
    You
    See what is done, what is slipping and what changed — without asking for a status update.
  5. 05Functional Agent
    Functional map
    Vendor onboardingIntake formCompliance checkApprovalERP sync
    4 modules · 86% edge coverage
    05

    Functional Agent

    BUILD
    Receives
    The system flow diagram.
    Does
    Turns each path in the flow into concrete behaviour — what the user does, what the system does in response, and what happens at the edges nobody mentioned in the brief.
    Decides
    The behaviour at every step, including the exceptions, the empty states and the failure paths.
    Produces
    Functional diagram
    You
    Check that the behaviour is right while it is still a diagram, not after it is code.
  6. 06Technical Agent
    Vendor
    tax_idData · uniquerisk_scoreIntstatusSelect
    12 tables · 24 endpoints
    06

    Technical Agent

    ARCHITECT
    Receives
    The functional map.
    Does
    Decides how it gets built — the data model, the relationships, the endpoints, and the states a record moves through. This is the layer that becomes running code.
    Decides
    Schema, relationships, API surface and state transitions.
    Produces
    Technical diagram
    You
    Review the architecture before anything is provisioned into your instance.

How the pieces connect

The flow diagram becomes the functional map. The functional map becomes the schema, the states and the endpoints. Because every agent starts from the previous artifact rather than a fresh prompt, changing the flow moves everything downstream with it. You never re-explain the project to a later stage.

BUILD THE AGENT PIPELINE

Move from disconnected AI tools to one pipeline that ships.

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