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FOUNDER SERIES · 3 OF 5 · PRODUCTIVITY

Build a founder AI agent team with clear roles and handoffs

Set up a small research, drafting and review workflow with role prompts, a handoff template, tool boundaries, and a worked founder example.

By Ashley Kays · · 13 min read
AI-generated editorial scene of three collaborators organizing work and reviewing notes around a laptop.
AI-generated editorial image. People and situations are illustrative.

A useful AI team has a shared goal, separate responsibilities, and a reliable way to pass work forward. Giving five chats job titles does not make them coordinated. The practical unit is a handoff: what the next role receives, what it must return, and how someone checks it.

Start with the fictional follow-up pilot from the previous guide. The task is to turn supplied interview notes and approved scope into a one-page brief. This tutorial works as three manual passes in an assistant. Native subagents or orchestration are an optional later implementation, not something every chat interface supports.

Before you start

Gather one brief, a source pack with IDs, a definition of done, a time or usage budget, and the tools the task actually needs. Begin with one assistant and documents. You do not need several paid tools to learn whether the division of work helps.

Anthropic distinguishes fixed workflows from agents that choose their next actions, and recommends starting with the simplest workable approach. Our beginner version is an explicit workflow: you move reviewed outputs between roles. A separate conversation does not automatically share files, memory, or permissions with another one.

STEP 01

Write the shared brief before assigning roles

INPUTS: I01–I03 notes + scope S01. OUTPUT: One-page pilot brief. DONE: Facts traceable; gaps visible
Step 1 of 5 · Give every role the same starting point. Illustrative worksheet.

State the finished artifact: “A one-page pilot brief based only on source notes I01–I03 and approved scope S01.” Define what the brief must include: buyer, observed problem, deliverables, exclusions, acceptance checks, and open questions. Name the customer decision it should support.

Keep facts and decisions in a shared source document. Label each source with an ID and date. When the scope changes, update that document before running another pass. Otherwise, the researcher, drafter and reviewer may be working from three different versions.

Set a practical boundary, such as one draft and one revision for the first experiment. If crucial evidence is missing, the correct output is a focused question, not more invented detail.

STEP 02

Give each role a distinct job

RESEARCHER: Evidence + missing information. BUILDER: Draft within approved scope. REVIEWER: Findings tied to source IDs
Step 2 of 5 · Three roles with different outputs. Illustrative worksheet.

Use a researcher, a builder and a reviewer. The researcher extracts evidence and uncertainty. The builder creates the brief from the reviewed evidence and approved scope. The reviewer compares the draft with both sources and the finish line. You coordinate the sequence and make the business decision.

Write role instructions around deliverables. “Act like a brilliant marketer” is weaker than “Return a table of claims, source IDs, counterexamples and missing evidence.” Give the reviewer the original inputs so it can catch omissions rather than simply judge whether the draft sounds polished.

For a simple task, these can be named stages in one chat. Use separate sessions or native subagents when the environment supports them and the separation improves the work. An AI reviewer can make the same mistake as the drafter, so its approval is not final verification.

STEP 03

Connect only the tools needed for the job

ROLE: What work should happen. CONNECTION: Which tools are available. HUMAN DECISION: What may be sent or changed
Step 3 of 5 · Separate instructions from access. Illustrative worksheet.

A prompt describes work; a connector gives an application access to tools or information; a skill packages a repeatable procedure. They solve different problems. A role label cannot create access to your CRM, email or repository.

For the pilot brief, start with sanitized documents and no external write access. If later work needs current records, choose an available connection with appropriate access and check the exact account, source, and action it exposes. Keep account secrets out of prompts and files.

List actions that require a human decision, such as approving public claims, sending a proposal, changing a customer record, or publishing a page. Review the concrete result before that action. Authorization should be explicit about the work being done, rather than inferred from the role title.

STEP 04

Pass a complete handoff and handle rejection

PACKAGE: Artifact + source IDs + scope. REVIEW FINDING: Revenue claim lacks evidence. RETURN TO BUILDER: Remove claim; preserve gap
Step 4 of 5 · A handoff the next role can use. Illustrative worksheet.

Every handoff should include the task, current artifact, source IDs, decisions already approved, unresolved questions, and what the next role must check. The next person or agent should be able to act without reconstructing the previous conversation.

In our example, the researcher identifies a follow-up issue in I01 and counterexamples in I02 and I03. The builder uses that narrow evidence instead of claiming all consultants have the problem. If the reviewer spots an unsupported revenue claim, it returns the exact sentence, the missing support, and a requested correction.

Keep one owner for the draft so two roles do not overwrite it at the same time. Independent research tasks can run in parallel later; editing the same artifact needs an explicit merge step. After a bounded revision, ask the human coordinator to resolve any remaining disagreement.

STEP 05

Run a small evaluation before expanding

NORMAL CASE: Produce a sourced brief. MISSING INPUT: Ask a specific question. CONFLICT: Preserve both observations
Step 5 of 5 · Test the workflow, not the job titles. Illustrative worksheet.

Try three cases: complete inputs, a missing scope item, and conflicting interview evidence. Define success before running them. A useful workflow should produce a traceable brief for the first case, ask a focused question for the second, and preserve the disagreement in the third.

Record total elapsed time, usage cost where visible, review effort, and the errors found. Compare with doing the same task in one well-briefed assistant. Extra roles are worth keeping only if the quality or coordination benefit earns their overhead.

Repeat after meaningful changes to prompts, tools, sources, or models. Save a successful procedure with a reusable skill. Keep evidence of what was actually tested; a role diagram is not a working integration or proof that an agent completed the task.

Worked handoff: research to a pilot brief

FICTIONAL HANDOFF RECORD
Task
Draft the proposal follow-up pilot brief.
Inputs
I01–I03 interview notes; approved scope S01.
Supported observation
I01 describes a missed follow-up. I02 uses reminders successfully; I03 describes buyer approval delays.
Approved boundary
One tracker, two message drafts, one walkthrough. No bulk sending or revenue guarantee.
Open question
The client's preferred tracking tool is not confirmed.
Review requirement
Every factual claim must cite a supplied source ID. Leave the tool choice unresolved.
Copyable role instructions
RoleInstruction
ResearcherExtract relevant observations, counterexamples and missing evidence. Return source IDs. Do not recommend a bigger scope.
BuilderDraft the brief from the evidence table and S01. Mark unresolved fields. Do not add promises.
ReviewerCompare the draft with the original notes and S01. Return the claim, source, problem and correction; distinguish blocking issues from suggestions.
MAKE IT YOUR OWN

A prompt to adapt

Replace the bracketed inputs with information you can share. Review the result against your sources and the checklist below.

Help me run a three-stage founder workflow: researcher, builder, reviewer. First confirm the shared brief, source IDs, acceptance checks, permitted tools, and actions that need my decision. Run the stages in order; do not imply parallel agents are running unless the environment actually supports and uses them. Pass the artifact, sources, approved decisions and unresolved questions between stages. Give the reviewer the original inputs. Stop after one revision if a material disagreement remains. Finish with the artifact, checks actually performed, remaining gaps and the next human decision.

Your finish checklist

Use these checks before treating the output as ready.

  • All roles use the same approved brief and source version.
  • Each role returns a concrete artifact.
  • Every handoff preserves sources and unresolved questions.
  • External actions have an identified human decision-maker.
  • The workflow has been compared with a simpler approach.

Common questions

Do I need three models or accounts?

No. Start with three explicit passes in the assistant you already use. Separate models or native subagents are implementation choices to evaluate later, not prerequisites.

Can the reviewer guarantee accuracy?

No. It can help surface problems, but you still need to check important claims against original sources and verify consequential actions. Multiple agents can repeat or amplify the same error.

Keep the work moving.

Learn what skills are, find trustworthy examples, use Skill Creator, inspect a SKILL.md file, and test a repeatable founder workflow.